Statistics

Published on
January 31, 2025
Spatial Statistical Modeling - Risk Modeling for Wildfire Incidence in Coconino County, AZ
SDS-program spatial-statistics risk-model R statistics python
An exploration in spatial statistical modeling of wildfire incidence, assessing risk in Coconino County of Northern Arizona
Published on
January 1, 2025
Machine Learning Optimization - Stochastic Descent, Variance Reduction Techniques, and the Bias-Variance Tradeoff
SDS-program machine-learning optimization gradient-descent variance-reduction stochastic-gradient-descent statistics python
A dive into techniques and statistical background in machine learning optimization, with focus upon stochastic gradient descent, variance reduction techniques, and the bias-variance tradeoff.
Published on
December 1, 2023
Statistical Machine Learning - NBA Positional Classification
SDS-program statistics machine-learning basketball r sports
LDA and Logistic Regreassion NBA Positional Classification Analysis
Published on
April 1, 2023
Statistical Design Of Experiments
SDS-program statistics experimental-design basketball sports SAS
Statistical DOE - A Free Throw "Routine" Factor Screening

Spatial Statistical Modeling - Risk Modeling for Wildfire Incidence in Coconino County, AZ