Liquidity and Prediction Market Efficiency

Author(s):  
Paul C. Tetlock
2012 ◽  
Vol 3 (2) ◽  
pp. 65-77
Author(s):  
Richard Borghesi

In this paper I examine the absolute and relative price efficiency of NBA options listed on Tradesports.com.  I find that contracts within specific price bands are misvalued, but also demonstrate that this market is more efficient than is the market for NFL options.  Specifically, I show that contracts priced around $25 win (expire at $100) at a rate less than expected, while those priced around $75 win at a rate greater than expected.  The magnitudes of these deviations between prices and fundamental values are less than those in the NFL market.  Also, while prior theoretical work predicts that low-priced contracts should be overpriced, I instead find that NBA contracts priced near $2.50 win more frequently than expected.I thank Rob Dougherty and Brijesh Patel for assistance with the NBA event data, and Leighton Vaughan Williams for meaningful suggestions throughout.  Any errors are strictly my own.


2013 ◽  
Vol 7 (1) ◽  
pp. 27-42
Author(s):  
Florian Teschner

The disposition effect describes investors’ common tendency of selling a winning investment too soon and holding on to losing investments too long. We analyze the disposition effect in a prediction market for economic indices. We show that the effect for individual traders as well as on an aggregated level. Furthermore we find a significant asymmetry of the disposition effect. The effect can almost exclusively be attributed to the percentage of gains realized (PGR). Additionally we link the aggregated disposition effect and market efficiency. A common hypothesis of the behavioral finance literature is that if participants make systematically biased decisions, market efficiency will suffer. Our setup is well-suited to studying the behavioral aspects of decision making because, in contrast to financial markets (i) the value of shares in our market is ultimately known and (ii) we can measure the participants’ behavioral biases (i.e the disposition effect). Against intuition we find no correlation between the disposition effect and prediction accuracy - a proxy for market efficiency.


2012 ◽  
Vol 2 (1) ◽  
pp. 45-71
Author(s):  
Philip O'Connor ◽  
Feng Zhou

We investigated 1,587 Tradesports point spread contracts for NFL games during the 2005/06 season. Differing point spreads create differing odds, meaning we could test for the traditional favorite long shot bias in NFL betting. We found that there was no favorite long shot bias. However, the market underestimated the chances of the favored team winning by about 10% across all odds categories, and this bias persisted throughout the season. We found relatively low transaction costs. For a price-taker, the Tradesports “Vegas-line” point spread had a 2.2% total takeout including exchange fees, about half of the 4.55% takeout of traditional legal bookmakers. Contracts with a price around 50, creating even money returns to bets on both teams, and higher volume contracts, had lower transaction costs. Participants were found to prefer the Las Vegas line point spread contract followed by the straight-up contract. Trading volume during the game (in-running) was about twice the trading volume leading up to the game. Teams with better season records and from cities with larger populations generated a higher volume of trades. Sunday night and Monday night games generated about four times more volume than regular Sunday games.Helpful comments were provided by Adi Schnytzer and participants of the 2007 University of California-Riverside Growth of Gambling and Prediction Markets Conference, and an excellent anonymous referee. We thank Jared Hunt for computer assistance.


2012 ◽  
Vol 5 (3) ◽  
pp. 27-41
Author(s):  
John F Kros ◽  
Enping Mai ◽  
Christopher M Keller

 Daily trading in INTRADE’s 2008 U.S. Presidential electoral markets is analyzed in this paper.  INTRADE provides a unique bridge connecting the political voting literature and the price probabilities in the growing prediction market research.  Since these markets involve only fixed return options, it is plausible, assuming risk-neutrality, to interpret the ratio of an option’s price to the option’s fixed return as representing the probability of the option being “in the money”.  Observed price-probability differences are contraindicated by the theory of risk-neutral market efficiency.  Several authors have theorized variously generalized rubrics of non-risk-neutral utility preferences that purport to explain these price-probability differences.   This paper demonstrates, using historical vote participation estimates, that observed price-probability differences can be explained as a function of the variability of voter turnout in a political prediction market.


CFA Digest ◽  
2000 ◽  
Vol 30 (3) ◽  
pp. 58-59
Author(s):  
Roger Ignatius
Keyword(s):  

2016 ◽  
Vol 1 (2) ◽  
pp. 164 ◽  
Author(s):  
Matea Zlatković

Foreign direct investments present a valuable source of national competitiveness as they have attributes of capital flows provide knowledge and technology transfer from one country to target country. In this paper are used variables defined by World Economic Forum which construct Global Competitiveness Index for assessing competitiveness of the country. The purpose of the research is to examine does the national competitiveness increase enhance the level of FDI flows in transition Western Balkan economies that are not yet full members of European Union. The findings claim that larger increase in FDI per capita stocks in majority analyzed countries would have if making infrastructure more competitiveness, accelerate their technological readiness and improve innovation while certain countries should work on health and primary education and higher education and training. According to the results, there is no correlation between FDI flows and macroeconomic environment, institutions, development of financial markets, good market efficiency, labor market efficiency and business sophistication. Applying benchmark method, it is established the most competitive WB country as benchmark value for other transition countries in its neighborhood for enhancing their competitiveness, specially in the regional market. Also, it is obtained what if analysis to detect potential rise of FDI per capita stocks as a consequence of potential changes in some competitiveness variables. It is also calculated the potential increase in FDI/capita due to similar changes in different competitiveness variables.


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