Home - News ( United States | United Kingdom | Italy | Germany ) - Football scores

Showing content from https://github.com/lebebr01/simglm below:

GitHub - lebebr01/simglm: Simulate regression models

This package can be directly installed through CRAN:

install.packages("simglm")

The development version of the package can be installed by using the devtools package.

library(devtools)
install_github("lebebr01/simglm")

The best way to become oriented with the simglm package is through the package vignette. There are two ways to get to the vignettes (both will open a browser to view the vignette). Below is an example loading the "Intro" vignette directly:

browseVignettes()
vignette("Intro", package = "simglm")

Note: If you install the development version of the package, you may need to tell R to build the vignettes when installing the simglm package by doing the following:

install_github("lebebr01/simglm", build_vignettes = TRUE)

A flexible suite of functions to simulate nested data.
Currently supports the following features:

• Longitudinal data simulation
• Three levels of nesting
• Specification of distribution of random components (random effects and random error)
• Specification of serial correlation
• Specification of the number of variables
  • Ability to add time-varying covariates
  • Specify the mean and variance of fixed covariate variables
  • Specify floor or ceiling aspects of continuous attributes
  • Factor variable simulation
  • Ordinal variable simulation
• Generation of mixture normal distributions
• Cross sectional data simulation
• Single level simulation
• Power by simulation
  • Vary parameters for a factorial simulation design.
  • Can vary model fitted to the data to misspecify directly.
• Simulation of missing data
• Include other distributions for covariate simulation.
• Continuous, Logistic (dichotomous), Poisson (count), ordinal (rating scale) outcome variables.
• Cross classified simulation and power

Bugs and feature requests are welcomed. Please track these on GitHub here: https://github.com/lebebr01/simglm/issues. I'm also open to pull requests.

Enjoy!

RetroSearch is an open source project built by @garambo | Open a GitHub Issue

Search and Browse the WWW like it's 1997 | Search results from DuckDuckGo

HTML: 3.2 | Encoding: UTF-8 | Version: 0.7.4