Identifying informed traders in futures markets

被引:27
作者
Fishe, Raymond P. H. [1 ,2 ]
Smith, Aaron D. [3 ,4 ]
机构
[1] Univ Richmond, CFTC, Richmond, VA 23173 USA
[2] Univ Richmond, Dept Finance, Robins Sch Business, Richmond, VA 23173 USA
[3] Univ Calif Davis, CFTC, Davis, CA 95616 USA
[4] Univ Calif Davis, Dept Agr & Resource Econ, Davis, CA 95616 USA
关键词
Commodities; False discovery rate; Forecasting ability; Informed traders; MUTUAL FUND PERFORMANCE; INVESTMENT PERFORMANCE; ORDER FLOW; INFORMATION; DISCOVERY; LIQUIDITY; INVESTORS; RETURNS; IMPACT; NEWS;
D O I
10.1016/j.finmar.2011.08.006
中图分类号
F8 [财政、金融];
学科分类号
0202 ;
摘要
We use daily positions of futures market participants to identify informed traders. These data contain 8,921 unique traders. We identify between 94 and 230 traders as overnight informed and 91 as intraday informed with little overlap. Floor brokers/traders are over-represented in the overnight informed group. The intraday informed group is dominated by managed money traders/hedge funds and swap dealers, with commercial hedgers under-represented. We find that characteristics such as experience, position size, trading activity, and type of positions held offer significant predictive power for who is informed. An analysis of daily trader profits confirms that we select highly profitable traders. (C) 2011 Elsevier B.V. All rights reserved.
引用
收藏
页码:329 / 359
页数:31
相关论文
共 64 条
[31]   LUCK VERSUS FORECAST ABILITY - DETERMINANTS OF TRADER PERFORMANCE IN FUTURES MARKETS [J].
HARTZMARK, ML .
JOURNAL OF BUSINESS, 1991, 64 (01) :49-74
[32]   RETURNS TO INDIVIDUAL TRADERS OF FUTURES - AGGREGATE RESULTS [J].
HARTZMARK, ML .
JOURNAL OF POLITICAL ECONOMY, 1987, 95 (06) :1292-1306
[33]   MEASURING THE INFORMATION-CONTENT OF STOCK TRADES [J].
HASBROUCK, J .
JOURNAL OF FINANCE, 1991, 46 (01) :179-207
[34]   TRADES, QUOTES, INVENTORIES, AND INFORMATION [J].
HASBROUCK, J .
JOURNAL OF FINANCIAL ECONOMICS, 1988, 22 (02) :229-252
[35]   ON MARKET TIMING AND INVESTMENT PERFORMANCE .2. STATISTICAL PROCEDURES FOR EVALUATING FORECASTING SKILLS [J].
HENRIKSSON, RD ;
MERTON, RC .
JOURNAL OF BUSINESS, 1981, 54 (04) :513-533
[36]  
Hieronymus T.A., 1977, Economics of Futures Trading for Commercial and Personal Profit, VSecond
[37]   CAN SPECULATORS FORECAST PRICES [J].
HOUTHAKKER, HS .
REVIEW OF ECONOMICS AND STATISTICS, 1957, 39 (02) :143-151
[38]   The components of the bid-ask spread: A general approach [J].
Huang, RD ;
Stoll, HR .
REVIEW OF FINANCIAL STUDIES, 1997, 10 (04) :995-1034
[39]   Is there private information in the FX market? The Tokyo experiment [J].
Ito, T ;
Lyons, RK ;
Melvin, MT .
JOURNAL OF FINANCE, 1998, 53 (03) :1111-1130
[40]   DIFFERENTIAL INTERPRETATION OF PUBLIC SIGNALS AND TRADE IN SPECULATIVE MARKETS [J].
KANDEL, E ;
PEARSON, ND .
JOURNAL OF POLITICAL ECONOMY, 1995, 103 (04) :831-872