generate_data_with_S: Functions used to generate latent state data in the various...

In acweisha/gFPCAClassif: Classification of Binary Functional Data

Description

Functions used to generate latent state data in the various scenarios in accompanying paper

Usage

generate_data_with_S(
  scenario = 3,
  Curves_binary,
  N,
  J,
  Ys,
  alpha1 = 2/3,
  alpha2 = 1/4
)

Arguments

scenario	Which scenario to generate S data
Curves_binary	The binary-valued functional data
N	Total number of subjects to generate data for
J	Number of realizations
Ys	Group assignments for the N individuals
alpha1	probability for latent state i ngroup 1
alpha2	probability for latent state in group 2

Value

Binary or latent curves with latent states

acweisha/gFPCAClassif documentation built on Dec. 18, 2021, 10:23 p.m.