Lecture Notes

R Tips

Special characters and typography in axis labels

Adding error bars to bar plots

Problem Sets

Project

Handouts

Data

Goodies

Contact

Steven Holland

Lecture Notes

Introduction to R and statistics

Introduction

Plotting Concepts

Sampling Design

Statistics Fundamentals

Hypothesis Testing

Type I and Type II Errors

P-values and Confidence Intervals

Assumptions of Tests

Common univariate and bivariate tests

Means

Variance

ANOVA

Correlation

Regression

Nonlinear Regression

Resampling

Likelihood

Multivariate analysis

Multiple Regression

Principal Components Analysis

Non-metric Multidimensional Scaling

Discriminant Function Analysis

Cluster Analysis

Presentations