Question
USE R studio to complete the following questions: ANOVA A psychologist wants to determine whether having a job interferes with student academic performance. She measures
USE R studio to complete the following questions:
ANOVA
A psychologist wants to determine whether having a job interferes with student academic performance. She measures academic performance as a grade point average (GPA) on a 4.0 scale, where higher scores indicate better performance. She selects a sample of 30 students - 10 who did not work, 10 who worked part-time, and 10 who worked full-time during the previous semester - and records their GPA. Conduct this analysis using an alpha of .05. 1. What is the IV? Levels of the IV? Level of Measurement of the IV? 2. What is the DV? Level of measurement of the DV? 3. How are subjects assigned to groups? 4. Based on your answers to items 1 - 3, what is the correct hypothesis test for analyzing this data? 5. Define your variables #Enter code
6. Join the vectors into a data frame #Enter code
## noWork partTime fullTime ## 1 3.4 3.5 2.9 ## 2 3.2 3.6 3.0 ## 3 3.0 2.7 2.6 ## 4 3.0 3.5 3.3 ## 5 3.5 3.8 3.7 ## 6 3.8 2.9 2.7 ## 7 3.6 3.4 2.4 ## 8 4.0 3.2 2.5 ## 9 3.9 3.3 3.3 ## 10 2.9 3.1 3.4
7. What is the shape of your data frame - wide or long? 8. Reshape your data into the long format #Enter code here 9. Convert your IV into a fator #Enter code here 10.Make a summary table of the n, mean, and standard deviation of each level of the IV #Enter code here
Step by Step Solution
There are 3 Steps involved in it
Step: 1
Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started