Course Title: Applied Regression Methods |
Start Date: 09/04/2019 End Date: 12/17/2019 |
Term: Fall Semester 2019 |
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         |
Evan Ray   |           | eray@mtholyoke.edu   |
Meeting Dates         | Method         | Meeting days         | Meeting times         | Building name         | Room     | Frequency     |
09/04/2019 - 12/17/2019   | Lecture   | Monday and Wednesday   | 09:30AM - 10:45AM   | CLAP - Clapp Laboratory   | 402   | Weekly |
09/04/2019 - 12/17/2019   | Fourth Hour of Class   | Friday   | 09:30AM - 10:20AM   | CLAP - Clapp Laboratory   | 402   | 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.   |
Cross-listed Sections         |
None   |
Course Availability | ||||
Section status: Open     | Capacity: 18     | Enrollment: 14     | Available: 4     | Waitlist: 0 |
BOOK INFORMATION
Book List         | Required         | Publisher Full Price         |
Title: An Introduction to Statistical Learning with Applications in R Author: James, Gareth, Witten, Hastie and Tibshirani Copyright: 2013 Edition: Volume: ISBN: 9781461471370 Publisher: Springer |
Required   | 79.99   |
Additional Book Comments         |
This is the complete book list for this class.   |
Instructor's comments about the book list: A pdf of this book may be downloaded for free from the author's website at http://www-bcf.usc.edu/~gareth/ISL/   |