OR Practice - Playing the Turn-of-the-Year Effect with Index Futures

The “turn-of-the-year” effect is a well-documented stock market phenomenon in which low capitalization “small stocks” receive relatively higher returns than high capitalization “big stocks” on the last trading day of December and the first 8 trading days of January. The difference in returns during this period is of the order of 10%. Strategies for buying and selling these small stocks may be profitable, but may also incur large transaction costs that eliminate most or all of the projected gains. In this paper, we show a preferable way to invest in order to exploit this anomaly: use a futures spread that is long in the small stocks and short in the big stocks. The optimal investment, which uses a modification of the capital growth criterion, is large and has a substantial expected gain with minimal risk. We have used this analysis successfully in managing investment accounts.

[1]  N. H. Hakansson..  Capital Growth and the Mean-Variance Approach to Portfolio Selection , 1971, Journal of Financial and Quantitative Analysis.

[2]  Stephen Figlewski,et al.  Hedging Performance and Basis Risk in Stock Index Futures , 1984 .

[3]  Richard Roll,et al.  On computing mean returns and the small firm premium , 1983 .

[4]  K. French,et al.  The pricing of stock index futures , 1983 .

[5]  Seymour Smidt,et al.  Volume and turn-of-the-year behavior , 1984 .

[6]  William R. Kinney,et al.  Capital market seasonality: The case of stock returns , 1976 .

[7]  W. Breen,et al.  Sample‐Dependent Results Using Accounting and Market Data: Some Evidence , 1986 .

[8]  Giora Harpaz,et al.  The Pricing of Futures and Options Contracts on the Value Line Index , 1986 .

[9]  Donald B. Keim.  SIZE-RELATED ANOMALIES AND STOCK RETURN SEASONALITY Further Empirical Evidence , 1983 .

[10]  Stephen Figlewski,et al.  Hedging with stock index futures: Theory and application in a new market , 1985 .

[11]  Mustafa N. Gultekin,et al.  Stock market seasonality: International Evidence , 1983 .

[12]  M. Blume,et al.  BIASES IN COMPUTED RETURNS An Application to the Size Effect , 1983 .

[13]  George M. Constantinides,et al.  Optimal bond trading with personal taxes , 1984 .

[14]  Hans R. Stoll,et al.  Transaction costs and the small firm effect , 1983 .

[15]  Dan Givoly,et al.  Year‐End Tax‐Induced Sales and Stock Market Seasonality , 1983 .

[16]  G. William Schwert,et al.  Size and stock returns, and other empirical regularities , 1983 .

[17]  Kenneth Singleton,et al.  AMERICAN FINANCE ASSOCIATION , 2022, The Journal of Finance.

[18]  Sidney B. Wachtel.  Certain Observations on Seasonal Movements in Stock Prices , 1942 .

[19]  Marc R. Reinganum.  The anomalous stock market behavior of small firms in January: Empirical tests for tax-loss selling effects , 1983 .

[20]  W. Ziemba,et al.  Dr. Z's beat the racetrack , 1987 .

[21]  Donald B. Keim.  The CAPM and Equity Return Regularities , 1986 .

[22]  Marc R. Reinganum.  Portfolio strategies based on market capitalization , 1983 .

[23]  Giovanni Barone-Adesi,et al.  Seasonality in Canadian Stock Prices: A Test of the “Tax-Loss-Selling” Hypothesis , 1987, Journal of Financial and Quantitative Analysis.

[24]  R. R. West,et al.  Risk and return: Janaury vs. the rest of the year , 1984 .

[25]  K. French,et al.  Taxes and the Pricing of Stock Index Futures , 1983 .

[26]  E. Thorp.  Portfolio Choice and the Kelly Criterion , 1975 .

[27]  R. Banz,et al.  The relationship between return and market value of common stocks , 1981 .

[28]  M. Sundaresan,et al.  The relationship between spot and futures prices in stock index futures markets: Some preliminary evidence , 1983 .

[29]  R. Officer,et al.  Seasonality in Australian capital markets: Market efficiency and empirical issues , 1975 .

[30]  J. J. Kelly.  A new interpretation of information rate , 1956 .

[31]  Marc R. Reinganum.  Misspecification of capital asset pricing : Empirical anomalies based on earnings' yields and market values , 1981 .

[32]  Richard J. Rogalski,et al.  The January Size Effect: Anomaly or Risk Mismeasurement? , 1986 .

[33]  E. A. Dyl,et al.  CAPITAL GAINS TAXATION AND YEAR‐END STOCK MARKET BEHAVIOR , 1977 .

[34]  Kiyoshi Kato,et al.  Seasonal and Size Anomalies in the Japanese Stock Market , 1985, Journal of Financial and Quantitative Analysis.

[35]  R. Roll,et al.  A Possible Explanation of the Small Firm Effect , 1981 .

[36]  Ben S. Branch.  A Tax Loss Trading Rule , 1977 .