Mini Project: Linear Regression Using the Boston Housing Prices Data

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Mikiko Bazeley edited this page Dec 29, 2018 · 2 revisions

Reading an OLS printout - http://www.nlreg.com/results.htm

Reading an OLS printout - http://efavdb.com/interpret-linear-regression/

The relationship between the t-stat and f-stat for simple linear regression models: http://www-ist.massey.ac.nz/dstirlin/CAST/CAST/HsimpleAnova/simpleAnova3.html

More about f-stat and t-stat: https://www.mathworks.com/help/stats/f-statistic-and-t-statistic.html

t-test & f-test fundamentals: https://magoosh.com/statistics/t-test-f-test-fundamentals-test-statistics/

Amazing resources for the linear regression mini-project:

fitted values versus residuals plot: https://medium.com/@emredjan/emulating-r-regression-plots-in-python-43741952c034

Understanding Diagnostic Plots for Linear Regression Analysis: https://data.library.virginia.edu/diagnostic-plots/

https://www.r-bloggers.com/model-validation-interpreting-residual-plots/