Machine learning Techniques in Economics

This book develops a machine-learning framework for predicting economic growth.

Machine learning Techniques in Economics

Machine learning Techniques in Economics

This book develops a machine-learning framework for predicting economic growth. It can also be considered as a primer for using machine learning (also known as data mining or data analytics) to answer economic questions. While machine learning itself is not a new idea, advances in computing technology combined with a dawning realization of its applicability to economic questions makes it a new tool for economists.

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Machine-learning Techniques in Economics
Language: en
Pages: 94
Authors: Atin Basuchoudhary, James T. Bang, Tinni Sen
Categories: Business & Economics
Type: BOOK - Published: 2017-12-28 - Publisher: Springer

This book develops a machine-learning framework for predicting economic growth. It can also be considered as a primer for using machine learning (also known as data mining or data analytics) to answer economic questions. While machine learning itself is not a new idea, advances in computing technology combined with a
Three Essays on the Application of Machine Learning Methods in Economics
Language: en
Pages: 108
Authors: Abdelaziz Lawani
Categories: Business & Economics
Type: BOOK - Published: 2018 - Publisher:

Books about Three Essays on the Application of Machine Learning Methods in Economics
Machine Learning Techniques for Improved Business Analytics
Language: en
Pages: 286
Authors: G., Dileep Kumar
Categories: Business & Economics
Type: BOOK - Published: 2018-07-06 - Publisher: IGI Global

Analytical tools and algorithms are essential in business data and information systems. Efficient economic and financial forecasting in machine learning techniques increases gains while reducing risks. Providing research on predictive models with high accuracy, stability, and ease of interpretation is important in improving data preparation, analysis, and implementation processes in
Machine Learning for Economics and Finance in TensorFlow 2
Language: en
Pages: 368
Authors: Isaiah Hull
Categories: Computers
Type: BOOK - Published: 2020-11-26 - Publisher: Apress

Work on economic problems and solutions with tools from machine learning. ML has taken time to move into the space of academic economics. This is because empirical work in economics is concentrated on the identification of causal relationships in parsimonious statistical models; whereas machine learning is oriented towards prediction and
Handbook of the Economics of Marketing
Language: en
Pages: 1000
Authors: Isaiah Hull
Categories: Business & Economics
Type: BOOK - Published: 2019-09-15 - Publisher: North Holland

Handbook of the Economics of Marketing, Volume One: Marketing and Economics mixes empirical work in industrial organization with quantitative marketing tools, presenting tactics that help researchers tackle problems with a balance of intuition and skepticism. It offers critical perspectives on theoretical work within economics, delivering a comprehensive, critical, up-to-date, and

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