README.md

In chaddlewick/spr: Simulation-based Parameter Recovery

spr

Simulation-based parameter recovery estimation

To install from R:

library(devtools)

install_github("chaddlewick/spr")

Please note this is still under development and has a number of features which are yet to be added, e.g. in it's current form, covariates are uncorrelated

Currently contains 4 functions:

designdf - Create a dataframe based on an 'observed' variable design specification

effectsdf - Create a dataframe based on an 'observed' variable design and effects specification

simdf - Create a dataframe of a simulated outcome variable based on an 'observed' variable design and effects specification

simmodelfits - Simulate multiple datasets, fit and save model estimates

*Future update to include parameter recovery function from model fits and 'power curve'

Please feel free to make suggestions for edits.

chaddlewick/spr documentation built on May 14, 2019, 3:06 a.m.