HemSök efter kurserR - Basic course in Propensity score matching

R – Basic course in Propensity score matching

This course helps you getting started with Propensity score matching applied in R / Rstudio.

R 5 begins with a review of the basics theory behind to account for unbalance in observational research using Propensity score matching. We then alternate between theory and interactive examples, exercises and discussions where we useutilizing the program R / Rstudio. The course provides a good introduction, both for beginners and for those who want to refresh old knowledge about how to think regardingin comparisons in observational data.


Utbildningsformer
Classroom
Remote

Längd
1 dag

Pris
8500 kr

Course goals: 

To understand the basics of Propensity score matching and to be able to do the most common calculations for matching in R / Rstudio.

Prerequisites: 

Basic computer skills.

Program: R - Basic course in Propensity score matching

 

INTRODUCTION

IDENTIFY IMBALANCES IN YOUR DATA SET

MATCHING TECHNIQUES

EVALUATION OF THE MATCHING QUALITY

ESTIMATE THE TREATMENT EFFECTS

HOW TO DESCRIBE METHODS AND RESULTS