Please review Chapter 7 of “Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models” (second edition) by Julian J. Faraway. The chapter covers multinomial and ordinal regression models, which are used for modeling categorical response variables with more than two categories. You can find a PDF copy of the book in resources/elmr2.pdf (direct link).
For this assignment, please do Exercise 1 (a)–(j) from chapter 7 located on pp. 147–148. You can load the associated data set using the following code:
# install.packages("faraway") # Uncomment this line to install the faraway package if you don't have it alreadyhead(hsb <- faraway::hsb)
id gender race ses schtyp prog read write math science socst
1 70 male white low public general 57 52 41 47 57
2 121 female white middle public vocation 68 59 53 63 61
3 86 male white high public general 44 33 54 58 31
4 141 male white high public vocation 63 44 47 53 56
5 172 male white middle public academic 47 52 57 53 61
6 113 male white middle public academic 44 52 51 63 61