Part 6: Office Hours Part Two
Overview
Teaching: 60 min
Exercises: 35 minQuestions
Can I apply anything I’ve learned today to new data?
Objectives
Read in the data
Select the Listening Test items
Describe the distribution of total scores
Provide an estimate of CTT reliability
Conduct a Rasch analysis of the Listening Test data
Summarize the Person and Item measurement facets (i.e., average ability/difficulty, SE)
Calculate Person Separation
Produce a Wright Person-Item map
Produce Rasch item statistics in a table
Include all of the above in a technical report in PDF format
Day 2 Problem Set
HINT: You can start working in a standard R script. Then, once your analyses and plots
look fine, start a new R Notebook and begin laying things out - you can copy your code
from the script and place it in chunks in your R Notebook. Or you can read it into your
.Rmd document at the top using source
and then call on the objects you want to print
in your chunks.
You can download a prepped document or start your own.
download.file("https://raw.githubusercontent.com/gtlaflair/ltrc-2019/gh-pages/documents/listening-test-analysis.Rmd",
"documents/listening-test-analysis.Rmd", mode = "wb")
You can download our answers here.
download.file("https://raw.githubusercontent.com/gtlaflair/ltrc-2019/gh-pages/scripts/day-2-problem-set-solution.R",
"scripts/day-2-problem-set-solution.R", mode = "wb")
Key Points
You can apply stuff that you learned today!