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Yauheni Semianiuk's Projects

bayesiandiabetes icon bayesiandiabetes

Applying the Bayesian approach to discover factors leading to diabetes and checking the prior assumptions from the previous papers.

bayesianhouseprices icon bayesianhouseprices

Applying the Bayesian approach to discover factors influencing house prices in New Taipei City.

driversdamageactuarial icon driversdamageactuarial

A report comparing GLM models with Decision Tree algorithm for car driver's damage amount estimation.

gesh icon gesh

Shiny application for Data exploration, transformation and modeling

interestinpolitics icon interestinpolitics

Research studying factors associated with interest in politics and measuring the strength of this association in 28 European countries.

munchkinrl icon munchkinrl

Reinforcement Learning model learned on Munchkin board game

polishpanelflatprices icon polishpanelflatprices

Research estimating forecasting power of panel models compared to linear regression model on the example of Polish real estate market.

remoteworkaustralia icon remoteworkaustralia

Research studying factors associated with remote work productivity experienced during COVID-19 pandemic in Australia and measuring the strength of this association.

wappapp icon wappapp

Warsaw Apartment Price Prediction Shiny application

warsawflatprices icon warsawflatprices

Research estimating forecasting power of spatial models compared to Machine Learning models on the example of Warsaw real estate market.

wiggarch icon wiggarch

Bachelor's diploma work focusing on predicting volatility of the Polish WIG20 index with GARCH models.

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