Spring 2022
Course Overview
COURSE INFORMATION
Instructor Information
Course Syllabus
LAB MATERIALS
Week 00
Week 01
Normal Distribution
Calculating Probabilities Under Normal Distribution
Central Limit Theorem
Chi-square distribution
T distribution
F distribution
Week 03
MLE for Poisson Distribution
MLE for Normal Distribution
Week 04
Comparision of MSEs
Week 05
Consistency of Sample Mean
Asymptotic distribution of MLEs
🏆 Homework
Week 06
Interpretation of Confidence Interval
Width of a Confidence Interval
Week 07
Confidence Intervals for Single Normal Population
Confidence Intervals for Two Normal Populations
Asymptotic Confidence Intervals
Week 11
Hypothesis testing for single population mean when the variance
\(\sigma^{2}\)
is known
Week 13
Visualize Direction of Relationships
Regression Analysis
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Index
