Three Essays on the Application of Machine Learning Methods in Economics

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  • Author : Abdelaziz Lawani
  • Publisher : Unknown
  • Pages : 108 pages
  • ISBN :
  • Rating : /5 from reviews
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Essays in the Application of Machine Learning in Development Economics

Essays in the Application of Machine Learning in Development Economics
  • Author : Dweepobotee Brahma
  • Publisher : Unknown
  • Release : 22 April 2021
GET THIS BOOK Essays in the Application of Machine Learning in Development Economics

This dissertation comprises four essays which apply Machine Learning (ML) techniques to examine India's progress towards meeting several child-health targets under United Nation's "Sustainable Development Goals (SDG) 2030". The application of novel ML techniques unmasks certain detailed empirical aspects of the road to meeting specific indicators of SDG - child mortality, malnutrition, immunization coverage and health-expenses. The first essay employs multiple parametric and non-parametric Machine Learning (ML) techniques (LASSO, Classification Random Forest, Boosted Logistic Regression, Boosted Classification Trees) to build predictive

Braverman Readings in Machine Learning Key Ideas from Inception to Current State

Braverman Readings in Machine Learning  Key Ideas from Inception to Current State
  • Author : Lev Rozonoer,Boris Mirkin,Ilya Muchnik
  • Publisher : Springer
  • Release : 30 August 2018
GET THIS BOOK Braverman Readings in Machine Learning Key Ideas from Inception to Current State

This state-of-the-art survey is dedicated to the memory of Emmanuil Markovich Braverman (1931-1977), a pioneer in developing machine learning theory. The 12 revised full papers and 4 short papers included in this volume were presented at the conference "Braverman Readings in Machine Learning: Key Ideas from Inception to Current State" held in Boston, MA, USA, in April 2017, commemorating the 40th anniversary of Emmanuil Braverman's decease. The papers present an overview of some of Braverman's ideas and approaches. The collection is divided in

Agents and Data Mining Interaction

Agents and Data Mining Interaction
  • Author : Longbing Cao,Ana L.C. Bazzan,Andreas L. Symeonidis,Vladimir Gorodetsky,Gerhard Weiss,Philip S. Yu
  • Publisher : Springer Science & Business Media
  • Release : 09 January 2012
GET THIS BOOK Agents and Data Mining Interaction

This book constitutes the thoroughly refereed post-workshop proceedings of the 7th International Workshop on Agents and Data Mining Interaction, ADMI 2011, held in Taipei, Taiwan, in May 2011 in conjunction with AAMAS 2011, the 10th International Joint Conference on Autonomous Agents and Multiagent Systems. The 11 revised full papers presented were carefully reviewed and selected from 24 submissions. The papers are organized in topical sections on agents for data mining; data mining for agents; and agent mining applications.

Three Essays on Demand Estimation

Three Essays on Demand Estimation
  • Author : Hee Kwon Kyung
  • Publisher : Unknown
  • Release : 22 April 2021
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Chapter 1: The Role of Reputation/Feedback Contents in NYC Airbnb Market: Evidence from Hedonic Price Regressions. Economists have found that reducing information asymmetry is crucial for online marketplaces to overcome market failure due to adverse selection. Reputation/feedback systems and multi-media web contents from sellers are known to be popular disclosure devices for this purpose. This paper employs hedonic price regressions to provide empirical evidence that the recent success of a sharing economy platform, Airbnb also relies on such publicly

Three Essays in Financial Economics

Three Essays in Financial Economics
  • Author : Dawoon Kim
  • Publisher : Unknown
  • Release : 22 April 2021
GET THIS BOOK Three Essays in Financial Economics

In this dissertation, I explore three topics in financial economics focusing on how financial decision making has evolved under the various changes that surround the capital market. First, I study the potential value of big data analysis in the product market and document evidence that it may affect investors' decision making in the capital market. Second, I focus on how changes in firms operating performance result in changes in corporate decision making and firm composition around the world. Third, I

Essays in Public Economics and Advanced Applied Econometrics

Essays in Public Economics and Advanced Applied Econometrics
  • Author : Yanyue Wang
  • Publisher : Unknown
  • Release : 22 April 2021
GET THIS BOOK Essays in Public Economics and Advanced Applied Econometrics

This dissertation explores various research questions in public economics and advanced applied econometrics. The three chapters of the dissertation analyze how to ensure access to high quality and well-coordinated health and elder care for the vulnerable populations in the U.S., and evaluate hospital care quality as measured by impact of health shocks on labor market outcomes in Denmark. In this process, I develop advanced applied econometric methods by integrating cutting-edge big data and machine learning tools with rigorous empirical