Machine learning and probability: missing data solutions and analyses
A short course teaching how to handle missing survey data using machine learning imputation, probability modelling to check the imputations, and analysis of the completed datasets. AI summary of the listing
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Machine learning and probability: missing data solutions and analyses by Dr Patrick English In this short course we will learn how to deal with missing data in surveys by applying machine learning driven imputation models. We will then look at how we can use probability modelling to sanity check the imputations, and then analyse the full sets of data. Previous experience with R and a familiarity with regression…
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