Weekly Notes

Running notes from MUSA 5080.

Notes from each week of MUSA 5080. New entries appear here automatically — add a .qmd file to this folder and render.

Week 8: Local Moran’s I and LISA

Local Moran’s I, HH/HL/LH/LL quadrants, and LISA cluster maps as a model diagnostic

Week 7: Spatial Errors and House Price Prediction

Spatial features, residual maps, Moran’s I, permutation tests, and honest house-price prediction

Week 6: Feature Engineering for Linear Regression

Logs, squared terms, categories, interactions, and district fixed effects in R

Week 5: Machine Learning & Linear Regression

Basic Knowledge of Machine Learning and Linear Regression in R

Week 4: Go Spatial!

Data Joins, CRS, and Spatial Analysis in R

Week 3: Visulaization

Visualization · exploratory data analysis · joins

Week 2: dplyr and Census Data

table function and acs data.

Week 1: Getting Set Up

First impressions, and getting the workflow running.

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title: "Weekly Notes"
description: "Running notes from MUSA 5080."
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Notes from each week of MUSA 5080. New entries appear here automatically —
add a `.qmd` file to this folder and render.