****under construction**

__Probability Density Functions__

__Mathematical Expectation__

__Sample Estimates__

__Properties of Estimators__

__Confidence Intervals__

__Hypothesis Testing__

__Estimation Strategies__

**I. Getting Started**

__The Method of Least Squares__

__Multivariable Regression__

__The Gauss-Markov Theorem__

__Maximum Likelihood Estimation__

**II. Making Assumptions**

__Assumptions of Classical Regression__

__Violations of the Classical Assumptions__

__Properties of Estimators in Classical Regression__

__Other Models and Assumptions__

**III. Hypothesis Testing**

__Classical Normal Regression__

__Confidence Intervals__

__The R__

^{2 }and F-test__Asymptotic Properties in Hypothesis Testing__

**IV. Qualitative and Limited Dependent Variables**

__The Linear Probability Model__

__The Binomial Logit Model__

__The Binomial Probit Model__

__The Tobit Model__

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