### About

STAT 415 follows the content covered in STAT 414 and focuses on the theoretical treatment of statistical inference, including sufficiency, estimation, hypothesis testing, regression, analysis of variance, chi-square tests, and nonparametric methods. The course goals are:

- To develop a theoretical understanding of estimation.
- To develop a theoretical understanding of hypothesis testing.
- To develop a theoretical understanding of nonparametric methods.
- To develop a theoretical understanding of basic Bayesian methods.

### Course Topics

A theoretical treatment of statistical inference, including sufficiency, estimation, testing, regression, analysis of variance, and chi-square tests.

Here is a link to the Online Notes for STAT 415.

### Course Author(s)

Dr. Laura Simon is the primary author of the materials for this course and has taught this course in residence several semesters.

### Software

Students must have immediate access to a printer/scanner in order to scan hand written assignments into .pdf documents and upload them into Canvas.

Access to the Minitab 17 statistical software package. (Although you will actually be allowed to use any of the other mainstream statistical packages, such as SAS, SPSS, and R, the methods in the course will be demonstrated only using Minitab.) See the Statisitical Software page for more information.

### Textbook

Hogg, R.V., and Tanis, E.A. (2020).* Probability and Statistical Inference*, 10th Edition, Pearson. ISBN-978-0135189399: We will primarily cover chapters 6-10.

**Note:** This is NOT the global edition.

### Assessment Plan

Quizzes - 10

Exams - 5

PLEASE NOTE: This course may require you to take exams using certain proctoring software that uses your computer’s webcam or other technology to monitor and/or record your activity during exams. The proctoring software may be listening to you, monitoring your computer screen, viewing you and your surroundings, recording and storing any and all activity (including visual and audio recordings) during the proctoring process. By enrolling in this course, you consent to the use of the proctoring software selected by your instructor, including but not limited to any audio and/or visual monitoring which may be recorded. **Please contact your instructor with any questions**. (Read more...)

### Prerequisites

The only official requirement is having successfully completed STAT 414. However, if you had trouble with any of the calculus methods used in STAT 414, such as differentiation, integration, series, and limits, you might want to review these methods again before the course begins.