Univariate Analysis - Frequency Counts and Cross-tables Bivariate Analysis - Chi-Square and Cramer's V Hypothesis Testing Multivariate - Logistic Regression/Interaction Analysis Machine Learning - XG Boost Random Forest Binary Classifier

Plot of a hypertuned xgboosted model for the SUPERNOVA PRAMS8 Maternal Mental Health Analysis

Here's a visual

Updated with WIC variable

Results from chi-square hypothesis testing and Cramer's V effect size calculations of PRAMS8 model variables and post-partum maternal depression.

Using tidyverse to conduct univariate analyses of the PRAMS8 dataset

A template for building a resume with ggplot

Build off of Demo 1 to build a logistic regression model

An introduction to R and linear regression using tidyverse. Followed by Demo 2: Logistic Regression in RStudio