Here you can find slides on Linear Regression chp6 There you can find how to Fit linear models Treat discrete/qualitative covariates Check validity of the model
Case Study 4 – Calibrating Snow Gauge
Lecture Slides for the Case Study 4 / Homework 4 can be found here chp5 This study allows us to revisit/renew Regression modeling Properties of Least Squares/Fitting “a line” Multiple observation Datasets for this study are The main file: gauge Supplementary large-scale files: http://iabp.apl.washington.edu/data.html as well as http://nsidc.org/data/G00791
Case Study 3 – Search for the unusual cluster in the palindromes
Lecture Slides for the Case Study 3 / Homework 3 can be found here chp4 This study allows us to revisit/renew Applied probability modeling through homogeneous Poisson process New scientific discoveries between “modeling no clusters” and matching/comparing that with the observed data Maxim Likelihood Estimator and its properties Chi-squared tests for finding “unusual” cluster Hypothesis testing […]
Case Study 2 – Statistics Labs vs Video Games (updated)
Lecture Slides for the Case Study 2 / Homework 2 can be found here chp3 Please read in details the lecture notes presenting the second project, its research question, and suggestions as to how to start the analysis. Statement of the Homework 2 is also presented within the lecture slides (section Investigations) and will be presented in a […]
Case Study 1
Lecture Slides for the Case Study 1 / Homework 1 can be found here chp2 Please read in details the lecture notes presenting the first project, its research question, and suggestions as to how to start the analysis. Statement of the Homework 1 is also presented within the lecture slides (section Investigations) and will be presented […]