Bootstrap aggregated classification for sparse functional data

Hyunsung Kim & Yaeji Lim (2022). Bootstrap aggregated classification for sparse functional data. Journal of Applied Statistics, 49(8), 2052–2063. https://doi.org/10.1080/02664763.2021.1889997

Description

• R/ : R-codes for the paper
  • bagFPCA.R : The main R script file containing all functions for the paper
  • real_data_1.R : R code for 5.2 Spinal bone mineral density data (Data is available on here.)
  • real_data_2.R : R code for 5.1 Berkely growth data
  • simulation_1.R : R code for 4.1 Simulation 1
  • simulation_2.R : R code for 4.1 Simulation 2
  • simulation_plot.R, visualization.R : R code for figures in the paper
• img/ : Figures in the paper
• RData/ : Result RData files for simulations and real data analyses