https://github.com/wnarifin/medicalstats-in-r

Sharing of codes for common analyses in medical statistics using R
https://github.com/wnarifin/medicalstats-in-r

medical statistics

Last synced: about 8 hours ago
JSON representation

Sharing of codes for common analyses in medical statistics using R

• Host: GitHub
• URL: https://github.com/wnarifin/medicalstats-in-r
• Owner: wnarifin
• License: gpl-3.0
• Created: 2017-02-17T13:04:45.000Z (almost 8 years ago)
• Default Branch: master
• Last Pushed: 2024-08-06T07:40:49.000Z (6 months ago)
• Last Synced: 2024-08-06T09:45:39.108Z (6 months ago)
• Topics: medical, statistics
• Language: R
• Size: 1.72 MB
• Stars: 6
• Watchers: 4
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

README

        
# Medical statistics in R

In this repository, I share a number of R scripts that I usually use for statistical analyses in medical statistics.

The the R scripts and their descriptions are listed below. Each of the scripts are well commented, there shouldn't be any problem to follow the steps in the scripts.

Name    | Description

--      | --

data/   | Data folder

functions/ | Contains a number of useful custom made functions

cfa.R   | Confirmatory factor analysis

corr.R  | Correlations

datamx.R    | Data management

efa.R   | Exploratory factor analysis 

explore.R   | Exploratory data analysis

intro.R | Getting started with R

irt_2PL.R   | Item Response Theory Analysis: 2-Parameter Logistic

linear.R    | Linear regression

mean.R  | Comparing means

plot.R  | Draw path diagrams without data

poisson.R   | Poisson Regression

prop.R  | Comparing proportions

sem.R   | Structural Equation Modeling (Basics)