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Software

Data Analysis with R

Machine Learning

brute_force_k_nearest_neighbor_kernel.png

Locally Weighted Regression using Brute Force Nearest-Neighbor Kernel

epanechikov_quadratic_kernel_smoother.png

Locally Weighted Non-parametric Regression using a Quadratic Kernel Smoother

Dose Response Modeling

dose_response_models.png

Dose Response Modeling

bootstrap_residuals.png

Bootstrap Residuals

Geographical Data Analysis

california_county_disease_map.png

California Infectious Disease Data Analysis

world_cities_small.png

World City Population Plots

Natural Language Processing

through_the_looking_glass_word_cloud.png

Test Analysis Through the Looking Glass

Mathematics with R

newtons_method_example.png

Newton's Method Custom Package