README.md

In feiyoung/nptvcmPD: NonParametric Time-Varying Coefficient Mmodel for Panel Data

nptvcmPD

NonParametric Time-Varying Coefficient Model for Panel Data (nptvcmPD). Nonparametric time-varying coefficients model based penalty for longitudinal data with pre-specified finite time points, also known as panel data.

Reference

• Lin, H., Hong, H. G., Yang, B., Liu, W., Zhang, Y., Fan, G. Z., & Li, Y. (2019). Nonparametric Time-Varying Coefficient Models for Panel Data. Statistics in Biosciences, 1-19.

Installation

• Install Rtools
• Install devtools by running

install.packages("devtools")
library(devtools)
install_github('feiyoung/nptvcmPD')

• Running the following R code to use it!

  library(nptvcmPD)
  example("nptvcm")

feiyoung/nptvcmPD documentation built on July 6, 2019, 12:05 a.m.