Modelling of Daily Price Volatility of South Africa Property Stock Market Using GARCH Analysis
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Peter A. Abken & Saikat Nandi, 1996. "Options and volatility," Economic Review, Federal Reserve Bank of Atlanta, vol. 81(Dec), pages 21-35.
- Shehu Usman Rano Aliyu, 2012.
"Does inflation have an impact on stock returns and volatility? Evidence from Nigeria and Ghana,"
Applied Financial Economics, Taylor & Francis Journals, vol. 22(6), pages 427-435, March.
- Shehu Usman Rano, Aliyu, 2010. "Does inflation has an Impact on Stock Returns and Volatility? Evidence from Nigeria and Ghana," MPRA Paper 30091, University Library of Munich, Germany, revised 19 Mar 2011.
- Richard Chung & Scott Fung & James D. Shilling & Tammie X. Simmons–Mosley, 2016. "REIT Stock Market Volatility and Expected Returns," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 44(4), pages 968-995, October.
- Robert F. Engle & Jose Gonzalo Rangel, 2008. "The Spline-GARCH Model for Low-Frequency Volatility and Its Global Macroeconomic Causes," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1187-1222, May.
- Hanousek, Jan & Kocenda, Evzen & Kutan, Ali M., 2009.
"The reaction of asset prices to macroeconomic announcements in new EU markets: Evidence from intraday data,"
Journal of Financial Stability, Elsevier, vol. 5(2), pages 199-219, June.
- Jan Hanousek & Evzen Kocenda & Ali M. Kutan, 2008. "The Reaction of Asset Prices to Macroeconomic Announcements in New EU Markets: Evidence from Intraday Data," CERGE-EI Working Papers wp349, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
- Bera, Anil K & Higgins, Matthew L, 1993. "ARCH Models: Properties, Estimation and Testing," Journal of Economic Surveys, Wiley Blackwell, vol. 7(4), pages 305-366, December.
- Tianyi Wang & Zhuo Huang, 2012. "The Relationship between Volatility and Trading Volume in the Chinese Stock Market: A Volatility Decomposition Perspective," Annals of Economics and Finance, Society for AEF, vol. 13(1), pages 211-236, May.
- Abbas, Qaisar & Khan, Sabeen & Shah, Syed Zulfiqar Ali, 2013. "Volatility transmission in regional Asian stock markets," Emerging Markets Review, Elsevier, vol. 16(C), pages 66-77.
- Haritha P H & Abdul Rishad, 2020. "An empirical examination of investor sentiment and stock market volatility: evidence from India," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 6(1), pages 1-15, December.
- Omokolade Akinsomi & Katlego Kola & Thembelihle Ndlovu & Millicent Motloung, 2016. "The performance of the Broad Based Black Economic Empowerment compliant listed property firms in South Africa," Journal of Property Investment & Finance, Emerald Group Publishing Limited, vol. 34(1), pages 3-26, February.
- Abel Olaleye & Benjamin Ekemode, 2014. "Integration between real estate equity and non-real estate equity," Journal of Property Investment & Finance, Emerald Group Publishing Limited, vol. 32(3), pages 244-255, April.
- G. Ogum & F. Beer & G. Nouyrigat, 2005. "Emerging Equity market Volatility: An empirical Investigation of Emergent market: Kenya Nigeria," Post-Print halshs-00103119, HAL.
- Gamba-Santamaria, Santiago & Gomez-Gonzalez, Jose Eduardo & Hurtado-Guarin, Jorge Luis & Melo-Velandia, Luis Fernando, 2017.
"Stock market volatility spillovers: Evidence for Latin America,"
Finance Research Letters, Elsevier, vol. 20(C), pages 207-216.
- Santiago Gamba-Santamaria & Jose Eduardo Gomez-Gonzalez & Luis Fernando Melo-Velandia & Jorge Luis Hurtado-Guarin, 2016. "Stock Market Volatility Spillovers: Evidence for Latin America," Borradores de Economia 943, Banco de la Republica de Colombia.
- Manabu Asai & Angelo Unite, 2008. "The relationship between stock return volatility and trading volume: the case of the Philippines," Applied Financial Economics, Taylor & Francis Journals, vol. 18(16), pages 1333-1341.
- Bollerslev, Tim & Ole Mikkelsen, Hans, 1996.
"Modeling and pricing long memory in stock market volatility,"
Journal of Econometrics, Elsevier, vol. 73(1), pages 151-184, July.
- Tom Doan, "undated". "RATS program to replicate Bollerslev-Mikkelson(1996) FIEGARCH models," Statistical Software Components RTZ00173, Boston College Department of Economics.
- David Higgins & Boon Ng, 2009. "Australian securitised property funds: an examination of their risk‐adjusted performance," Journal of Property Investment & Finance, Emerald Group Publishing Limited, vol. 27(4), pages 404-412, July.
- Yanan Li & David E. Giles, 2015.
"Modelling Volatility Spillover Effects Between Developed Stock Markets and Asian Emerging Stock Markets,"
International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 20(2), pages 155-177, March.
- David E. Giles & Yanan Li, 2013. "Modelling Volatility Spillover Effects Between Developed Stock Markets and Asian Emerging Stock Markets," Econometrics Working Papers 1301, Department of Economics, University of Victoria.
- Shiller, Robert J, 1990. "Market Volatility and Investor Behavior," American Economic Review, American Economic Association, vol. 80(2), pages 58-62, May.
- Ntim, Collins G, 2012. "Why African Stock Markets Should Formally Harmonise and Integrate their Operations," MPRA Paper 45806, University Library of Munich, Germany.
- Emenike Kalu O. & Odili Okwuchukwu, 2014. "Stock Market Return Volatility and Macroeconomic Variables in Nigeria," International Journal of Empirical Finance, Research Academy of Social Sciences, vol. 2(2), pages 75-82.
- Gospodinov, Nikolay & Jamali, Ibrahim, 2015.
"The response of stock market volatility to futures-based measures of monetary policy shocks,"
International Review of Economics & Finance, Elsevier, vol. 37(C), pages 42-54.
- Nikolay Gospodinov & Ibrahim Jamali, 2014. "The Response of Stock Market Volatility to Futures-Based Measures of Monetary Policy Shocks," FRB Atlanta Working Paper 2014-14, Federal Reserve Bank of Atlanta.
- William Coffie, 2015. "Measuring volatility persistence and risk in Southern and East African stock markets," International Journal of Economics and Business Research, Inderscience Enterprises Ltd, vol. 9(1), pages 23-36.
- A. M. M. Shahiduzzaman Quoreshi & Reaz Uddin & Viroj Jienwatcharamongkhol, 2019. "Equity Market Contagion in Return Volatility during Euro Zone and Global Financial Crises: Evidence from FIMACH Model," JRFM, MDPI, vol. 12(2), pages 1-18, June.
- Sanjay Sehgal & Vidisha Garg & Florent Deisting, 2012. "Relationship between cross sectional volatility and stock returns: Evidence From India," Post-Print hal-01881918, HAL.
- Dimitrios Asteriou & Kyriaki Begiazi, 2013. "Modeling of daily REIT returns and volatility," Journal of Property Investment & Finance, Emerald Group Publishing Limited, vol. 31(6), pages 589-601, September.
- Armand Joulin & Augustin Lefevre & Daniel Grunberg & Jean-Philippe Bouchaud, 2008. "Stock price jumps: news and volume play a minor role," Papers 0803.1769, arXiv.org.
- Sanjay Sehgal & Vidisha Garg, 2016. "Cross-sectional Volatility and Stock Returns: Evidence for Emerging Markets," Vikalpa: The Journal for Decision Makers, , vol. 41(3), pages 234-246, September.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Mehmet Sahiner, 2022. "Forecasting volatility in Asian financial markets: evidence from recursive and rolling window methods," SN Business & Economics, Springer, vol. 2(10), pages 1-74, October.
- Iwanicz-Drozdowska, Małgorzata & Rogowicz, Karol & Kurowski, Łukasz & Smaga, Paweł, 2021. "Two decades of contagion effect on stock markets: Which events are more contagious?," Journal of Financial Stability, Elsevier, vol. 55(C).
- Shi, Yanlin & Ho, Kin-Yip, 2015. "Modeling high-frequency volatility with three-state FIGARCH models," Economic Modelling, Elsevier, vol. 51(C), pages 473-483.
- Tsuji, Chikashi, 2020. "Correlation and spillover effects between the US and international banking sectors: New evidence and implications for risk management," International Review of Financial Analysis, Elsevier, vol. 70(C).
- Christensen, Bent Jesper & Nielsen, Morten Ørregaard & Zhu, Jie, 2010.
"Long memory in stock market volatility and the volatility-in-mean effect: The FIEGARCH-M Model,"
Journal of Empirical Finance, Elsevier, vol. 17(3), pages 460-470, June.
- Bent Jesper Christensen & Morten Ørregaard Nielsen & Jie Zhu, 2007. "Long Memory in Stock Market Volatility and the Volatility-in-Mean Effect: The FIEGARCH-M Model," CREATES Research Papers 2007-10, Department of Economics and Business Economics, Aarhus University.
- Bent Jesper Christensen & Jie Zhu & Morten Ø. Nielsen, 2009. "Long Memory In Stock Market Volatility And The Volatility-in-mean Effect: The Fiegarch-m Model," Working Paper 1207, Economics Department, Queen's University.
- McMillan, David G. & Speight, Alan E. H., 2001. "Non-ferrous metals price volatility: a component analysis," Resources Policy, Elsevier, vol. 27(3), pages 199-207, September.
- Bollerslev, Tim & Ghysels, Eric, 1996.
"Periodic Autoregressive Conditional Heteroscedasticity,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 14(2), pages 139-151, April.
- Bollerslev, T. & Ghysels, E., 1994. "Periodic Autoregressive Conditional Heteroskedasticity," Cahiers de recherche 9408, Centre interuniversitaire de recherche en économie quantitative, CIREQ.
- Bollerslev, T. & Ghysels, E., 1994. "Periodic Autoregressive Conditional Heteroskedasticity," Cahiers de recherche 9408, Universite de Montreal, Departement de sciences economiques.
- Gilles de Truchis & Benjamin Keddad, 2013.
"Analyzing Financial Integration in East Asia through Fractional Cointegration in Volatilities,"
AMSE Working Papers
1346, Aix-Marseille School of Economics, France, revised Sep 2013.
- Gilles de Truchis & Benjamin Keddad, 2014. "Analyzing Financial Integration in East Asia through Fractional Cointegration in Volatilities," Working Papers 2014-382, Department of Research, Ipag Business School.
- Gilles de Truchis & Benjamin Keddad, 2013. "Analyzing Financial Integration in East Asia through Fractional Cointegration in Volatilities," Working Papers halshs-00862256, HAL.
- Amélie Charles & Olivier Darné, 2019.
"The accuracy of asymmetric GARCH model estimation,"
International Economics, CEPII research center, issue 157, pages 179-202.
- Charles, Amélie & Darné, Olivier, 2019. "The accuracy of asymmetric GARCH model estimation," International Economics, Elsevier, vol. 157(C), pages 179-202.
- Fahad Waqas Mir & Nousheen Tariq Bhutta, 2024. "Impact of return and volatility spillover from banking industry to other industries: An evidence from Pakistan," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(2), pages 1680-1695, April.
- Shi, Yanlin & Ho, Kin-Yip, 2015. "Long memory and regime switching: A simulation study on the Markov regime-switching ARFIMA model," Journal of Banking & Finance, Elsevier, vol. 61(S2), pages 189-204.
- Loredana Ureche-Rangau & Quiterie de Rorthays, 2009. "More on the volatility-trading volume relationship in emerging markets: The Chinese stock market," Journal of Applied Statistics, Taylor & Francis Journals, vol. 36(7), pages 779-799.
- BAUWENS, Luc & HAFNER, Christian & LAURENT, Sébastien, 2011.
"Volatility models,"
LIDAM Discussion Papers CORE
2011058, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Bauwens, L. & Hafner C. & Laurent, S., 2011. "Volatility Models," LIDAM Discussion Papers ISBA 2011044, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Bauwens, L. & Hafner, C. & Laurent, S., 2012. "Volatility Models," LIDAM Reprints ISBA 2012028, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
- Lidija Dedi & Burhan F. Yavas, 2016. "Return and volatility spillovers in equity markets: An investigation using various GARCH methodologies," Cogent Economics & Finance, Taylor & Francis Journals, vol. 4(1), pages 1266788-126, December.
- Hanousek, Jan & Novotný, Jan, 2012.
"Price jumps in Visegrad-country stock markets: An empirical analysis,"
Emerging Markets Review, Elsevier, vol. 13(2), pages 184-201.
- Jan Novotny, 2010. "Price Jumps in Visegrad Country Stock Markets: An Empirical Analysis," CERGE-EI Working Papers wp412, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
- B. De Backer, 2018. "Does financial market volatility influence the real economy?," Economic Review, National Bank of Belgium, issue iv, pages 107-124, december.
- Hanousek Jan & Kočenda Evžen & Novotný Jan, 2012.
"The identification of price jumps,"
Monte Carlo Methods and Applications, De Gruyter, vol. 18(1), pages 53-77, January.
- Jan Hanousek & Evzen Kocenda & Jan Novotny, 2011. "The Identification of Price Jumps," CERGE-EI Working Papers wp434, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
- Harvey,Andrew C., 2013.
"Dynamic Models for Volatility and Heavy Tails,"
Cambridge Books,
Cambridge University Press, number 9781107034723, January.
- Harvey,Andrew C., 2013. "Dynamic Models for Volatility and Heavy Tails," Cambridge Books, Cambridge University Press, number 9781107630024, January.
- Moussa Wajdi & Mgadmi Nidhal & Regaïeg Rym, 2018. "On the Co-movements between Exchange Rate and Stock Price from Japan: A Multivariate FIGARCH-DCC Approach," Journal of Statistical and Econometric Methods, SCIENPRESS Ltd, vol. 7(4), pages 1-4.
- David McMillan & Alan Speight, 2006. "Heterogeneous information flows and intra-day volatility dynamics: evidence from the UK FTSE-100 stock index futures market," Applied Financial Economics, Taylor & Francis Journals, vol. 16(13), pages 959-972.
More about this item
Keywords
GARCH; Model; Property stock; Stock market; Volatility;All these keywords.
JEL classification:
- R3 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ETS-2022-01-31 (Econometric Time Series)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:afr:wpaper:2021-013. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Architexturez Imprints (email available below). General contact details of provider: https://edirc.repec.org/data/afresea.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.