THREE ESSAYS ON THE APPLICATION OF MACHINE LEARNING METHODS IN ECONOMICS

THREE ESSAYS ON THE APPLICATION OF MACHINE LEARNING METHODS IN ECONOMICS

Over the last decades, economics as a field has experienced a profound transformation from theoretical work toward an emphasis on empirical research (Hamermesh, 2013). One common constraint of empirical studies is the access to data, the quality of the data and the time span it covers. In general, a...

Full description

Bibliographic Details
Main Author: Lawani, Abdelaziz
Format: Others
Published: UKnowledge 2018
Subjects:
Machine Learning
Hedonic Price Model
Sentiment Analysis
Random Forest
Omitted Variable Bias
LASSO
Agribusiness
Agricultural and Resource Economics
E-Commerce
Economics
Real Estate
Tourism and Travel
Online Access:https://uknowledge.uky.edu/agecon_etds/68
https://uknowledge.uky.edu/cgi/viewcontent.cgi?article=1072&context=agecon_etds

Internet

https://uknowledge.uky.edu/agecon_etds/68
https://uknowledge.uky.edu/cgi/viewcontent.cgi?article=1072&context=agecon_etds

Similar Items