Material

Introduction

Datasets

Additional Files

• The Duke University scanal - What can be done?
• Basic rules to organize data sets
• Examples of data sets with issues
• Sepsis data set - Long and wide formats

R Basics

Data Manipulation

Additional Files

• Sepsis data set - Long and wide formats
• Class notes

Descriptive Analysis

Additional Files

• Emergency dataset
• Class notes

ggplot2

Additional Files

• Emergency dataset
• Class notes

Probability

Inference

Test of Hypotheses

Additional Files

• Troponin dataset
• Class notes

Multiplicity

Additional Files

• Cortex Nuclear dataset
• Class notes

Analysis of Variance

Additional Files

• Cancer Vaccine dataset
• Class notes