Stats Stuff

Many Blog Entries Have Relevant Content

All Stata Materials

A Very Short Introduction to Stata

Two Page Stata

Example `do` File

Cleaning Data With Stata

Michigan Graph Scheme for Stata

Data Visualization With Stata

Stata Data Visualization Basics

How To Choose A Chart

Introduction to R

Quick Introduction To R

Colors in R

Viridis Colors

University of Michigan colors for R Graphs

University of Michigan colors for R Graphs [package]

Working With Data From the World Bank Indicators

Introduction to ggplot2

Two Page ggplot

What Geometry Do I Use?

ggplot Flipbook

ggplot Flipbook for Global Families Project

Advanced ggplot

Comparing Program Outcomes with ggplot2

Multi-page dplyr

Themes for Xaringan

Basic Bayes

Thinking Through Bayesian Ideas

Notes on Accepting the Null (\(H_0\)) Hypothesis

An Introduction to Bayes

Bayesian Calculations

Bayesian and Frequentist Multilevel Modeling

Bayesian Longitudinal MLM With the Gutten Tree Data

Visualizing Multilevel Models

Stata Tables (Especially for Multilevel Models)

What is Data?

Everything is Obvious Once You Know The Answer

Notes on Quantitative Workflow

Quantitative Data Analysis

Causality

t-test

Correlation

Thinking about Correlations

Cohen’s d Calculator

Regression Tutorial

Regression Demo

Interactions

Exploring Logistic Regression

Mapping and GIS

How to Choose a Chart: A Visual Guide

How to Choose a Chart: An Intuitive Guide

How to Choose a Chart: Extended Version

Should Everything Be A Bar Graph?

Data Driven Report Demo

Variables and Visualization

Data Visualization for Political Social Work

Visualizing Disparities in a Continuous Risk Factor or Outcome

Visualizing Disparities in a Categorical Risk Factor or Outcome

Graphing Change Over Time