R: Fast Change Point Detection via Sequential Gradient Descent

# Fast Change Point Detection via Sequential Gradient Descent

## Documentation for package ‘fastcpd’ version 0.16.2

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

## Help Pages

bitcoin | Bitcoin Market Price (USD)
fastcpd | Find change points efficiently
fastcpd-class | An S4 class to store the output created with 'fastcpd()'
fastcpd.ar | Find change points efficiently in AR(p) models
fastcpd.arima | Find change points efficiently in ARIMA(p, d, q) models
fastcpd.arma | Find change points efficiently in ARMA(p, q) models
fastcpd.binomial | Find change points efficiently in logistic regression models
fastcpd.garch | Find change points efficiently in GARCH(p, q) models
fastcpd.lasso | Find change points efficiently in penalized linear regression models
fastcpd.lm | Find change points efficiently in linear regression models
fastcpd.mean | Find change points efficiently in mean change models
fastcpd.meanvariance | Find change points efficiently in mean variance change models
fastcpd.mv | Find change points efficiently in mean variance change models
fastcpd.poisson | Find change points efficiently in Poisson regression models
fastcpd.ts | Find change points efficiently in time series data
fastcpd.var | Find change points efficiently in VAR(p) models
fastcpd.variance | Find change points efficiently in variance change models
fastcpd_ar | Find change points efficiently in AR(p) models
fastcpd_arima | Find change points efficiently in ARIMA(p, d, q) models
fastcpd_arma | Find change points efficiently in ARMA(p, q) models
fastcpd_binomial | Find change points efficiently in logistic regression models
fastcpd_garch | Find change points efficiently in GARCH(p, q) models
fastcpd_lasso | Find change points efficiently in penalized linear regression models
fastcpd_lm | Find change points efficiently in linear regression models
fastcpd_mean | Find change points efficiently in mean change models
fastcpd_meanvariance | Find change points efficiently in mean variance change models
fastcpd_mv | Find change points efficiently in mean variance change models
fastcpd_poisson | Find change points efficiently in Poisson regression models
fastcpd_ts | Find change points efficiently in time series data
fastcpd_var | Find change points efficiently in VAR(p) models
fastcpd_variance | Find change points efficiently in variance change models
occupancy | Occupancy Detection Data Set
plot-method | Plot the data and the change points for a fastcpd object
plot.fastcpd | Plot the data and the change points for a fastcpd object
print-method | Print the call and the change points for a fastcpd object
print.fastcpd | Print the call and the change points for a fastcpd object
show-method | Show the available methods for a fastcpd object
show.fastcpd | Show the available methods for a fastcpd object
summary-method | Show the summary of a fastcpd object
summary.fastcpd | Show the summary of a fastcpd object
transcriptome | Transcription Profiling of 57 Human Bladder Carcinoma Samples
uk_seatbelts | UK Seatbelts Data
variance.arma | Variance estimation for ARMA model with change points
variance.lm | Variance estimation for linear models with change points
variance.mean | Variance estimation for mean change models
variance.median | Variance estimation for median change models
variance_arma | Variance estimation for ARMA model with change points
variance_lm | Variance estimation for linear models with change points
variance_mean | Variance estimation for mean change models
variance_median | Variance estimation for median change models
well_log | Well-log Dataset from Numerical Bayesian Methods Applied to Signal Processing