simuGene

<p>The `simuGene` dataset contains 500 SNPs simulated  data from
a commonly used tool for genetic data, HapGen2. We re-sampled existing genotype
data to create this simulated data. The genotype data we resample from is the
publicly available 1000 Genomes Project data. More specifically, we use resampled
from chromosome 14.</p>

datasets

To provide a comprehensive analysis of high dimensional longitudinal
data,this package provides analysis for any combination of 1) simultaneous
variable selection and estimation, 2) mean regression or quantile regression
for heterogeneous data, 3) cross-sectional or longitudinal data, 4) balanced
or imbalanced data, 5) moderate, high or even ultra-high dimensional data,
via computationally efficient implementations of penalized generalized
estimating equations.

Tianhai Zu

geeVerse

A Comprehensive Analysis of High Dimensional Longitudinal Data

Brittany Green

Yan Yu

simuGene function

<p>A data frame with 1000 rows (subjects) and 500 columns (SNPs).</p>

simuGene: A Simulated Genetic Data from HapGen2

Description

Usage

Arguments

Format

Examples