Khezr, Peyman and Pourkhanali, Armin (2023): An investigation of auctions in the Regional Greenhouse Gas Initiative.
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Abstract
The Regional Greenhouse Gas Initiative (RGGI), as the largest cap-and-trade system in the United States, employs quarterly auctions to distribute emissions permits to firms. This study examines firm behavior and auction performance from both theoretical and empirical perspectives. We utilize auction theory to offer theoretical insights regarding the optimal bidding behavior of firms participating in these auctions. Subsequently, we analyze data from the past 58 RGGI auctions to assess the relevant parameters, employing panel random effects and machine learning models. Our findings indicate that most significant policy changes within RGGI, such as the Cost Containment Reserve, positively impacted the auction clearing price. Furthermore, we identify critical parameters, including the number of bidders and the extent of their demand in the auction, demonstrating their influence on the auction clearing price. This paper presents valuable policy insights for all cap-and-trade systems that allocate permits through auctions, as we employ data from an established market to substantiate the efficacy of policies and the importance of specific parameters.
Item Type: | MPRA Paper |
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Original Title: | An investigation of auctions in the Regional Greenhouse Gas Initiative |
Language: | English |
Keywords: | Emissions permit, auctions, uniform-price, RGGI |
Subjects: | C - Mathematical and Quantitative Methods > C5 - Econometric Modeling D - Microeconomics > D2 - Production and Organizations > D21 - Firm Behavior: Theory Q - Agricultural and Natural Resource Economics ; Environmental and Ecological Economics > Q5 - Environmental Economics |
Item ID: | 118120 |
Depositing User: | Dr Peyman Khezr |
Date Deposited: | 28 Jul 2023 01:50 |
Last Modified: | 28 Jul 2023 01:50 |
References: | Ausubel, Lawrence M, Peter Cramton, Marek Pycia, Marzena Rostek, and Marek Weretka (2014) “Demand reduction and inefficiency in multi-unit auctions,” The Review of Economic Studies, 81 (4), 1366–1400. Back, Kerry and Jaime F Zender (2001) “Auctions of divisible goods with endogenous supply,” Economics Letters, 73 (1), 29–34. Back, Kerry and Jamie F. Zender (1993) “Auctions of Divisible Goods: On the Rationale for the Treasury Experiment,” The Review of Financial Studies, 6 (4), 733–764. Baisa, Brian and Justin Burkett (2018) “Large multi-unit auctions with a large bidder,” Journal of Economic Theory, 174, 1–15. Baltagi, Badi Hani and Badi H Baltagi (2008) Econometric analysis of panel data, 4: Springer. Ben-Akiva, Moshe E, Steven R Lerman, and Steven R Lerman (1985) Discrete choice analysis: theory and application to travel demand, 9: MIT press. Bonaccorso, Giuseppe (2017) Machine learning algorithms: Packt Publishing Ltd. Chan, Nathan W and John W Morrow (2019) “Unintended consequences of cap-and-trade? Evi- dence from the Regional Greenhouse Gas Initiative,” Energy Economics, 80, 411–422. Coase, Ronald Harry (2013) “The problem of social cost,” The Journal of Law and Economics, 56 (4), 837–877. Cramton, Peter and Suzi Kerr (2002) “Tradeable carbon permit auctions: How and why to auction not grandfather,” Energy Policy, 30 (4), 333–345. Damianov, Damian S and Johannes Gerd Becker (2010) “Auctions with variable supply: Uniform price versus discriminatory,” European Economic Review, 54 (4), 571–593. Fell, Harrison, Dallas Burtraw, Richard D Morgenstern, and Karen L Palmer (2012) “Soft and hard price collars in a cap-and-trade system: A comparative analysis,” Journal of Environmental Economics and Management, 64 (2), 183–198. Fell, Harrison and Peter Maniloff (2018) “Leakage in regional environmental policy: The case of the regional greenhouse gas initiative,” Journal of Environmental Economics and Management, 87, 1–23. Friesen, Lana, Lata Gangadharan, Peyman Khezr, and Ian A MacKenzie (2022) “Mind your Ps and Qs! Variable allowance supply in the US regional greenhouse gas initiative,” Journal of Environmental Economics and Management, 112, 102620. Holt, Charles A. and William M. Shobe (2016) “Price and quantity collars for stabilizing emission allowance prices: Laboratory experiments on the EU ETS market stability reserve,” Journal of Environmental Economics and Management, 80, 69–86, The economics of the European Union Emission Trading System (EU ETS) market stability reserve. Horta ̧csu, Ali and Steven L Puller (2008) “Understanding strategic bidding in multi-unit auctions: a case study of the Texas electricity spot market,” The RAND Journal of Economics, 39 (1), 86–114. Kagel, JH and D Levin (2016) “Auctions. A survey of experimental research,[In:] JH Kagel, AE Roth (Eds.), Handbook of Experimental Economics, Vol. II.” Kastl, Jacob (2011) “Discrete bids and empirical inference in divisible good auctions,” The Review of Economic Studies, 78 (3), 974–1014. Khezr, Peyman and Anne Cumpston (2022) “A review of multiunit auctions with homogeneous goods,” Journal of Economic Surveys, 36 (4), 1225–1247. Khezr, Peyman and Ian A MacKenzie (2018a) “Consignment auctions,” Journal of Environmental Economics and Management, 87, 42–51. (2018b) “Permit market auctions with allowance reserves,” International Journal of In- dustrial Organization, 61, 283–306. Khezr, Peyman and Flavio M Menezes (2020) “A semi-uniform-price auction for multiple objects,” Economic Theory Bulletin, 8, 139–148. Kline, J Jude and Flavio M Menezes (1999) “A simple analysis of the US emission permits auctions,” Economics Letters, 65 (2), 183–189. Kollenberg, Sascha and Luca Taschini (2016) “Emissions trading systems with cap adjustments,” Journal of Environmental Economics and Management, 80, 20–36. Krishna, Vijay (2009) Auction theory: Academic press. Lopomo, Giuseppe, Leslie M Marx, David McAdams, and Brian Murray (2011) “Carbon allowance auction design: an assessment of options for the United States,” Review of Environmental Eco- nomics and Policy. McAdams, David (2007) “Adjustable supply in uniform price auctions: Non-commitment as a strategic tool,” Economics Letters, 95 (1), 48–53. Montgomery, W David (1972) “Markets in licenses and efficient pollution control programs,” Jour- nal of Economic Theory, 5 (3), 395–418. Mullainathan, Sendhil and Jann Spiess (2017) “Machine learning: an applied econometric ap- proach,” Journal of Economic Perspectives, 31 (2), 87–106. Murray, Brian C, Richard G Newell, and William A Pizer (2009) “Balancing cost and emissions certainty: An allowance reserve for cap-and-trade,” Review of Environmental Economics and Policy. Natekin, Alexey and Alois Knoll (2013) “Gradient boosting machines, a tutorial,” Frontiers in neurorobotics, 7, 21. Perkis, David F, Timothy N Cason, and Wallace E Tyner (2016) “An experimental investigation of hard and soft price ceilings in emissions permit markets,” Environmental and Resource Eco- nomics, 63, 703–718. Shobe, William, Charles Holt, and Thaddeus Huetteman (2014) “Elements of emission market design: An experimental analysis of California’s market for greenhouse gas allowances,” Journal of Economic Behavior & Organization, 107, 402–420. Shobe, William, Karen Palmer, Erica Myers, Charles Holt, Jacob Goeree, and Dallas Burtraw (2010) “An experimental analysis of auctioning emission allowances under a loose cap,” Agricul- tural and Resource Economics Review, 39 (2), 162–175. 23 |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/118120 |