Bivariate Hurdle Regression with Bayesian Model Averaging

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Documentation for package ‘bivarhr’ version 0.1.5

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bivarhr-package bivarhr: Bivariate Hurdle Regression
add_qsig Add BH-adjusted q-values and significance stars
bivarhr bivarhr: Bivariate Hurdle Regression
build_design Build Design Matrices for Bivariate Hurdle Model
contrafactual_ATE Contrafactual Average Treatment Effects (ATE) for the Bivariate Hurdle Model
disc_terciles Discretize Numeric Vector into Terciles
export_results Export Analysis Results
fit_one Fit Single Bivariate Hurdle Model
get_hurdle_model Get Default Hurdle Model
load_saved_results Load Saved Results from Directory
make_lags Create Lag Matrix
placebo_temporal Temporal Placebo Test via Time-Index Permutations
prewhiten_bin_glm Pre-whiten binary series with logistic GLM
prewhiten_count_glm Pre-whiten count series with GLM / NegBin model
prewhiten_rate_glm Pre-whiten rate series with log-link Gaussian GLM
print_floor_smoketest Print summary of FLOOR smoke test (ELPD ranking invariance)
read_bma_all Read and consolidate BMA weight tables
rolling_oos Rolling Out-of-Sample Forecast Evaluation
run_dbn Fit a Two-Slice Dynamic Bayesian Network (DBN) for I, C, and Regime
run_eba Extreme-Bounds Analysis (EBA) over Control-Variable Combinations
run_hmm Hidden Markov Model (HMM) for Path Dependence (Counts I and C)
run_sensemakr Sensitivity Analysis to Unobserved Confounding (sensemakr)
run_synth_bsts Synthetic Control via BSTS (CausalImpact)
run_transfer_entropy Transfer Entropy for Counts, Rates, and Binary Series
run_varx Fit VARX model with diagnostics for I and C
select_by_bma Select Best Model via Bayesian Model Averaging
smoketest_floor_elpd_invariance Smoke Test for FLOOR ELPD Invariance
standardize_continuous Standardize Continuous Columns
standardize_continuous_in_place Standardize Continuous Columns In Place
summarise_hurdle_top3_posthoc Summarise top-3 Hurdle-NB models across control combos
summarise_placebo_top3_posthoc Summarise top-3 temporal placebo results
summarise_te_top3_by_type_posthoc Summarise top-3 transfer entropy results by type
summarise_te_top3_posthoc Summarise top-3 transfer entropy results (global)
summarise_tvarstar_posthoc Summarise nonlinear time-series models (TVAR and LSTAR)
summarise_varx_posthoc Summarise VARX model fit and diagnostics