Nima Rafizadeh

University of Massachusetts Amherst

Department of Resource Economics

United States

http://www.nimarafizadeh.com

SCHOLARLY PAPERS

17

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7,314

TOTAL CITATIONS
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SSRN RANKINGS

Top 30,554

in Total Papers Citations

33

Scholarly Papers (17)

1.

Double/Debiased Machine Learning for Economists: Practical Guidelines, Best Practices, and Common Pitfalls

Number of pages: 35 Posted: 13 Feb 2024 Last Revised: 02 Apr 2024
Maryam Feyzollahi and Nima Rafizadeh
University of Massachusetts Amherst and University of Massachusetts Amherst
Downloads 1,341 (31,248)

Abstract:

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Double/Debiased Machine Learning, Causal Inference, Econometrics, Model Misspecification, High-Dimensional Data

2.

Price Elasticity of Gasoline Smuggling: A Semi-Structural Estimation Approach

Energy Economics, Vol. 71, 2018
Number of pages: 45 Posted: 19 Apr 2017 Last Revised: 21 Dec 2018
California State Polytechnic University, San Luis Obispo, University of Massachusetts Amherst and Sharif University of Technology
Downloads 1,312 (32,242)
Citation 3

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Gasoline Smuggling , Fuel Subsidy Removal, Price Elasticity, Gasoline Price Differential, Panel Data Estimation

3.

Machine Learning in Energy Economics and Finance: A Review

Energy Economics, Vol. 81, 2019
Number of pages: 71 Posted: 15 Nov 2018 Last Revised: 08 Jun 2019
Hamed Ghoddusi, Germán G. Creamer and Nima Rafizadeh
California State Polytechnic University, San Luis Obispo, Stevens Institute of Technology, School of Business and University of Massachusetts Amherst
Downloads 1,067 (43,549)
Citation 26

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Machine Learning, Energy Markets, Energy Finance, Support Vector Machine, Artificial Neural Network, Forecasting, Crude Oil, Electricity Price

4.

Foreign Exchange Shocks and Gasoline Consumption

Energy Economics, Vol. 84, 2019
Number of pages: 36 Posted: 12 Nov 2018 Last Revised: 29 Oct 2019
Hamed Ghoddusi, Mohammad Morovati and Nima Rafizadeh
California State Polytechnic University, San Luis Obispo, Khatam University and University of Massachusetts Amherst
Downloads 692 (78,191)
Citation 2

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Foreign Exchange Rate, Exchange Rate Volatility, Gasoline Consumption, Elasticity of Demand, Panel Data Estimation

5.

Dynamics of Fuel Demand Elasticity: Evidence from Iranian Subsidy Reforms

Energy Economics, Vol. 110, 2022
Number of pages: 39 Posted: 06 Jan 2019 Last Revised: 29 Apr 2022
Hamed Ghoddusi, Mohammad Morovati and Nima Rafizadeh
California State Polytechnic University, San Luis Obispo, Khatam University and University of Massachusetts Amherst
Downloads 605 (92,792)

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Subsidized Fuel, Subsidy Reform, Price Elasticity, Time-Varying Elasticity, Panel Data Estimation

6.

The Effects of Fuel Subsidies on Regional Income Distribution Through Smuggling

Journal of Regional Science, Vol. 64, 2024,
Number of pages: 43 Posted: 07 Sep 2021 Last Revised: 15 Jul 2024
Tehran Institute for Advanced Studies, Khatam University, Khatam University, Saint Thomas More College University of Saskatcehwan and University of Massachusetts Amherst
Downloads 294 (213,891)

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Regional Income Inequality, Fuel Subsidy Reform, Cross-Border Smuggling Dynamics, Economic Policy Analysis, Spatial Income Distribution, Iran

7.

From Linear to Learning: Machine Learning for the Price Elasticity of Gasoline Demand

Number of pages: 22 Posted: 15 Apr 2024
Nima Rafizadeh
University of Massachusetts Amherst
Downloads 292 (215,378)

Abstract:

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Gasoline Demand, Price Elasticity, Double/Debiased Machine Learning, Causal Inference, Market-Based Instruments

8.

Dynamic Responses of GHG Emissions to Electricity Pricing: Evidence from the U.S. Residential Sector

Number of pages: 37 Posted: 04 Apr 2022 Last Revised: 07 Jan 2025
Maryam Feyzollahi and Nima Rafizadeh
University of Massachusetts Amherst and University of Massachusetts Amherst
Downloads 242 (260,585)

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Greenhouse Gas Emissions, Electricity Pricing, Price Elasticity, Climate Policy

9.

Google Search Explains Your Gasoline Consumption!

Energy Economics, Vol. 99, 2021
Number of pages: 26 Posted: 16 Dec 2019 Last Revised: 07 May 2021
Mohamad Afkhami, Hamed Ghoddusi and Nima Rafizadeh
Stevens Institute of Technology - School of Business, California State Polytechnic University, San Luis Obispo and University of Massachusetts Amherst
Downloads 239 (263,723)
Citation 1

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Google Trend, Gasoline Consumption, Public Transportation, Time Series Analysis

10.

AI Adoption in Economics Research

Number of pages: 13 Posted: 08 Jan 2025
Maryam Feyzollahi and Nima Rafizadeh
University of Massachusetts Amherst and University of Massachusetts Amherst
Downloads 200 (312,376)

Abstract:

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Economics Research, Artificial Intelligence, Textual Analysis, Scientific Production, Technological Adaption

11.

Price Elasticity and Beyond: A Three-Dimensional Analysis of the Residential Electricity Market in New York

Number of pages: 39 Posted: 03 Jun 2021 Last Revised: 29 Sep 2022
Lille UniversityCNRS - Lille Economics & Managment - UMR 9221, HEC Montreal - Department of Decision Sciences and University of Massachusetts Amherst
Downloads 200 (312,376)

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Residential Electricity, Price Elasticity, Panel Data Estimation, New York

12.

Asymmetric Bitcoin Volatility under Structural Breaks

Number of pages: 15 Posted: 12 Jun 2020 Last Revised: 19 Jun 2020
Hamed Ghoddusi, Mohammad Morovati and Nima Rafizadeh
California State Polytechnic University, San Luis Obispo, Khatam University and University of Massachusetts Amherst
Downloads 194 (321,261)
Citation 1

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Bitcoin Volatility, Asymmetric GARCH, Structural Breaks

13.

Welfare Loss in Electricity Markets: Economic and Environmental Perspectives

Number of pages: 21 Posted: 12 Oct 2020 Last Revised: 06 Jan 2025
Pierre-Olivier Pineau and Nima Rafizadeh
HEC Montreal - Department of Decision Sciences and University of Massachusetts Amherst
Downloads 167 (367,196)

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Electricity Subsidies, Welfare Loss, Market Inefficiencies, Reform Policy, Environmental Externalities

14.

Drivers of Driving: A Review

Sustainability, Vol. 16, 2024
Number of pages: 60 Posted: 09 Feb 2023 Last Revised: 22 Mar 2024
University of Massachusetts Amherst, HEC Montreal - Department of Decision Sciences and University of Massachusetts Amherst
Downloads 153 (395,722)

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Driving Propensity, Car Dependency, Transportation, Travel Behavior, Urban Mobility, Sustainable Transportation

15.

The Effects of Wind Power Generation on the Electricity Price: High Frequency Evidence from New York

Number of pages: 42 Posted: 22 Jul 2020 Last Revised: 25 Aug 2020
HEC Montreal - Department of Decision Sciences, HEC Montreal and University of Massachusetts Amherst
Downloads 153 (395,722)

Abstract:

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Wind Generation, Electricity Price, Price Volatility, High-Frequency Data

16.

The Dynamics of Negative Electricity Prices: Renewable Integration, Weather Conditions, or Grid Constraints?

Number of pages: 48 Posted: 27 Aug 2023 Last Revised: 04 Dec 2024
Christine Crago and Nima Rafizadeh
University of Massachusetts Amherst and University of Massachusetts Amherst
Downloads 120 (479,501)

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Negative Electricity Prices, Renewable Energy Integration, Weather Effects, Grid Constraints, Wholesale Electricity Markets

17.

The Informational Efficiency of Water Futures Markets

Number of pages: 21 Posted: 07 Jan 2025
Nima Rafizadeh
University of Massachusetts Amherst
Downloads 43 (843,164)

Abstract:

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Water Futures Markets, Market Efficiency, Long-Range Dependence, Price Discovery, Financial Innovation