Batched {DLSSM} | R Documentation |
Combine data into Batched data
Description
The time domain of observation will first be standardized into [0,1]. Then [0,1] will be divided into S equally spaced intervals as described in Jiang et al.(2021, Biometrics). Then those intervals slice the dataset to S batches of data.
Usage
Batched(formula, data, time, S)
Arguments
formula |
An object of class "formula" (or one that can be coerced to that class): a symbolic description of response and covariates in the model. |
data |
Dataset matrix containing the observations (one rows is a sample). |
time |
The time variable in the dataset. The varying coefficient functions are assumed to be smooth functions of this variable. |
S |
Number of batches |
Value
batched | List of batched data, the element of list is matrix with each row representing a sample |
gap.len | interval length 1/S |
Author(s)
Jiakun Jiang, Wei Yang, Wensheng Guo
[Package DLSSM version 1.1.1 Index]