Categorical Functional Data Analysis

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Documentation for package ‘cfda’ version 0.11.0

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

Help Pages

cfda-package	Categorical Functional Data Analysis
biofam2	Family life states from the Swiss Household Panel biographical survey
boxplot.timeSpent	Boxplot of time spent in each state
care	Care trajectories
compute_duration	Compute duration of individuals
compute_number_jumps	Compute the number of jumps
compute_optimal_encoding	Compute the optimal encoding for each state
compute_time_spent	Compute time spent in each state
convertToCfd	Convert data to categorical functional data
cut_data	Cut data to a maximal given time
estimate_Markov	Estimate transition matrix and spent time
estimate_pt	Estimate probabilities to be in each state
flours	Flours dataset
generate_2State	Generate data following a 2 states model
generate_Markov	Generate Markov Trajectories
get_encoding	Extract the computed encoding
get_state	Extract the state of each individual at a given time
hist.duration	Plot the duration
hist.njump	Plot the number of jumps
matrixToCfd	Convert a matrix to a cfda data.frame
plot.fmca	Plot the optimal encoding
plot.Markov	Plot the transition graph
plot.pt	Plot probabilities
plotComponent	Plot Components
plotData	Plot categorical functional data
plotEigenvalues	Plot Eigenvalues
predict.fmca	Predict the principal components for new trajectories
print.fmca	Print a 'fmca' object
remove_duplicated_states	Remove duplicated states
statetable	Table of transitions
summary.fmca	Object Summaries
summary_cfd	Summary