Working with and Analyzing Functional Data of Varying Lengths


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Documentation for package ‘VDPO’ version 0.2.0

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add_grid Grid adder for dataframes
adjust_proportion Iteratively adjust intercept to achieve target proportion in binomial simulation
data_generator_po_1d Generate 1D functional data (current or legacy)
data_generator_po_2d Generate two-dimensional partially observed functional data
data_generator_vd Data generator function for the variable domain case
ffpo Defining partially observed functional data terms in VDPO formulae
ffpo_2d Defining partially observed bidimensional functional data terms in VDPO formulae
ffvd Defining variable domain functional data terms in vd_fit formulae
mfpca_vd Multivariate functional principal component analysis for variable domain data
plot.mfpca_vd Plot method for variable domain multivariate FPCA
plot_ci Plot Functional Curves with Confidence Intervals
po_2d_fit Estimation of functional regression models for partially observed bidimensional functional data
po_fit Estimation of functional regression models for partially observed functional data
vd_fit Estimation of the generalized additive functional regression models for variable domain functional data