Machine-learning Techniques in Economics

Beschreibung

Offers a guide to how machine learning techniques can improve predictive power in answering economic questions 
Provides R codes to help guide the researcher in applying machine learning techniques using the R package

Uses partial dependence plots to tease out non-linear effects of explanatory variables on the dependent variables

Offers a guide to how machine learning techniques can improve predictive power in answering economic questions Provides R codes to help guide the researcher in applying machine learning techniques using the R package Uses partial dependence plots to tease out non-linear effects of explanatory variables on the dependent variables

Autor*in

Atin Basuchoudhary

Themen in »Machine-learning Techniques in Economics«

Machine learning Data mining Economic growth Prediction Ranking predictive variables Forecasting Econometrics

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