Help! What Statistical Model Should I Use? 2024
Welcome
Welcome to Help! What Statistical Model Should I Use? 2024.
The course schedule can be found here
Pre-Workshop Materials
Pre-work including programs to install, tutorials, and readings can be found here.
Class photo
Help! What Statistical Model Should I Use? Class of 2024
Day 1
| Decision Tree | SVG version | PDF version |
Module 1: Data Cleaning and Exploration Review
Jacqueline May
Module 1 Lecture Slides
Module 1 Lecture Recording
Module 1 Challenge
Module 1 Challenge Answers
Module 2: Dealing with Missingness
Jacqueline May
Module 2 Lecture Slides
Module 2 Lecture Recording
Module 2 Dataset (generated from Module 1 Lab)
Module 2 Challenge
Module 2 Challenge Answers
Day 2
Module 3: Modeling part 1
Alysha Cooper
Module 3 Lecture Slides
Module 3.1 Lecture Recording: Regression
Module 3.2 Lecture Recording: Generalized Linear Models
Module 3 Lab - empty
Module 3 Lab - complete
Module 3 data: Faramea
Module 3 data: healthcare demand
Module 3 data: smoker epigenetics
Module 4: Modeling part 2
Patrick McMillan
Module 4.1 Lecture Slides: Classification
Module 4.1 Lecture Recording: Classification
Module 4.1 Lab: Classification - empty
Module 4.1 Lab: Classification - complete
Module 4.2 Lecture Slides: Clustering
Module 4.2 Lecture Recording: Clustering
Module 4.2 Lab: Clustering - empty
Module 4.2 Lab: Clustering - complete
Clustering_Expression_data.csv
Clustering_Clinical_data.csv
Day 3
Module 5: Putting It All Together
Patrick McMillan
Module 5 Lecture Slides
Module 5 Lecture Recording
Module 5 Lab: Breast Cancer - empty
Module 5 Lab: Breast Cancer - complete
Module 5 Lab: Gene Expression - empty
Module 5 Lab: Gene Expression - complete
Module 5 Lab: Genomic Prediction - empty
Module 5 Lab: Genomic Prediction - complete
Module 6: Causal Inference Introduction
Alysha Cooper
Module 6 Lecture Slides
Module 6 Lecture Recording