Modeling Binary Prediction Markets
Who will win the next election? Prediction markets turn such questions into tradable contracts, whose market prices reveal collective beliefs about uncertain events. I evaluate the state-of-the-art model of such markets, which models these contracts as derivatives on latent processes. Turns out it's not great!
Optimal Mastermind
Remember the game Mastermind, where you have to guess a secret color combination? I explain how we can use information theory to play it optimally. Play around with the interactive game!
Forecasting Crop Yields
Regularized regression techniques allows us to improve the crop yields models of the Swedish Department of Agriculture by up to 40 %! By modeling multiple regions simultaneously, we can get even better results. This was my bachelor's thesis, written in Swedish with a summary in English.