Probability and Statistics for ISP (383-0-20)

Instructors

Arend M Kuyper
IPR, 2040 Sheridan Road, Evanston

Meeting Info

ISP Sem Rm 203 - 616 Noyes St: Tues, Thurs 2:00PM - 3:20PM

Overview of class

An introduction to probability and statistics, emphasizing scientific examples and applications. Topics covered include probability functions, random variables, expectation and variance, basic limit theorems, parameter estimation, confidence intervals, hypothesis tests, linear and non-linear regression.

Registration Requirements

Ordinarily taken only by students in ISP; special permission required otherwise. Prerequisites: MATH 281-1,2,3; PHYSICS 125-1,2,3 Students may not receive credit for both 383 and any of 320-1; MATH 310-1, 383, 385; or EECS 302.

Learning Objectives

The basics of probability theory, statistical inference, and data analysis.

Teaching Method

A blended course design where some of the time is devoted to discussion/lecture with the remaining time devoted to working on activities/examples/challenges where students will either work by themselves or in groups. Students will be expected to adequately prepare for each discussion/lecture by reviewing assigned material (e.g. readings, slides, etc), because a portion of class time will be spent working on activities designed around the assigned material. Students will be expected to collaborate and engage with other students to help each other learn and solve problems.

Evaluation Method

Grades will be based on weekly homework assignments, two in-class exams, and a take-home final assignment. Other assessment types may also be used at the instructor's discretion.

Class Materials (Required)

(1) Course notes, which will be provided.
(2) Laptop for in class activities/homework — contact department if access to a laptop is an issue.
(3) Free statistical software R (https://cran.rstudio.com/)
(4) Free integrated development environment software RStudio (https://www.rstudio.com/).

Class Attributes

Formal Studies Distro Area

Enrollment Requirements

Enrollment Requirements: Prerequisites: MATH 281-1 and MATH 281-2 and MATH 281-3 and PHYSICS 125-1 and PHYSICS 125-2 and PHYSICS 125-3.

Associated Classes

DIS - ISP Sem Rm 203 - 616 Noyes St: Fri 2:00PM - 2:50PM