| Course Title: Intermediate Statistics |
| Start Date: 08/30/2021 End Date: 12/13/2021 |
| Term: Fall Semester 2021 |
| Description: In this course, students will learn how to analyze data arising from a broad array of observational and experimental studies. Topics covered will include exploratory graphics, description techniques, the fitting and assessment of statistical models, hypothesis testing, and communication of results. Specific topics may include multiple regression, ANOVA, and non-linear regression. Statistical software will be used. |
| Distribution(s): II - Math & Sciences |
| Academic Level Of Course: Undergraduate | Credits:4.00 |
| Faculty | Phone | Email address |
| Amy Nussbaum | anussbau@mtholyoke.edu |
| Meeting Dates | Method | Meeting days | Meeting times | Building name | Room | Frequency |
| 08/30/2021 - 12/13/2021 | Lecture | Tuesday and Thursday | 11:30AM - 12:45PM | CLAP - Clapp Laboratory | 407 | Weekly |
| Requisite Courses | ||
| Prereq: STAT-140 or equivalent. | Take previously | Required |
| Comments |
| Additional Comments |
| Course Tags | ||
| NXDTA0001 | NXDTA: Nexus in Data Analytics and Society | This course is approved for the Data Analytics |
| DATA0001 | DATA-SCI: Data Science Core Course | This is a required core course of the Data Science major. |
| Cross-listed Sections |
| None |
| Course Availability | ||||
| Section status: Closed | Capacity: 24 | Enrollment: 24 | Available: 0 | Waitlist: 0 |
BOOK INFORMATION
| Book List | Required | Publisher Full Price |
| Title: The Statistical Sleuth: A Course in Methods of Data Analysis Author: Ramsey and Schafer, Fred and Daniel Copyright: 2013 Edition: 3rd Volume: ISBN: 9781133490678 Publisher: Brooks/Cole Cengage Learning |
Required | 137.09 |
| Additional Book Comments |
| This is the complete book list for this class. |
| Instructor's comments about the book list: While "The Statistical Sleuth" is a challenging book, it is nice for this class because it places an emphasis on working with real data and it gives a thorough treatment of the subject. We will not have time this semester to cover all of the material in the book in depth, but this is the sort of book that you can refer back to as you conduct data analyses in the future. For this class, the 2nd edition (ISBN 978-0534386702) of Sleuth can be used in place of the 3rd edition. Generally, the reading assignments for the 3rd and 2nd editions will be the same?if there are any discrepancies, I will let you know! |