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Blog Posts

This is my blog. These are the many stupid things I’ve done so you don’t have to tread the same sorry path.

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Predicting Bob’s Burgers Episode Ratings

Proving that machine learning can be effective for even the dumbest of problems.

Machine Learning

Hyperparameter Optimisation

Python

Resolutions for the Poster’s Reformation

It’s a brand new year. All our past failures are 2024’s problem. Do not, under any circumstances, accept responsibility for your actions. 2025 is our year.

Me Me Me

Updates

Analysing Money’s Effect on Football Using Multilevel Regression

What if I told you that we can use statistics to laugh at the silly football teams too?

Multilevel Regression

Statistics

R

Calculating a Football Team’s Strength of Schedule

It may not be the metric you want, but it’s also not the metric you need.

Football Analytics

Statistics

R

Missing Data Matters (Part II) - Solutions

Dealing with your missing data is like eating your greens. You only do it so you can judge others that don’t.

Missing Data

Imputation

Statistics

R

Missing Data Matters (Part I): Mechanisms

Missing values hate him! See how this data scientist turned NAs into NOs using this one simple trick!

Missing Data

Statistics

R

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