CAS MA 116

This is the syllabus .


Assignment 1 .
Assignment 2 .
Assignment 3 .
Assignment 4 .
Assignment 5 .

This is a Jupyter Notebook demonstration for simple linear regression.

Course Log
06/30 Review of basic concepts in statistics and probability, normal distribution First day of class
07/01 Normal distribution
07/02 Normal Distribution
07/03 Distribution of sample means Quiz 1 on probability, probability density function, and normal distribution; Assignment 1 due Friday 07/04 11:59pm
07/07 Population proportion vs. sample proportion, distribution of sample proportions Last day to drop without ‘W’ grade
07/08 Estimating a population proportion and a population mean, point estimator and interval estimator
07/09 Beginning of hypothesis test
07/10 Hypothesis test Quiz 2 on sampling distribution and estimators; Assignment 2 due Friday 07/11 11:59pm
07/14 Hypothesis test
07/15 Inference about two population proportions
07/16 Inference about two means
07/17 Inference about two means Quiz 3; Assignment 3 due Friday 07/18 11:59pm
07/21 Simple Linear Regression
07/22 Simple Linear Regression, Python demostration
07/23 Simple Linear Regression, Hypothesis test about beta_1
07/24 Multiple Linear Regression Quiz 4, Assignment 4 due Friday 07/25 11:59pm
07/28 Multiple Linear Regression, Python demostration
07/29 Dummy Variables
07/30 Regression, higher order models
07/31 Chi square distribution Quiz 5; Assignment 5 due Friday 08/01 11:59pm
08/04 Interval estimator for a population variance, hypothesis test about a population variance
08/05 Categorical data analysis
08/06 Categorical data analysis
08/07 Last day of class; Quiz 6 (2 hours), Assignment 6 due Friday 08/08 11:59pm