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Stat 135
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Modules
Introduction
Thinking probabilistically about data
Estimation
Case Study: Regression
Creating Estimators with MLE
Estimating with Loss Functions and M-Estimators
Sampling distribution of the Mean
Confidence Intervals for the Population Mean
Case Study: Comparing Two Groups
Confidence intervals for linear regression
Large Sample Theory for the Maximum Likelihood Estimator
Functions of Estimators and the Delta Method
Bootstrap
Efficiency and Mean Squared Error
License
Calendar
Here is the calendar of events for Stat 135, Fall 2026.