Regression
Statistics for Data Science
Live Session
Probabilty Theory
1
Probability Spaces
2
Defining Random Variables
3
Summarizing Distributions
4
Conditional Expectation and The BLP
Sampling and Testing
5
Learning from Random Samples
6
Hypothesis Testing
7
Comparing Two Groups
Regression
8
OLS Regression Estimates
9
OLS Regression Inference
10
Descriptive Model Building
11
Explanatory Model Building
12
The Classical Linear Model
13
Reproducible Research
Regression
In this section, we talk about regression. There is much talk about regression.
7
Comparing Two Groups
8
OLS Regression Estimates