Submissions by efavdb

Metropolis Algorithm and Bayesian posterior sampling

Interpreting the results of linear regression

Linear regression review: optimal solution and its variance

Average queue wait times with random arrivals

Improved Bonferroni correction factors for multiple pairwise comparisons

Get started with deep learning using Jupyter notebooks on AWS (for beginners)

Dotfiles to back up configs/automate installation. Conda and Emacs workflow

Audio de-mixing via ICA

Maximum-likelihood asymptotics

Mathematics of PCA

Tutorial on Support Vector Machines for Classification

A review of parameter regularization and Bayesian regressions

Python Pandas Tips and Tricks

Stochastic geometric series

Web scraping / lit search with R

Leave-one-out cross-validation

Machine learning to predict San Francisco crime

How not to sort by average rating, revisited

Multivariate Cramer-Rao inequality

The mean shift clustering algorithm

Forecasting Bike Sharing Demand

Crib notes on decision trees and forests and their efficient implementations

Measles vaccination rate by USA state and relation to mean outbreak size