Ripamonti, Alexandre (2016): Corwin-Schultz bid-ask spread estimator in the Brazilian stock market. Published in: BAR Brazilian Administration Review , Vol. 1, No. 13 (March 2016): pp. 76-97.
Preview |
PDF
MPRA_paper_79459.pdf Download (863kB) | Preview |
Abstract
This paper tests the validity of the Corwin-Schultz bid-ask spread estimator in the Brazilian stock market. The Corwin-Schultz estimator arises as an easy way to compute asymmetric information throughout daily high and low stock prices for estimating overnight and non-negative adjusted spreads. The sample consisted of Ibovespa firms from 1986 to 2014 and was analysed with time series econometrics. The findings show that the measures of spread have stationarity properties, allowing for forecasting in a period of lagged variables, besides having the property of time-varying cointegration with market-to-book ratio, debt on equity, size and return and also presenting sensibility to different periods, industries and listing segments. Thus, the Corwin-Schultz bid-ask spread estimator seems to be a valid and reliable measure for forecasting aggregate-data variables through the weighted average of firm-level variables.
Item Type: | MPRA Paper |
---|---|
Original Title: | Corwin-Schultz bid-ask spread estimator in the Brazilian stock market |
Language: | English |
Keywords: | Corwin-Schultz bid-ask spread estimator; asymmetric information; market microstructure; time varying cointegration |
Subjects: | G - Financial Economics > G1 - General Financial Markets > G11 - Portfolio Choice ; Investment Decisions G - Financial Economics > G1 - General Financial Markets > G17 - Financial Forecasting and Simulation G - Financial Economics > G3 - Corporate Finance and Governance > G39 - Other |
Item ID: | 79459 |
Depositing User: | Alexandre Ripamonti |
Date Deposited: | 30 Jun 2017 12:54 |
Last Modified: | 26 Sep 2019 14:53 |
References: | Agarwal, P., & O´Hara, M. (2006). Information risk and capital structure. Working Paper, 1-52. SSRN: 939663. Akerlof, G. (1970). The market for “lemons”: quality uncertainty and the market mechanism. The Quarterly Journal of Economics, 84(3), 488-500. . Asteriou, D., & Hall, S. (2011). Applied econometrics (2 ed.). Hampshire: Palgrave Macmillan. Bailey, R. (2005). The Economics of financial markets. Cambridge: Cambridge University Press. Bierens, H., & Martins, L. (2010). Time-varying cointegration. Econometric Theory, 26(5), 1-38. Blume, L., Easley, D., & O´Hara, M. (1994). Market statistics and technical analysis: the role of volume. The Journal of Finance, 49(1), 153-181. Bryman, A. (2012). Social research methods (4 ed.). Oxford: University Press. Cerqueira, A., & Pereira, C. (2014). Financial reporting quality and information asymmetry in Europe. British Accounting Review, 32-51. Chan, K., Menkveld, A., & Yang, Z. (2008). Information asymmetry and asset prices: evidence from the China foreign share discount. The Journal of Finance, 63(1), 159-196. Chow, G. (1960). Tests of equality between sets of coefficients in two linear regressions. Econometrica, 28(3), 591-605. Corwin, S., & Schultz, P. (2012a). A simple way to estimate bid and ask spreads from daily high and low prices. The Journal of Finance, 67(2), 719-759. Corwin, S., & Schultz, P. (2012b). Internet appendix for “A simple way to estimate bid-ask spreads from daily high and low prices”. The Journal of Finance, 67(2), 719-759. Cronbach, L., & Shavelson, R. (2004). My current thoughts on coefficient alpha and sucessor procedures. Educational and Psychological Measurement, 64(3), 391-418. Cuthbertson, K., & Nitzche, D. (2004). Quantitative financial economics: stocks, bonds and foreign exchange (2 ed.). Chichester: John Wiley & Sons. Demirgüc-Kunt, A., & Maksimovic, V. (1996). Stock market development and financing choices of firms. The World Bank Economic Review, 10(2), 341-369. Demirgüc-Kunt, A., Feyen, E., & Levine, R. (2013). The evolving importance of banks and securities markets. The World Bank Economic Review, 27(3), 476-490. Dickey, D., & Fuller, W. (1979). Distribution of the estimators for autoregressive time series with a unit root. Journal of the American Statistical Association, 74(366), 427-431. Dickey, D., & Fuller, W. (1981). Likelihood ratio statistics for autoregressive time series with a unit root. Econometrica, 49(4), 1057-1072. Dufor, A., & Engle, R. (2000). Time and the price impact of a trade. The Journal of Finance, 55(6), 2467-2498. Easley, D., & O´Hara, M. (1991). Order form and information in securities markets. The Journal of Finance, 46(3), 905-927. Easley, D., & O´Hara, M. (1992). Time and the process of security price adjustment. The Journal of Finance, 47(2), 577-605. Easley, D., & O´Hara, M. (2004). Information and cost of capital. The Journal of Finance, 59(4), 1553-1583. Easley, D., Hvidkjaer, S., & O’Hara, M. (2002). Is information risk a determinant of asset returns? The Journal of Finance, 57(5), 2185-2221. Easley, D., Kiefer, N., & O´Hara, M. (1997). One day in the life of a very common stock. The Review of Financial Studies, 10(3), 805-835. Easley, D., Kiefer, N., O´Hara, M., & Paperman, J. (1996). Liquidity, information, and infrequently traded stocks. The Journal of Finance, 51(4), 1405-1436. Easley, D., O´Hara, M., & Srinivas, P. (1998). Option volume and stock prices: evidences on where informed traders trade. The Journal of Finance, 53(2), 431-465. French, K., & Roll, R. (1986). Stock return variances the arrival of information and the reaction of traders. The Journal of Financial Economics, 17(1986), 5-26. Girão, L., Martins, O., & Paulo, E. (2014). Avaliação de empresas e probabilidade de negociação com informação privilegiada no mercado brasileiro de capitais. Revista de Administração (São Paulo), 49(3), 462-475. Glosten, L., & Harris, L. (1988). Estimating the components of bid/ask spread. Journal of Financial Economics, 21(1988), 123-142. Glosten, L., & Milgron, P. (1985). Bid, ask and transaction prices in a specialist market with heterogeneously informed traders. Journal of Financial Economics, 14(1985), 71-100. Granger, C. (1981). Some properties of time series data and their use in econometric model specification. Journal of Econometrics, 16(1981), 121-130. Granger, C. (2010). Some thoughts on the development of cointegration. Journal of Econometrics, 158(2010), 3-6. Grossman, S., & Stiglitz, J. (1980). On the impossibility of informationally efficient markets. The American Economic Review, 70(3), 393-408. Gu, F., Little, T., & Kingston, N. (2013). Misestimation of reliability using coefficient alpha and structural equation modeling when assumptions of Tau-equivalence and uncorrelated errors are violated. Methodology: European Journal of Research Methods for the Behavioral and Social Sciences, 9(1), 30-40. Harris, L. (1990). Statistical properties of the Roll serial covariance bid/ask estimator. The Journal of Finance, 45(2), 579-590. Hasbrouck, J. (1988). Trades, quotes, inventories, and information. Journal of Financial Economics, 22(1988), 229-252. Hasbrouck, J. (1991). Measuring the information content of stock trades. The Journal of Finance, 46(1), 179-207. Hasbrouck, J. (1996). Order characteristics and stock price evolution: an application to program trading. Journal of Financial Economics, 41(1996), 129-149. Hasbrouck, J. (1999). Security bid/ask dynamics with discreteness and clustering: simple strategies for modeling and estimation. Journal of Financial Markets, 2(1999), 1-28. Hasbrouck, J. (2007). Empirical market microstructure: the institutions, economics, and econometrics of securities trading. New York: Oxford University Press. Hasbrouck, J., & Saar, G. (2009). Technology and liquidity provision: the blurring of traditional definitions. Journal of Financial Markets, 12(2009), 143-172. Hasbrouck, J., & Saar, G. (2013). Low-latency trading. Journal of Financial Markets, 16(2013), 646-679. Hasbrouck, J., & Seppi, D. (2001). Common factors in prices, order flows, and liquidity. Journal of Financial Economics, 59(2001), 383-411. Huang, R., & Stoll, H. (1997). The components of the bid-ask spread: a general approach. Review of Financial Studies 10(4), 995-1034. Karstanje, D., Sojli, E., Tham, W., & Van Der Wel, M. (2013). Economic valuation of liquidity timing. Journal of Banking & Finance, 37(2013), 5073-5087. Krinsky, I., & Lee, J. (1996). Earnings announcements and the components of the bid-ask spread. The Journal of Finance, 51(4), 1523-1535. Lee, C., & Ready, M. (1991). Inferring trade direction from intraday data. The Journal of Finance, 46(2), 733-746. Lin, C. (2014). Estimation accuracy of high-low spread estimator. Finance Research Letters, 11(2014), 54-62. Madhavan, A. (2000). Market microstructure: a survey. Journal of Financial Markets, 3(2000), 205-258. Martins, O., & Paulo, E. (2013). The probability of informed trading in the Brazilian stock market. Brazilian Review of Finance, 11(2), 249-280. Martins, O., & Paulo, E. (2014). Information asymmetry in stock trading, economic and financial characteristics and corporate governance in Brazilian stock market. Accounting and Finance Review, 25(64), 33-45. Martins, O., Paulo, E., & Albuquerque, P. (2013). Informed trading and stock returns in the BM&FBOVESPA. Business Administration Review, 53(4), 350-362. Maskara, P., & Mullineaux, D. (2011). Information asymmetry and self-selection bias in bank loan announcement studies. Journal of Financial Economics, 101(2011), 684-694. Minardi, A., Sanvicente, A., & Monteiro, R. (2006). Bid-ask spreads in a stock exchange without market specialists. Latin American Business Review, 7(2), 19-39. Muth, J. (1961). Rational expectations and the theory of price movements. Econometrica, 29(3), 315-335. O´Hara, M. (2003). Presidential adress: liquidity and price discovery. The Journal of Finance, 58(4), 1335-1354. Rabelo, F., & Vasconcelos, F. (2002). Corporate governance in Brazil. Journal of Business Ethics, 37(2002), 321-335. Roll, R. (1984). A simple implicit measure of the effective bid-ask spread in an efficient market. The Journal of Finance, 39(4), 1127-1139. Roll, R., & Subrahmanyam, A. (2010). Liquidity skewness. Journal of Banking and Finance, 34(2010), 143-172. Roll, R., Schwartz, E., & Subrahmanyan, A. (2014). Trading activity in the equity market and its contingent claims: an empirical investigation. Journal of Empirical Finance, 28(2014), 13-35. Rosser Jr, J. (2003). A Nobel prize for asymmetric information: the economic contributions of George Akerlof, Michael Spence and Joseph Stiglitz. Review of Political Economy, 15(1), 3-21. Rothschild, M., & Stiglitz, J. (1976). Equilibrium in competitive insurance markets: an essay on the economics of imperfect information. The Quarterly Journal of Economics, 90(4), 629-649. Spence, M. (1973). Job market signaling. The Quarterly Journal of Economics, 87(3), 355-374. Timmermann, A. (1995). Cointegration tests of present value models with a time-varying discount factor. Journal of Applied Econometrics, 10(1), 17-31. Titman, S., & Wessels, R. (1988). The determinants of capital structure choice. The Journal of Finance, 43(1), 1-19. Zhang, X., Yang, J., Su, H., & Zhang, S. (2014). Liquidity premium and the Corwin-Schultz bid-ask spread estimate. China Finance Review International, 4(2), 168-186. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/79459 |