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sim_es-inflation-by-pub-bias

This is an R script for a minimal simulation of the influence of extreme publication bias (only significant results get published) on effect sizes.

simdesign

Structure for organizing Monte Carlo simulations in R

simglm

Regression simulation function

simht

selective inference for mulitple hypotheses testing

similarity

How to figure out whether two noisy measurements are of the same thing.

simjm

Simulate Joint Longitudinal and Survival Data

simlmer

Longitudinal simulation function written in R

simmer

Discrete-Event Simulation for R

simmixeddag

The simMixedDAG package enables simulation of "real life" datasets from DAGs

simmsm

R package that simulates data suitable for fitting Marginal Structural Model.

simmulticorrdata

SimMultiCorrData R package

simpleainteasy

A compendium of the pitfalls and problems that arise when using standard statistical methods

simpleensembleblending

Ensemble/Blender example in R using Caret (companion code for YouTube video: https://www.youtube.com/watch?v=k7sTiTWWCXM)

simpler

Exercises from Verzani's simpleR - Using R for Introductory Statistics

simputation

Making imputation easy

simr

Power Analysis of Generalised Linear Mixed Models by Simulation

simrel

Simulation of Multivariate Linear Model Data

simsam

somewhere between simulation and sampling

simtool

An R-Package that facilitates simulation studies

simtutorial

Files to run example simulation study described in Morris, Crowther and White https://arxiv.org/abs/1712.03198

simulate

Helper functions for simulation studies

simulation-for-data-science-with-r

Simulation for Data Science with R by Packt Publishing

simulation-helper-functions

A review of functions to get started simulating data in R

simulation-study-example

Example code in R and Stata to run, analyse, and visualise a Monte Carlo simulation study.

simulation_super_efficient_ate

Simulation of Benkeser D, Cai W, van der Laan MJ (2019+). A nonparametric super-efficient estimator of the average treatment effect.

simulationstudy-mediation

simulator

An Engine for Running Simulations

sixsigma

SixSigma R package

sjlabelled

Working with Labelled Data in R

sjmisc

Utility and recode functions for R and sjPlot