Statistical Methods for Data Science
Homework 1
Read Chapters 1 to 4 of the textbook to review the pre-requisite materials.
Especially read the following sections: 2.1-2.4, 3.1, 3.2, 3.3.1-3.3.7, 3.4, 4.1-4.3
Solve

Statistical Methods for Data Science
Homework 2
Textbook:
Read Chapter 5 of the textbook. Especially read the following sections: 5.1, 5.2.1-
5.2.3, 5.2.6, 5.3
Solve the following exercises from the textbook:

Statistical Methods for Data Science
Homework 4
Read all of Section 9.1 of Chapter 9 of the textbook.
Solve the following exercises from the textbook:
9.1, 9.2, 9.4 (use both MOME and MLE), 9.5
Additi

The solution often refers to
distribution tables for
computing probabilities. They
can be computed using R. See
the accompanying R code for
this.
R can be used to
compute a gamma
probability directly, i.e.,
without converting it
into a Poisson
probability