Jeremiah-muuo/IMR-PROJECT-ANALYSIS

Infant Mortality Rate (IMR) analysis project using R. Cleaning, modeling, and visualizing KDHS 2022 data to identify risk factors and predict infant mortality across Kenya's 47 counties # Infant Mortality Rate (IMR) Analysis – Kenya (KDHS 2022) **R project** for cleaning, modeling, and visualizing KDHS 2022 data to identify risk factors and predict infant mortality across Kenya's 47 counties. ## 📌 Overview This repository contains an end‑to‑end analysis of infant mortality using the **2022 Kenya Demographic and Health Survey (KDHS)**. The workflow includes: - Data cleaning & preprocessing - Exploratory data analysis (EDA) - Variable transformation & feature engineering - Predictive modeling (logistic regression, random forest, KNN, etc.) - County‑level risk mapping - Model evaluation (ROC, AUC, confusion matrices) ## 📁 Files - `Do_file_R_Project.R` – Main R script (cleaning, modeling, visualization) - `README.md` – Project documentation ## 🔧 Requirements (R packages) ```r install.packages(c("tidyverse", "haven", "dplyr", "ggplot2", "caret", "randomForest", "pROC", "rpart", "sf", "tmap", "gtsummary"))