STA 3180 - Statistical Modelling


Syllabus     Spring 2025


Chapter 1 Examples  (.pptx)


Chapter 3 and Section 6.1 Materials

Simple Linear Regression Examples    .pptx     R program      

Simple Linear Regression Formulas and Examples    .pptx  

Simple Linear Regression Descriptions and Assumptions    .docx

Multiple Linear Regression Formulas and Examples    .pptx    

Multiple Linear Regression Descriptions and Assumptions   .docx  

Summary of Regression Examples     .docx    

R Examples:    WNBA Population/Samples     .r
                         
                          City Temperature Trends Over Time     .r

                           Container Ships Speed and Fuel     .r

                           Bollywood Movies    .r
       
                            US State Wine Consumption (2013)    .r

                            Cotton Yarn Output and Count by Spindle Type    .r    

                            Time to Incapacitation for Animals Exposed to Burning Aircraft Materials   .r


Chapter 4 Materials

Practice Problems     .docx      .r  (Part 1)      .r  (Part 2)   .r  (Part 3)    .r (Part 4)    Solutions  

Classification Descriptions   .docx

Space Shuttle Challenger Example     .ppt    

Logistic Regression Introduction    .pptx    

WNBA Home Team Point Spreads and Win Outcomes - Simple Logistic Regression   .r    

Classification of Fake and Original Perfume Specimens     .pptx    .xlsx      .r  
    
Classification of Professional Basketball Players as Male/Female Based on BMI and Development of ROC Curve    .pptx    


Chapter 5 Materials

Resampling Descriptions   .docx    

Cruise Ship Model Building   .pptx     .r    

Coca-Cola and Conafra Stock Returns    .r  

Average Film Shot Length      .pptx   .r