Richie CottonSenior Data Evangelist, DataCamp · Ask me about data and AI upskilling

R Tutorial: School data

Name: R Tutorial: School data
Uploaded: 2020-02-26T14:09:32+00:00
Duration: 34 s
Channel: Richie Cotton
Description: Learn to build multilevel models on school data in R. Test whether student sex affects math achievement, then check if teacher training and math…

26 Feb 2020 · 1 min

Watch on YouTube

0:34

Learn to build multilevel models on school data in R. Test whether student sex affects math achievement, then check if teacher training and math knowledge predict student outcomes. Visualize the results with ggplot2.

Chapters

So far we've seen the theory behind multi level models. Next, you will get to apply multi level models to school data. In the school data set, we are specifically interested in examining if different factors affect how students learn math. First, we examine if a student's sex impacts their learning. Second, we examine if a teacher's training or math knowledge impacts learning. Last, we will plot the parameter estimates using ggplot2. Now it's your turn to answer these questions with the data.