Combines Changepoint Analysis with 'ggplot2'

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Documentation for package ‘ggchangepoint’ version 0.4.0

• DESCRIPTION file
• User guides, package vignettes and other documentation
• Package NEWS
• Package README

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