Biostatistics, Fall 2017
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Course Information
Course Schedule and Materials
- Aug 29, 2017: Descriptive and Summary Statistics
- Sep 5, 2017: Introduction to The Tidyverse
- Sep 12, 2017: Introduction to Probability
- Sep 19, 2017: Probability Distributions and Introduction to Statistical Inference
- Sep 26, 2017: Introduction to Hypothesis Testing and Comparing Means
- Oct 3, 2017: Testing Proportions
- Oct 10, 2017: Nonparametric tests and tidyr
- Oct 17, 2017: Resampling statistics and multiple testing
- Oct 24, 2017: Linear Modeling I
- Oct 31, 2017: Linear Modeling II and Logistic Regression
- Nov 7, 2017: Model Selection and Validation
- Nov 14, 2017: Principal Components Analysis and Clustering
- Nov 28, 2017: Grabbag: Regular Expressions and Introduction to RNAseq
Assignments
- Final Project (due 12/12/17 by 11:59 pm OR 12/19/17 by 7:45 pm) RMarkdown HTML
- Read carefully: Instructions
- Example Final Project, RMarkdown
- Example Final Project, HTML
- Homework 12 (due 11/28/17 by 5:30 pm) RMarkdown HTML
- Download
wine.csv
- NOTE: Throughout the assignment, consider "Cultivar" as categorical (i.e. remove it from PCA and clustering algorithms).
- Download
- Homework 11 (due 11/14/17 by 5:30 pm) RMarkdown HTML
- Homework 10 (due 11/7/17 by 5:30 pm) RMarkdown HTML
- Homework 9 (due 10/31/17 by 5:30 pm) RMarkdown HTML
- Homework 8 (due 10/24/17 by 5:30 pm) RMarkdown HTML
- All datasets are included in this zip file: Download
homework8_datasets.zip
- All datasets are included in this zip file: Download
- Homework 7 (due 10/17/17 by 5:30 pm) RMarkdown HTML
- All datasets are included in this zip file: Download
homework7_datasets.zip
- All datasets are included in this zip file: Download
- Homework 6 (due 10/10/17 by 5:30 pm) RMarkdown HTML
- Homework 5 (due 10/03/17 by 5:30 pm) RMarkdown HTML
- Homework 4 (due 9/26/17 by 5:30 pm) RMarkdown HTML
- Homework 3 (due 9/19/17 by 5:30 pm) RMarkdown HTML
- Homework 2 (due 9/12/17 by 5:30 pm) RMarkdown HTML
- Homework 1 (due 9/5/17 by 5:30 pm) PDF