Functional Change Point Detection and Analysis

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Documentation for package ‘fChange’ version 2.0.0

• DESCRIPTION file.
• Package NEWS.

Help Pages

acf	ACF/PACF Functions
acf.default	ACF/PACF Functions
acf.dfts	ACF/PACF Functions
adaptive_bandwidth	Adaptive_bandwidth
as.dfts	dfts Objects
autocorrelation	Estimate the autocorrelation function of the series
autocovariance	Estimate the autocovariance function of the series
average	Average Functions for dfts Objects
bartlett_kernel	Kernel Functions
cancer	Breast Cancer
center	Generic Centering of Data
center.data.frame	Generic Centering of Data
center.default	Generic Centering of Data
center.dfts	Generic Centering of Data
center.matrix	Generic Centering of Data
confidence_interval	Change Point Confidence Intervals
cumsum.dfts	Group Generic Functions
daniell_kernel	Kernel Functions
dfts	dfts Objects
dfts_group	Group Generic Functions
diff.dfts	Difference dfts
dim.dfts	Dimension of dfts Object
electricity	Spanish Spot Electricity Data
extract	Extract or Replace parts of dfts object
fchange	Change Point Detection
flat_top_kernel	Kernel Functions
generate_brownian_bridge	Generate a Brownian Bridge Process
generate_brownian_motion	Generate a Brownian Motion Process
generate_data	Generate Functional Data
generate_far1	Generate FAR(1) Data
generate_karhunen_loeve	Generate functional data
generate_ornstein_uhlenbeck	Generate Data via Ornstein-Uhlenbeck Process
impute	Functional Imputatio
is.dfts	dfts Objects
kernels	Kernel Functions
kpss_test	Functional KPSS Test
lag.dfts	Lag dfts objects
long_run_covariance	Estimate Long-run Covariance Kernel
Math.dfts	Group Generic Functions
max.dfts	Max / Min for dfts Objects
mean.dfts	Average Functions for dfts Objects
median.dfts	Average Functions for dfts Objects
min.dfts	Max / Min for dfts Objects
minmax	Max / Min for dfts Objects
Ops.dfts	Group Generic Functions
pacf	ACF/PACF Functions
pacf.default	ACF/PACF Functions
pacf.dfts	ACF/PACF Functions
parzen_kernel	Kernel Functions
pca	Generic Function for Principal Component Analysis
pca.default	Generic Function for Principal Component Analysis
pca.dfts	Generic Function for Principal Component Analysis
pca_examination	Principal Component Exploration
plot.dfts	Plot dfts objects
portmanteau_tests	Functional Hypothesis Tests for Functional Data
print.dfts	Print dfts objects
projection_model	Projection-based functional data model
qqplot	QQ Plot Generic Function
qqplot.default	QQ Plot Generic Function
qqplot.dfts	QQ Plot Generic Function
quadratic_spectral_kernel	Kernel Functions
quantile.dfts	Quantile dfts
rates	US Yield Curves
sd	Generic Function for Variance and Standard Deviation Computation
sd.default	Generic Function for Variance and Standard Deviation Computation
sd.dfts	Generic Function for Variance and Standard Deviation Computation
sdvar	Generic Function for Variance and Standard Deviation Computation
space_measuring_functions	Compute Spacing Measuring Functions
SPYUS500	S&P 500 Index Data
stationarity_test	Functional Stationarity Test
stat_3D	Draw 3D Geoms for ggplot2
summary.dfts	Summary for dfts Object
temperature	Australian Temperature Data
truncated_kernel	Kernel Functions
tukey_hanning_kernel	Kernel Functions
var	Generic Function for Variance and Standard Deviation Computation
var.default	Generic Function for Variance and Standard Deviation Computation
var.dfts	Generic Function for Variance and Standard Deviation Computation
[.dfts	Extract or Replace parts of dfts object
[<-.dfts	Extract or Replace parts of dfts object