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2018 | OriginalPaper | Buchkapitel

Intraday Trading Patterns on the Warsaw Stock Exchange

verfasst von : Paweł Miłobędzki, Sabina Nowak

Erschienen in: Contemporary Trends and Challenges in Finance

Verlag: Springer International Publishing

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Abstract

We estimate linear regressions with dummy variables for the rates of return, spreads and volumes of stocks included in the main Warsaw Stock Exchange index WIG 20 to reveal the intraday trading patterns after the Universal Trading Platform was introduced in April 2013. In doing so we use the data rounded to nearest second and aggregated into that of 1 h frequency. The analysis shows that the spreads and volumes exhibit either the day of the week or the hour of the day effect or both. The spreads resemble the reversed J and the volumes are U-shaped. The rates of return are mostly positive but eventually decline at the end of the trading day. Some of them exhibit the hour of the day but not the day of the week effect.

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Fußnoten
1
We extract the relevant information on stocks included in the main WSE index WIG 20 from the BOS brokerage house data bank at http://​bossa.​pl/​notowania/​, accessed on 15 Jan 2017.
 
2
The earlier papers report on the WIG 20 intraday returns and the stealth trading (Będowska-Sójka 2010, 2014), the volatility smile (García-Machado and Rybczyński 2015) as well as on the intraday variability of stock market activity (Gubiec and Wiliński 2015) but for the antecedent trading system Warset.
 
3
See Jarque and Bera (1987) and Brown and Forsythe (1974). The latter test provides good robustness against many types of non-normal data while retaining good power.
 
4
The departures from normality are mainly due to the extremely fat tails and the right skew.
 
5
They are available from the authors upon a request.
 
Literatur
Zurück zum Zitat Amihud Y, Mendelson H (1987) Trading mechanisms and stock returns: an empirical investigation. J Financ 42(3):533–553CrossRef Amihud Y, Mendelson H (1987) Trading mechanisms and stock returns: an empirical investigation. J Financ 42(3):533–553CrossRef
Zurück zum Zitat Będowska-Sójka B (2010) Intraday CAC40, DAX and WIG20 returns when the American macro news is announced. Bank i Kredyt 41(2):7–20 Będowska-Sójka B (2010) Intraday CAC40, DAX and WIG20 returns when the American macro news is announced. Bank i Kredyt 41(2):7–20
Zurück zum Zitat Będowska-Sójka B (2014) Intraday stealth trading. Evidence from the Warsaw Stock Exchange. Pozn Univ Econ Rev 14(1):5–19 Będowska-Sójka B (2014) Intraday stealth trading. Evidence from the Warsaw Stock Exchange. Pozn Univ Econ Rev 14(1):5–19
Zurück zum Zitat Bildik R (2001) Intra-day seasonalities on stock returns: evidence from the Turkish stock market. Emerg Mark Rev 2(4):387–417CrossRef Bildik R (2001) Intra-day seasonalities on stock returns: evidence from the Turkish stock market. Emerg Mark Rev 2(4):387–417CrossRef
Zurück zum Zitat Brown MB, Forsythe AB (1974) Robust tests for the equality of variances. J Am Stat Assoc 69:364–367CrossRef Brown MB, Forsythe AB (1974) Robust tests for the equality of variances. J Am Stat Assoc 69:364–367CrossRef
Zurück zum Zitat Chan KC, Christe WG, Schultz PH (1995a) Market structure and the intraday pattern of bid-ask spreads for NASDAQ securities. J Bus 68(1):35–60CrossRef Chan KC, Christe WG, Schultz PH (1995a) Market structure and the intraday pattern of bid-ask spreads for NASDAQ securities. J Bus 68(1):35–60CrossRef
Zurück zum Zitat Chan K, Chung YP, Johnson H (1995b) The intraday behavior of bid-ask spreads for NYSE stocks and CBOE options. J Financ Quant Anal 30(3):329–346CrossRef Chan K, Chung YP, Johnson H (1995b) The intraday behavior of bid-ask spreads for NYSE stocks and CBOE options. J Financ Quant Anal 30(3):329–346CrossRef
Zurück zum Zitat Chelley-Steeley P, Park K (2011) Intraday patterns in London listed exchange traded funds. Int Rev Financ Anal 20:244–251CrossRef Chelley-Steeley P, Park K (2011) Intraday patterns in London listed exchange traded funds. Int Rev Financ Anal 20:244–251CrossRef
Zurück zum Zitat Chiang MH, Huang CM, Lin TY, Lin Y (2006) Intraday trading patterns and day-of-the-week in stock index options markets: evidence from emerging markets. J Financ Manag Anal 19(2):32–45 Chiang MH, Huang CM, Lin TY, Lin Y (2006) Intraday trading patterns and day-of-the-week in stock index options markets: evidence from emerging markets. J Financ Manag Anal 19(2):32–45
Zurück zum Zitat Chung KH, Zhao X (2003) Intraday variation in the bid-ask spread: evidence after the market reform. J Financ Res 26(2):191–206CrossRef Chung KH, Zhao X (2003) Intraday variation in the bid-ask spread: evidence after the market reform. J Financ Res 26(2):191–206CrossRef
Zurück zum Zitat Da Costa AS, Ceretta PS, Müller FM (2015) Market microstructure – a high frequency analysis of volume and volatility intraday patterns across the Brazilian stock market. Br J Manag 8(3):455–462 Da Costa AS, Ceretta PS, Müller FM (2015) Market microstructure – a high frequency analysis of volume and volatility intraday patterns across the Brazilian stock market. Br J Manag 8(3):455–462
Zurück zum Zitat Foster FD, Viswanathan S (1993) Variations in trading volume, return volatility, and trading costs: evidence on recent price formation models. J Financ 48(1):187–211CrossRef Foster FD, Viswanathan S (1993) Variations in trading volume, return volatility, and trading costs: evidence on recent price formation models. J Financ 48(1):187–211CrossRef
Zurück zum Zitat García-Machado JJ, Rybczyński J (2015) Three-point volatility smile classification: evidence from the Warsaw Stock Exchange during volatile summer 2011. Investigaciones Europeas de Dirección y Economía de la Empresa 21:17–25CrossRef García-Machado JJ, Rybczyński J (2015) Three-point volatility smile classification: evidence from the Warsaw Stock Exchange during volatile summer 2011. Investigaciones Europeas de Dirección y Economía de la Empresa 21:17–25CrossRef
Zurück zum Zitat García-Machado JJ, Rybczyński J (2017) How Spanish options market smiles in summer: an empirical analysis for options on IBEX-35. Eur J Financ 23(2):153–169CrossRef García-Machado JJ, Rybczyński J (2017) How Spanish options market smiles in summer: an empirical analysis for options on IBEX-35. Eur J Financ 23(2):153–169CrossRef
Zurück zum Zitat Gerace D, Lepone A (2010) The intraday behaviour of bid-ask spreads across auction and specialist market structures: evidence from the Italian market. Australas Account Bus Financ J 4(1):29–52 Gerace D, Lepone A (2010) The intraday behaviour of bid-ask spreads across auction and specialist market structures: evidence from the Italian market. Australas Account Bus Financ J 4(1):29–52
Zurück zum Zitat Gubiec T, Wiliński M (2015) Intra-day variability of the stock market activity versus stationarity of the financial time series. Phys A 432:216–221CrossRef Gubiec T, Wiliński M (2015) Intra-day variability of the stock market activity versus stationarity of the financial time series. Phys A 432:216–221CrossRef
Zurück zum Zitat Huang PY, Ni YS, Yu CM (2012) The microstructure of the price-volume relationship of the constituent stocks of the Taiwan 50 index. Emerg Mark Financ Trade 48(Supplement 2):153–168CrossRef Huang PY, Ni YS, Yu CM (2012) The microstructure of the price-volume relationship of the constituent stocks of the Taiwan 50 index. Emerg Mark Financ Trade 48(Supplement 2):153–168CrossRef
Zurück zum Zitat Ibikunle G (2015) Opening and closing price efficiency: do financial markets need the call auction? J Int Financ Mark Inst Money 38:208–227CrossRef Ibikunle G (2015) Opening and closing price efficiency: do financial markets need the call auction? J Int Financ Mark Inst Money 38:208–227CrossRef
Zurück zum Zitat Jain PC, Joh GH (1988) The dependence between hourly prices and trading volume. J Financ Quant Anal 23(3):269–283CrossRef Jain PC, Joh GH (1988) The dependence between hourly prices and trading volume. J Financ Quant Anal 23(3):269–283CrossRef
Zurück zum Zitat Jarque CM, Bera AK (1987) A test for normality of observations and regression residuals. Int Stat Rev 55:163–172CrossRef Jarque CM, Bera AK (1987) A test for normality of observations and regression residuals. Int Stat Rev 55:163–172CrossRef
Zurück zum Zitat Kalev PS, Pham LT (2009) Intraweek and intraday trade patterns and dynamics. Pac Basin Financ J 17:547–564CrossRef Kalev PS, Pham LT (2009) Intraweek and intraday trade patterns and dynamics. Pac Basin Financ J 17:547–564CrossRef
Zurück zum Zitat Kleidon AW, Werner IM (1995) Effects of geography and stock-market structure: a comparison of cross-listed securities. Stanford Graduate School of Business Research Paper No. 1348 Kleidon AW, Werner IM (1995) Effects of geography and stock-market structure: a comparison of cross-listed securities. Stanford Graduate School of Business Research Paper No. 1348
Zurück zum Zitat Köksal B (2012) An analysis of intraday patterns and liquidity on the Istanbul Stock Exchange. Central Bank of the Republic of Turkey. Working Paper No. 12/26 Köksal B (2012) An analysis of intraday patterns and liquidity on the Istanbul Stock Exchange. Central Bank of the Republic of Turkey. Working Paper No. 12/26
Zurück zum Zitat Lee CMC, Mucklow B, Ready MJ (1993) Spreads, depths and the impact of earnings information: an intraday analysis. Rev Financ Stud 6:345–374CrossRef Lee CMC, Mucklow B, Ready MJ (1993) Spreads, depths and the impact of earnings information: an intraday analysis. Rev Financ Stud 6:345–374CrossRef
Zurück zum Zitat Levin EJ, Wright RE (1999) Why does the bid-ask spread vary over the day? Appl Econ Lett 6(9):563–567CrossRef Levin EJ, Wright RE (1999) Why does the bid-ask spread vary over the day? Appl Econ Lett 6(9):563–567CrossRef
Zurück zum Zitat Louhichi W (2011) What drives the volume-volatility relationship on Euronext Paris? Int Rev Financ Anal 20:200–206CrossRef Louhichi W (2011) What drives the volume-volatility relationship on Euronext Paris? Int Rev Financ Anal 20:200–206CrossRef
Zurück zum Zitat Madhavan A (1992) Trading mechanisms in securities markets. J Financ 47(2):607–641CrossRef Madhavan A (1992) Trading mechanisms in securities markets. J Financ 47(2):607–641CrossRef
Zurück zum Zitat McInish TH, Wood RA (1991) Hourly returns, volume, trade size, and number of trades. J Financ Res 14(4):303–315CrossRef McInish TH, Wood RA (1991) Hourly returns, volume, trade size, and number of trades. J Financ Res 14(4):303–315CrossRef
Zurück zum Zitat McInish TH, Wood RA (1992) An analysis of intraday patterns in bid-ask spreads for NYSE stocks. J Financ 47(2):753–764CrossRef McInish TH, Wood RA (1992) An analysis of intraday patterns in bid-ask spreads for NYSE stocks. J Financ 47(2):753–764CrossRef
Zurück zum Zitat Mclnish TH, Wood RA (1990) An analysis of transactions data for the Toronto Stock Exchange: return patterns and end-of-the-day effects. J Bank Financ 14:441–458 Mclnish TH, Wood RA (1990) An analysis of transactions data for the Toronto Stock Exchange: return patterns and end-of-the-day effects. J Bank Financ 14:441–458
Zurück zum Zitat Ohta W (2006) An analysis of intraday patterns in price clustering on the Tokyo Stock Exchange. J Bank Financ 30:1023–1039CrossRef Ohta W (2006) An analysis of intraday patterns in price clustering on the Tokyo Stock Exchange. J Bank Financ 30:1023–1039CrossRef
Zurück zum Zitat Panas E (2005) Generalized beta distributions for describing and analyzing intraday stock market data: testing the U-shape pattern. Appl Econ 37:191–199CrossRef Panas E (2005) Generalized beta distributions for describing and analyzing intraday stock market data: testing the U-shape pattern. Appl Econ 37:191–199CrossRef
Zurück zum Zitat Ryu D (2011) Intraday price formation and bid-ask spread components: a new approach using a cross-market model. J Futur Mark 31(12):1142–1169CrossRef Ryu D (2011) Intraday price formation and bid-ask spread components: a new approach using a cross-market model. J Futur Mark 31(12):1142–1169CrossRef
Zurück zum Zitat Smirlock M, Starks L (1986) Day-of-the-week and intraday effects in stock returns. J Financ Econ 17(1):197–210CrossRef Smirlock M, Starks L (1986) Day-of-the-week and intraday effects in stock returns. J Financ Econ 17(1):197–210CrossRef
Zurück zum Zitat Tilak G, Széll T, Chicheportiche R, Chakraborti A (2013) Study of statistical correlations in intraday and daily financial return time series. In: Abergel F et al (eds) Econophysics of systemic risk and network dynamics, New economic windows. Springer, New York, pp 77–104. ch. 6CrossRef Tilak G, Széll T, Chicheportiche R, Chakraborti A (2013) Study of statistical correlations in intraday and daily financial return time series. In: Abergel F et al (eds) Econophysics of systemic risk and network dynamics, New economic windows. Springer, New York, pp 77–104. ch. 6CrossRef
Zurück zum Zitat Viljoen T, Westerholm PJ, Zheng H (2014) Algorithmic trading, liquidity and price discovery: an intraday analysis of the SPI 200 futures. Financ Rev 49:245–270CrossRef Viljoen T, Westerholm PJ, Zheng H (2014) Algorithmic trading, liquidity and price discovery: an intraday analysis of the SPI 200 futures. Financ Rev 49:245–270CrossRef
Zurück zum Zitat Wood RA, McInish TH, Ord JK (1985) An investigation of transactions data for NYSE stocks. J Financ 40:723–739CrossRef Wood RA, McInish TH, Ord JK (1985) An investigation of transactions data for NYSE stocks. J Financ 40:723–739CrossRef
Metadaten
Titel
Intraday Trading Patterns on the Warsaw Stock Exchange
verfasst von
Paweł Miłobędzki
Sabina Nowak
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-76228-9_6