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    </item>
    <item name="outlier7">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2004-02-01</string>
            </item>
            <item name="name">
                <string>AO (2004-02-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-14.165914634333594</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier8">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2004-04-01</string>
            </item>
            <item name="name">
                <string>AO (2004-04-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-16.10391790265956</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier9">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2006-03-01</string>
            </item>
            <item name="name">
                <string>AO (2006-03-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>8.337688867211238</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier10">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2006-12-01</string>
            </item>
            <item name="name">
                <string>AO (2006-12-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-18.100186940709783</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier11">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2007-11-01</string>
            </item>
            <item name="name">
                <string>AO (2007-11-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-6.122387140938549</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier12">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2009-08-01</string>
            </item>
            <item name="name">
                <string>AO (2009-08-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-9.123756415879555</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier13">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2010-07-01</string>
            </item>
            <item name="name">
                <string>AO (2010-07-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-3.482237894488106</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier14">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2010-10-01</string>
            </item>
            <item name="name">
                <string>AO (2010-10-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>13.751789905358212</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier15">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2010-12-01</string>
            </item>
            <item name="name">
                <string>AO (2010-12-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>3.9248658866199473</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier16">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2011-06-01</string>
            </item>
            <item name="name">
                <string>AO (2011-06-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-4.24829235360288</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier17">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2014-04-01</string>
            </item>
            <item name="name">
                <string>AO (2014-04-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>8.813534135392223</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier18">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2014-12-01</string>
            </item>
            <item name="name">
                <string>AO (2014-12-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>5.506373095147079</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier19">
        <subset>
            <item name="type">
                <string>TC</string>
            </item>
            <item name="pos">
                <string>2016-12-01</string>
            </item>
            <item name="rate">
                <double>0.7</double>
            </item>
            <item name="name">
                <string>TC (2016-12-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-4.613356428915136</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier20">
        <subset>
            <item name="type">
                <string>TC</string>
            </item>
            <item name="pos">
                <string>2017-05-01</string>
            </item>
            <item name="rate">
                <double>0.7</double>
            </item>
            <item name="name">
                <string>TC (2017-05-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-11.168846044855512</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier21">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2018-06-01</string>
            </item>
            <item name="name">
                <string>AO (2018-06-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>14.593721425557327</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier22">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2021-12-01</string>
            </item>
            <item name="name">
                <string>AO (2021-12-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-11.131583794622125</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier23">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2022-06-01</string>
            </item>
            <item name="name">
                <string>AO (2022-06-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-9.34219311308986</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier24">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2023-06-01</string>
            </item>
            <item name="name">
                <string>AO (2023-06-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>12.923844175550707</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
</subset>
                            </item>
                        </subset>
                    </item>
                </subset>
            </item>
            <item name="pointspec">
                <subset>
                    <item name="algorithm">
                        <method version="3.0.0">
                            <name>x13</name>
                            <family>Seasonal adjustment</family>
                        </method>
                    </item>
                    <item name="regarima">
                        <subset>
                            <item name="algorithm">
<method version="3.0.0">
    <name>regarima</name>
    <family>Modelling</family>
</method>
                            </item>
                            <item name="arima">
<subset>
    <item name="period">
        <integer>12</integer>
    </item>
    <item name="d">
        <integer>1</integer>
    </item>
    <item name="theta">
        <params>
            <coef type="Estimated">
                <value>0.3822490314918985</value>
            </coef>
        </params>
    </item>
    <item name="bd">
        <integer>1</integer>
    </item>
    <item name="btheta">
        <params>
            <coef type="Estimated">
                <value>-0.27908816555165405</value>
            </coef>
        </params>
    </item>
</subset>
                            </item>
                            <item name="regression">
<subset>
    <item name="outlier1">
        <subset>
            <item name="type">
                <string>LS</string>
            </item>
            <item name="pos">
                <string>2000-05-01</string>
            </item>
            <item name="name">
                <string>LS (2000-05-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>8.859293141395128</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Trend</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier2">
        <subset>
            <item name="type">
                <string>LS</string>
            </item>
            <item name="pos">
                <string>2000-06-01</string>
            </item>
            <item name="name">
                <string>LS (2000-06-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-19.774388390618373</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Trend</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier3">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2001-11-01</string>
            </item>
            <item name="name">
                <string>AO (2001-11-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-7.284181357139598</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier4">
        <subset>
            <item name="type">
                <string>LS</string>
            </item>
            <item name="pos">
                <string>2002-03-01</string>
            </item>
            <item name="name">
                <string>LS (2002-03-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>10.73675539109074</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Trend</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier5">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2003-01-01</string>
            </item>
            <item name="name">
                <string>AO (2003-01-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-3.284201076832855</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier6">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2003-06-01</string>
            </item>
            <item name="name">
                <string>AO (2003-06-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>9.603405116339946</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier7">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2004-02-01</string>
            </item>
            <item name="name">
                <string>AO (2004-02-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-14.165914634333594</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier8">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2004-04-01</string>
            </item>
            <item name="name">
                <string>AO (2004-04-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-16.10391790265956</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier9">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2006-03-01</string>
            </item>
            <item name="name">
                <string>AO (2006-03-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>8.337688867211238</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier10">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2006-12-01</string>
            </item>
            <item name="name">
                <string>AO (2006-12-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-18.100186940709783</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier11">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2007-11-01</string>
            </item>
            <item name="name">
                <string>AO (2007-11-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-6.122387140938549</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier12">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2009-08-01</string>
            </item>
            <item name="name">
                <string>AO (2009-08-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-9.123756415879555</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier13">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2010-07-01</string>
            </item>
            <item name="name">
                <string>AO (2010-07-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-3.482237894488106</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier14">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2010-10-01</string>
            </item>
            <item name="name">
                <string>AO (2010-10-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>13.751789905358212</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier15">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2010-12-01</string>
            </item>
            <item name="name">
                <string>AO (2010-12-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>3.9248658866199473</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier16">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2011-06-01</string>
            </item>
            <item name="name">
                <string>AO (2011-06-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-4.24829235360288</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier17">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2014-04-01</string>
            </item>
            <item name="name">
                <string>AO (2014-04-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>8.813534135392223</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier18">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2014-12-01</string>
            </item>
            <item name="name">
                <string>AO (2014-12-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>5.506373095147079</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier19">
        <subset>
            <item name="type">
                <string>TC</string>
            </item>
            <item name="pos">
                <string>2016-12-01</string>
            </item>
            <item name="rate">
                <double>0.7</double>
            </item>
            <item name="name">
                <string>TC (2016-12-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-4.613356428915136</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier20">
        <subset>
            <item name="type">
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                        <value>-0.3107218754164527</value>
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                    <coef type="Estimated">
                        <value>0.10334093155571145</value>
                    </coef>
                    <coef type="Estimated">
                        <value>0.10931767229412502</value>
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    </item>
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            <item name="type">
                <string>Easter</string>
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            <item name="param">
                <integer>1</integer>
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                <param type="Estimated">
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            <item name="type">
                <string>AO</string>
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                <string>2001-05-01</string>
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            <item name="type">
                <string>AO</string>
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                <string>2003-04-01</string>
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                <string>AO (2003-04-01)</string>
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            <item name="type">
                <string>AO</string>
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                <string>2003-07-01</string>
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                <string>AO (2003-07-01)</string>
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                <param type="Estimated">
                    <value>-3.1902853714318526</value>
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                <strings>
                    <items>regeffect Irregular</items>
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    <item name="outlier4">
        <subset>
            <item name="type">
                <string>LS</string>
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                <string>2004-04-01</string>
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                <string>LS (2004-04-01)</string>
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                <param type="Estimated">
                    <value>11.47370514116534</value>
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                <strings>
                    <items>regeffect Trend</items>
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            <item name="type">
                <string>TC</string>
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                <string>2007-09-01</string>
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                <string>TC (2007-09-01)</string>
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                <param type="Estimated">
                    <value>8.747512421249908</value>
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            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
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    <item name="outlier6">
        <subset>
            <item name="type">
                <string>TC</string>
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                <string>2007-11-01</string>
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                <double>0.7</double>
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                <string>TC (2007-11-01)</string>
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                <param type="Estimated">
                    <value>-2.7261470387388815</value>
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                <strings>
                    <items>regeffect Irregular</items>
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        <subset>
            <item name="type">
                <string>AO</string>
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                <string>2008-05-01</string>
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                <string>AO (2008-05-01)</string>
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                    <value>3.49344282348605</value>
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                <strings>
                    <items>regeffect Irregular</items>
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    <item name="outlier8">
        <subset>
            <item name="type">
                <string>AO</string>
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            <item name="pos">
                <string>2008-08-01</string>
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                <string>AO (2008-08-01)</string>
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                <param type="Estimated">
                    <value>6.8164545686059395</value>
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                <strings>
                    <items>regeffect Irregular</items>
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    <item name="outlier9">
        <subset>
            <item name="type">
                <string>AO</string>
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                <string>2010-07-01</string>
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                <string>AO (2010-07-01)</string>
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                <param type="Estimated">
                    <value>-1.8147894332492063</value>
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                <strings>
                    <items>regeffect Irregular</items>
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    <item name="outlier10">
        <subset>
            <item name="type">
                <string>AO</string>
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                <string>2012-03-01</string>
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                <string>AO (2012-03-01)</string>
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                <param type="Estimated">
                    <value>3.386601724992815</value>
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            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
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    <item name="outlier11">
        <subset>
            <item name="type">
                <string>AO</string>
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            <item name="pos">
                <string>2012-10-01</string>
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                <string>AO (2012-10-01)</string>
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                <param type="Estimated">
                    <value>1.8318489057021712</value>
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            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
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            </item>
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    </item>
    <item name="outlier12">
        <subset>
            <item name="type">
                <string>TC</string>
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                <string>2014-02-01</string>
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                <double>0.7</double>
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                <string>TC (2014-02-01)</string>
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                <param type="Estimated">
                    <value>-5.36298981153649</value>
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            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
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    <item name="outlier13">
        <subset>
            <item name="type">
                <string>AO</string>
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                <string>2014-04-01</string>
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                <string>AO (2014-04-01)</string>
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                <param type="Estimated">
                    <value>-11.442088967802146</value>
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            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
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    <item name="outlier14">
        <subset>
            <item name="type">
                <string>AO</string>
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                <string>2015-12-01</string>
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                <string>AO (2015-12-01)</string>
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                <param type="Estimated">
                    <value>9.866163093345271</value>
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                <strings>
                    <items>regeffect Irregular</items>
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    <item name="outlier15">
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            <item name="type">
                <string>AO</string>
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                <string>2016-03-01</string>
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                <string>AO (2016-03-01)</string>
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                <param type="Estimated">
                    <value>12.117726266158847</value>
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                <strings>
                    <items>regeffect Irregular</items>
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    <item name="outlier16">
        <subset>
            <item name="type">
                <string>AO</string>
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                <string>2016-06-01</string>
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                <string>AO (2016-06-01)</string>
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                    <value>-5.284739334814961</value>
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                    <items>regeffect Irregular</items>
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            <item name="type">
                <string>AO</string>
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                <string>2016-12-01</string>
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                <string>AO (2016-12-01)</string>
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                    <value>8.039025738954223</value>
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                    <items>regeffect Irregular</items>
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            <item name="type">
                <string>AO</string>
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                <string>2018-11-01</string>
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                <string>AO (2018-11-01)</string>
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                    <value>-7.54897497583824</value>
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                    <items>regeffect Irregular</items>
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            <item name="type">
                <string>LS</string>
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                <string>2020-01-01</string>
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                <string>LS (2020-01-01)</string>
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                <param type="Estimated">
                    <value>5.167675004823421</value>
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                <strings>
                    <items>regeffect Trend</items>
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            <item name="type">
                <string>AO</string>
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                <string>2020-10-01</string>
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                <string>AO (2020-10-01)</string>
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                <param type="Estimated">
                    <value>-8.176704683410742</value>
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            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
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    </item>
    <item name="outlier21">
        <subset>
            <item name="type">
                <string>LS</string>
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                <string>2021-07-01</string>
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                <string>LS (2021-07-01)</string>
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                <param type="Estimated">
                    <value>4.27405678706033</value>
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                <strings>
                    <items>regeffect Trend</items>
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            <item name="type">
                <string>AO</string>
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                <string>2022-05-01</string>
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                <string>AO (2022-05-01)</string>
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                <param type="Estimated">
                    <value>-12.770478722327166</value>
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            <item name="attribute1">
                <strings>
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    <item name="outlier23">
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            <item name="type">
                <string>AO</string>
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                <string>2022-07-01</string>
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                <string>AO (2022-07-01)</string>
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                <param type="Estimated">
                    <value>-14.034162086339599</value>
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                <strings>
                    <items>regeffect Irregular</items>
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    </item>
    <item name="outlier24">
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            <item name="type">
                <string>AO</string>
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            <item name="pos">
                <string>2024-09-01</string>
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                <string>AO (2024-09-01)</string>
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                <param type="Estimated">
                    <value>6.85904622469892</value>
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                <strings>
                    <items>regeffect Irregular</items>
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    </item>
</subset>
                            </item>
                        </subset>
                    </item>
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<method version="3.0.0">
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    <item name="period">
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            <coef type="Estimated">
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            <coef type="Estimated">
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                            </item>
                            <item name="regression">
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                    <coef type="Estimated">
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                    <coef type="Estimated">
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                    <coef type="Estimated">
                        <value>0.10334093155571145</value>
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                    <coef type="Estimated">
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                <integer>1</integer>
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            <item name="type">
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            <item name="attribute1">
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                    <items>regeffect Irregular</items>
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    <item name="outlier2">
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            <item name="type">
                <string>AO</string>
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                <string>AO (2003-04-01)</string>
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                    <value>-15.422084613910227</value>
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            <item name="attribute1">
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                    <items>regeffect Irregular</items>
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    <item name="outlier3">
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            <item name="type">
                <string>AO</string>
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                <string>2003-07-01</string>
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                <param type="Estimated">
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                    <items>regeffect Irregular</items>
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            <item name="type">
                <string>LS</string>
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                <strings>
                    <items>regeffect Irregular</items>
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    <item name="outlier6">
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            <item name="type">
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                    <items>regeffect Irregular</items>
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    </item>
    <item name="outlier7">
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            <item name="type">
                <string>AO</string>
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                <string>2008-05-01</string>
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                <string>AO (2008-05-01)</string>
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            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
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    </item>
    <item name="outlier8">
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            <item name="type">
                <string>AO</string>
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                <string>2008-08-01</string>
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                <string>AO (2008-08-01)</string>
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                <param type="Estimated">
                    <value>6.8164545686059395</value>
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            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier9">
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    </item>
</subset>
                            </item>
                            <item name="regression">
<subset>
    <item name="outlier1">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2002-05-01</string>
            </item>
            <item name="name">
                <string>AO (2002-05-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>6.844858590784826</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier2">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2003-08-01</string>
            </item>
            <item name="name">
                <string>AO (2003-08-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-9.364936736586719</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier3">
        <subset>
            <item name="type">
                <string>TC</string>
            </item>
            <item name="pos">
                <string>2004-02-01</string>
            </item>
            <item name="rate">
                <double>0.7</double>
            </item>
            <item name="name">
                <string>TC (2004-02-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-6.820102962219641</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier4">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2005-01-01</string>
            </item>
            <item name="name">
                <string>AO (2005-01-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-4.616470918932014</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier5">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2005-08-01</string>
            </item>
            <item name="name">
                <string>AO (2005-08-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-11.08286575663742</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier6">
        <subset>
            <item name="type">
                <string>TC</string>
            </item>
            <item name="pos">
                <string>2005-10-01</string>
            </item>
            <item name="rate">
                <double>0.7</double>
            </item>
            <item name="name">
                <string>TC (2005-10-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>4.866758777692141</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier7">
        <subset>
            <item name="type">
                <string>TC</string>
            </item>
            <item name="pos">
                <string>2006-10-01</string>
            </item>
            <item name="rate">
                <double>0.7</double>
            </item>
            <item name="name">
                <string>TC (2006-10-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>6.3876117235241425</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier8">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2011-08-01</string>
            </item>
            <item name="name">
                <string>AO (2011-08-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>7.083490539927158</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier9">
        <subset>
            <item name="type">
                <string>TC</string>
            </item>
            <item name="pos">
                <string>2013-07-01</string>
            </item>
            <item name="rate">
                <double>0.7</double>
            </item>
            <item name="name">
                <string>TC (2013-07-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-11.77651735616231</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier10">
        <subset>
            <item name="type">
                <string>TC</string>
            </item>
            <item name="pos">
                <string>2013-08-01</string>
            </item>
            <item name="rate">
                <double>0.7</double>
            </item>
            <item name="name">
                <string>TC (2013-08-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>6.613428110503695</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier11">
        <subset>
            <item name="type">
                <string>LS</string>
            </item>
            <item name="pos">
                <string>2013-11-01</string>
            </item>
            <item name="name">
                <string>LS (2013-11-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>12.168874862938955</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Trend</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier12">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2018-10-01</string>
            </item>
            <item name="name">
                <string>AO (2018-10-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-7.145734618452582</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier13">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2020-06-01</string>
            </item>
            <item name="name">
                <string>AO (2020-06-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>2.1804063385014523</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
</subset>
                            </item>
                        </subset>
                    </item>
                </subset>
            </item>
            <item name="pointspec">
                <subset>
                    <item name="algorithm">
                        <method version="3.0.0">
                            <name>x13</name>
                            <family>Seasonal adjustment</family>
                        </method>
                    </item>
                    <item name="regarima">
                        <subset>
                            <item name="algorithm">
<method version="3.0.0">
    <name>regarima</name>
    <family>Modelling</family>
</method>
                            </item>
                            <item name="arima">
<subset>
    <item name="period">
        <integer>12</integer>
    </item>
    <item name="phi">
        <params>
            <coef type="Estimated">
                <value>-0.15155941530688322</value>
            </coef>
            <coef type="Estimated">
                <value>0.36769671889080296</value>
            </coef>
        </params>
    </item>
    <item name="d">
        <integer>1</integer>
    </item>
    <item name="theta">
        <params>
            <coef type="Estimated">
                <value>0.4056877236167261</value>
            </coef>
        </params>
    </item>
    <item name="bd">
        <integer>1</integer>
    </item>
    <item name="btheta">
        <params>
            <coef type="Estimated">
                <value>-0.7841346610273455</value>
            </coef>
        </params>
    </item>
</subset>
                            </item>
                            <item name="regression">
<subset>
    <item name="outlier1">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2002-05-01</string>
            </item>
            <item name="name">
                <string>AO (2002-05-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>6.844858590784826</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier2">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2003-08-01</string>
            </item>
            <item name="name">
                <string>AO (2003-08-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-9.364936736586719</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier3">
        <subset>
            <item name="type">
                <string>TC</string>
            </item>
            <item name="pos">
                <string>2004-02-01</string>
            </item>
            <item name="rate">
                <double>0.7</double>
            </item>
            <item name="name">
                <string>TC (2004-02-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-6.820102962219641</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier4">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2005-01-01</string>
            </item>
            <item name="name">
                <string>AO (2005-01-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-4.616470918932014</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier5">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2005-08-01</string>
            </item>
            <item name="name">
                <string>AO (2005-08-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-11.08286575663742</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier6">
        <subset>
            <item name="type">
                <string>TC</string>
            </item>
            <item name="pos">
                <string>2005-10-01</string>
            </item>
            <item name="rate">
                <double>0.7</double>
            </item>
            <item name="name">
                <string>TC (2005-10-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>4.866758777692141</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier7">
        <subset>
            <item name="type">
                <string>TC</string>
            </item>
            <item name="pos">
                <string>2006-10-01</string>
            </item>
            <item name="rate">
                <double>0.7</double>
            </item>
            <item name="name">
                <string>TC (2006-10-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>6.3876117235241425</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier8">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2011-08-01</string>
            </item>
            <item name="name">
                <string>AO (2011-08-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>7.083490539927158</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier9">
        <subset>
            <item name="type">
                <string>TC</string>
            </item>
            <item name="pos">
                <string>2013-07-01</string>
            </item>
            <item name="rate">
                <double>0.7</double>
            </item>
            <item name="name">
                <string>TC (2013-07-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-11.77651735616231</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier10">
        <subset>
            <item name="type">
                <string>TC</string>
            </item>
            <item name="pos">
                <string>2013-08-01</string>
            </item>
            <item name="rate">
                <double>0.7</double>
            </item>
            <item name="name">
                <string>TC (2013-08-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>6.613428110503695</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier11">
        <subset>
            <item name="type">
                <string>LS</string>
            </item>
            <item name="pos">
                <string>2013-11-01</string>
            </item>
            <item name="name">
                <string>LS (2013-11-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>12.168874862938955</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Trend</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier12">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2018-10-01</string>
            </item>
            <item name="name">
                <string>AO (2018-10-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>-7.145734618452582</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
    <item name="outlier13">
        <subset>
            <item name="type">
                <string>AO</string>
            </item>
            <item name="pos">
                <string>2020-06-01</string>
            </item>
            <item name="name">
                <string>AO (2020-06-01)</string>
            </item>
            <item name="coef">
                <param type="Estimated">
                    <value>2.1804063385014523</value>
                </param>
            </item>
            <item name="attribute1">
                <strings>
                    <items>regeffect Irregular</items>
                </strings>
            </item>
        </subset>
    </item>
</subset>
                            </item>
                        </subset>
                    </item>
                </subset>
            </item>
            <item name="quality">
                <string>Good</string>
            </item>
        </subset>
    </item>
    <item name="domainspecs">
        <subset>
            <item name="spec1">
                <subset>
                    <item name="algorithm">
                        <method version="3.0.0">
                            <name>x13</name>
                            <family>Seasonal adjustment</family>
                        </method>
                    </item>
                    <item name="regarima">
                        <subset>
                            <item name="algorithm">
<method version="3.0.0">
    <name>regarima</name>
    <family>Modelling</family>
</method>
                            </item>
                            <item name="transform">
<subset>
    <item name="function">
        <string>Auto</string>
    </item>
</subset>
                            </item>
                            <item name="automdl">
<subset/>
                            </item>
                            <item name="outlier">
<subset>
    <item name="ao">
        <double>0.0</double>
    </item>
    <item name="ls">
        <double>0.0</double>
    </item>
    <item name="tc">
        <double>0.0</double>
    </item>
</subset>
                            </item>
                            <item name="regression">
<subset>
    <item name="tradingdays">
        <subset>
            <item name="autopval1">
                <double>0.0</double>
            </item>
            <item name="autopval2">
                <double>0.0</double>
            </item>
            <item name="option">
                <string>TD7</string>
            </item>
            <item name="leapyear">
                <string>LeapYear</string>
            </item>
            <item name="test">
                <string>Remove</string>
            </item>
        </subset>
    </item>
    <item name="easter">
        <subset>
            <item name="type">
                <string>Easter</string>
            </item>
            <item name="param">
                <integer>8</integer>
            </item>
            <item name="test">
                <string>Add</string>
            </item>
        </subset>
    </item>
</subset>
                            </item>
                        </subset>
                    </item>
                </subset>
            </item>
        </subset>
    </item>
</informationSet>
