Data
Linear models and regression theory
Simple and multiple regression in matrix form, the Gauss-Markov theorem, inference on coefficients, diagnostics and model choice.
About 25 hours of study.
Where to learn it
Read
Watch
MIT 18.650 Statistics for Applications (Fall 2016)
Philippe Rigollet, MIT OpenCourseWare
The lectures on linear regression
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- GATE statistics to get hired
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Linear models and regression theory
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