Course Title: Applied Regression Methods |
Start Date: 09/04/2024 End Date: 12/17/2024 |
Term: Fall Semester 2024 |
Description: This course includes methods for choosing, fitting, evaluating, and comparing statistical models; introduces statistical inference; and analyzes data sets taken from research projects in the natural, physical, and social sciences. |
Distribution(s): II - Math & Sciences |
Academic Level Of Course: Undergraduate     | Credits:4.00     |
Faculty         | Phone         | Email address         |
Isabelle Beaudry   |           | ibeaudry@mtholyoke.edu   |
Meeting Dates         | Method         | Meeting days         | Meeting times         | Building name         | Room     | Frequency     |
09/04/2024 - 12/17/2024   | Lecture   | Monday, Wednesday and Friday   | 11:30AM - 12:45PM   | CLAP - Clapp Laboratory   | 401   | Weekly |
Requisite Courses         | ||
Prereq: MATH-211 and STAT-242. | Take previously   | Required   |
Comments         |
Additional Comments         |
Course Tags         | ||
NXDTA0001   | NXDTA: Nexus in Data Analytics and Society   | This course is approved for the Data Analytics   |
EOS-5   | EOS-5: Data and Technical Analysis   | This course has been approved to count towards the EOS minor in Area 5: Data and Technical Analysis   |
DATA0001   | DATA-SCI: Data Science Core Course   | This is a required core course of the Data Science major.   |
DATA0003   | DATA-SE: Data Science Elective Course   | This course is an elective option for the Data Science major.   |
Cross-listed Sections         |
None   |
Course Availability | ||||
Section status: Closed     | Capacity: 18     | Enrollment: 19     | Available: 0     | Waitlist: 0 |
BOOK INFORMATION
Book List         | Required         | Publisher Full Price         |
Title: An Introduction to Statistical Learning with Applications in R Author: James, Gareth Copyright: 2021 Edition: 2 Volume: ISBN: 9781071614174 Publisher: Springer Science+Business Media, LLC part of Springer Nature |
Required   | 82.01   |
Additional Book Comments         |
This is the complete book list for this class.   |
Instructor's comments about the book list: A pdf of the book can be downloaded for free from the library's website.   |