R: Combines Changepoint Analysis with 'ggplot2'

# Combines Changepoint Analysis with 'ggplot2'

## Documentation for package ‘ggchangepoint’ version 0.4.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.
- Package NEWS.

## Help Pages

annotate_segments | Annotate segments with alternating shading
as.data.frame.ggcpt | Coerce, format, and plot ggcpt objects
as_tibble.ggcpt | Coerce, format, and plot ggcpt objects
augment.ggcpt | Augment a ggcpt object
autoplot.ggcpt | Autoplot a ggcpt object
autoplot.ggcpt_batch | Batch changepoint detection over many series
autoplot.ggcpt_path | CROPS — the full penalty path of a penalised changepoint method
autoplot.ggcpt_stability | Changepoint stability diagnostics via bootstrap
bcp_wrapper | Bayesian changepoint wrapper (Barry-Hartigan product partition model)
beast_wrapper | BEAST wrapper — Bayesian estimation of abrupt change, seasonality, and trend
bocpd_wrapper | Bayesian online changepoint detection wrapper (BOCPD)
cpm_wrapper | Sequential change point model wrapper (CPM)
cpop_wrapper | CPOP wrapper — optimal change-in-slope detection
cpt_batch | Batch changepoint detection over many series
cpt_cite | Cite the method behind a result
cpt_crops | CROPS — the full penalty path of a penalised changepoint method
cpt_detect | Unified changepoint detection dispatcher
cpt_methods | Introspect available changepoint detection methods
cpt_metrics | Changepoint accuracy metrics
cpt_metrics_annotated | Multi-annotator evaluation
cpt_penalty | Construct changepoint penalties
cpt_simulate | Generate simulated changepoint data
cpt_stability | Changepoint stability diagnostics via bootstrap
cpt_wrapper | Changepoint wrapper
decafs_wrapper | DeCAFS wrapper — changes amid drift and autocorrelated noise
ecp_wrapper | ecp wrapper
envcpt_wrapper | EnvCpt wrapper — changepoints versus trends versus autocorrelation
fastcpd_wrapper | fastcpd wrapper — fast changepoint detection via sequential gradient descent
format.ggcpt | Coerce, format, and plot ggcpt objects
fpop_wrapper | FPOP wrapper — Functional Pruning Optimal Partitioning
geomcp_wrapper | Geometrically-inspired multivariate changepoint wrapper (geomcp)
geom_changepoint | Changepoint vertical rules geom
geom_cpt_ci | Changepoint confidence interval geom
geom_cpt_segment | Changepoint segment level geom
ggcptplot | Plot for the changepoint package
ggcpt_compare | Compare multiple changepoint detection methods
ggcpt_compare_table | Comparison table
ggcpt_eval | Evaluation visualization
ggcpt_interactive | Interactive changepoint plot
ggcpt_methods | Coerce, format, and plot ggcpt objects
ggcpt_posterior | Posterior probability plot for Bayesian results
ggcpt_runlength | Run-length posterior heatmap for Bayesian online results
ggecpplot | Plot for the ecp package
glance.ggcpt | Glance at a ggcpt object
idetect_wrapper | Isolate-Detect wrapper
inspect_wrapper | inspect wrapper — high-dimensional changepoints via sparse projection
is_ggcpt | Test if an object is a ggcpt object
kcp_wrapper | Kernel changepoint wrapper (KCP on running statistics)
mosum_wrapper | MOSUM wrapper — Moving Sum
new_ggcpt | Create a ggcpt object
not_wrapper | NOT wrapper — Narrowest-Over-Threshold
npmojo_wrapper | Nonparametric MOSUM wrapper (NP-MOJO)
ocd_wrapper | ocd wrapper — online high-dimensional changepoint detection
plot.ggcpt | Coerce, format, and plot ggcpt objects
print.ggcpt | Print a ggcpt object
print.ggcpt_batch | Batch changepoint detection over many series
print.ggcpt_path | CROPS — the full penalty path of a penalised changepoint method
print.ggcpt_stability | Changepoint stability diagnostics via bootstrap
print.summary.ggcpt | Summary of a ggcpt object
rcpt | Generate simulated changepoint data
segmented_wrapper | Broken-line regression wrapper (segmented)
signal_blocks | Blocks test signal
signal_fms | FMS (Four-Metric-Segments) test signal
signal_mix | Mix test signal
signal_stairs | Stairs test signal
signal_teeth | Teeth test signal
smuce_wrapper | SMUCE / HSMUCE wrapper — multiscale changepoint inference
sn_wrapper | Self-normalisation wrapper (SNSeg)
stat_changepoint | Changepoint detection stat
strucchange_wrapper | Bai-Perron structural break wrapper (strucchange)
summary.ggcpt | Summary of a ggcpt object
tguh_wrapper | TGUH wrapper
theme_ggcpt | ggchangepoint theme
tidy.ggcpt | Tidy a ggcpt object
tidy.ggcpt_batch | Batch changepoint detection over many series
tidy.ggcpt_path | CROPS — the full penalty path of a penalised changepoint method
wbs2_wrapper | WBS2 wrapper — Wild Binary Segmentation 2
wbs_wrapper | WBS wrapper — Wild Binary Segmentation