theory

Driving Fatalities in US

The data is from National Highway Traffic Safety Administration (NHTSA). You can download the data from their website and clean it for this analysis using the following script.

Markov Streets

This week, I will solve [538's riddler express](https://fivethirtyeight.com/features/can-you-connect-the-dots/) about driving randomly throughout the city using two methods: math, and simulation study.

How out-of-the-box sampling can fail and how to fix it

The issue with out-of-the-box sampling methods and how a bit of theory can protect from biased sampling.