Welfare Effects of Market Making in Continuous Double Auctions: Extended Abstract
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence. Pages 4218-4221.
Abstract
We investigate the effects of market making on market performance, focusing on allocative efficiency as well as gains from trade accrued by background traders. We employ empirical simulation-based methods to evaluate heuristic strategies for market makers as well as background investors in a variety of complex trading environments. Our market model incorporates private and common valuation elements, with dynamic fundamental value and asymmetric information. In this context, we compare the surplus achieved by background traders in strategic equilibrium, with and without a market maker. Our findings indicate that the presence of the market maker strongly tends to increase total welfare across a variety of environments. Market-maker profit may or may not exceed the welfare gain, thus the effect on background-investor surplus is ambiguous. We find that market making tends to benefit investors in relatively thin markets, and situations where background traders are impatient, due to limited trading opportunities. Introducing additional market makers increases these benefits, as competition drives market makers to provide liquidity at lower price spreads.
@inproceedings{ijcai2016p634,
title = {Welfare Effects of Market Making in Continuous Double Auctions: Extended Abstract},
author = {Wah, Elaine and Wright, Mason and Wellman, Michael P.},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI-16}},
publisher = {AAAI Press / International Joint Conferences on Artificial Intelligence},
editor = {Subbarao Kambhampati},
pages = {4218--4221},
year = {2016},
month = {7},
url = {https://ijcai.org/proceedings/2016/634},
}
TY - CPAPER TI - Welfare Effects of Market Making in Continuous Double Auctions: Extended Abstract AU - Wah, Elaine AU - Wright, Mason AU - Wellman, Michael P. T2 - Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI-16 PB - AAAI Press / International Joint Conferences on Artificial Intelligence PY - 2016 SP - 4218 EP - 4221 UR - https://ijcai.org/proceedings/2016/634 ER -Copied
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