Impact of the 2014 to 2016 economic crisis on the beta coefficient of the Brazilian stock market
DOI:
https://doi.org/10.18593/race.23798Keywords:
Market beta, Crisis, B3, Conditional CAPM, Kalman filterAbstract
Empirical studies have found evidence that the market risk, or market beta, tends to increase in crisis periods. Given the Brazilian economic crisis from 2014 to 2016, this paper investigates whether this crisis had a significant impact on the market risk of the Brazilian firms with stocks negotiated at the Brazilian stock market, Brasil, Bolsa, Balcão (B3). For this, we estimated the trajectory of the beta of a portfolio of stocks traded on B3 for the period from February 2010 to December 2018, considering a conditional CAPM with the dynamics of beta given by a stochastic process combined with conditioning variables related to the economic cycle. We found evidence that the portfolio beta had an increase by January 2015, and only returned to values of the pre-crisis period by March 2018. This evidence is aligned with results found in the international literature and has important implications in terms of risk management.
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Adrian, T., & Franzoni, F. (2009). Learning about beta: Time-varying factor loadings, expected returns, and the conditional CAPM. Journal of Empirical Finance, 16(4), 537-556.
Alexandridis, A. K., & Hasan, M. S. (2019). Global financial crisis and multiscale systematic risk: Evidence from selected European stock markets. International Journal of Finance & Economics, 1-29. doi:10.1002/ijfe.1764
Asgharian, H., Christiansen, C., & Hou, A. J. (2017). Long-run and short-run components of factor betas: Implications for equity pricing. Sardenha, Itália: World Finance Program Meeting.
Avramov, D., & Chordia, T. (2006). Asset Pricing Models and Financial Market Anomalies. The Review of Financial Studies, 19(3), 1001-1040.
Barbosa, F. H. (2015). Crises econômicas e política de 2015: Origens e consequências. Revista de Conjuntura Econômica, 69(9), 53.
Barbosa, F. H., Filho. (2017). A crise econômica de 2014/2017. Estudos Avançados, 31(89), 51-60.
Black, F., Jensen, M., & Scholes, M. (1972). The capital asset pricing model: Some empirical tests. In M. Jensen (Ed.), Studies in the theory of capital markets. New York: Praeger.
Blank, F. F., Samanez, C. P., Baidya, T. K. N., & Aiube, F. A. L. (2014). CAPM Condicional: Betas Variantes no Tempo no Mercado Brasileiro. Brazilian Review of Finance, 12(2) 163-199.
Blume, M., & Friend, I. (1973). A new look at capital asset pricing model. Journal of Finance, 28(1), 19-33.
Bollerslev, T., Engle, R. F., & Wooldridge, J. M. (1988). A Capital Asset Pricing Model with Time-Varying Covariances. Journal of Political Economy, 96(1), 116-131.
Bortoluzzo, A. B., Venezuela, M. K., Bortoluzzo, M. M., & Nakamura, W. T. (2016). Influência da crise financeira de 2008 na previsibilidade dos modelos de apreçamento de ativos de risco no Brasil. Revista Contabilidade & Finanças, 27(72), 408-420.
Chen, C., & So, R. (2002). Exchange rate variability and the riskiness of US multinational firms: evidence from the Asian financial turmoil. Journal of Multinational Financial Management, 12, 411-428.
Choudhry, T., Lu, L., & Peng, K. (2010). Time-varying beta and the Asian financial crisis: Evidence from the Asian industrial sectors. Japan and the World Economy, 22, 228-234.
Choudhry, T. (2005). Time-varying beta and the Asian financial crisis: Evidence from Malaysian and Taiwanese firms. Pacific-Basin Finance Journal, 3, 93-118.
Durbin, J., & Koopman, S. J. (2001). Time Series Analysis by State Space Methods. Oxford: Oxford University Press.
Economatica. (2019). Recuperado de https://economatica.com
Estrella, A., & Hardouvelis, G. (1991). The term structure as a predictor of real economic activity. Journal of Finance, 46(2), 555-576.
Fabozzi, F., & Francis, J. (1978). Beta as a random coefficient. Journal of Financial and Quantitative Analysis, 13, 101-116.
Faff, R. W., Hillier, D., & Hillier, J. (2000). Time Varying Beta Risk: An Analysis of Alternative Modelling Techniques. Journal of Business Finance & Accounting, 27(5-6), 523-554.
Fama, E. F., & French, K. R. (2004). The Capital Asset Pricing Model: Theory and Evidence. Journal of Economic Perspectives, 18(3), 25-46.
Fama, E. F., & French, K. R. (1992). The Cross-Section of Expected Stock Returns. The Journal of Finance, 47(2), 427-465.
Fama, E. F., & MacBeth, D. (1973). Risk, return and equilibrium: Empirical test. Journal of Political Economy, 3(81), 607-636.
Ferson, W. E., & Harvey, C. R. (1999). Conditioning Variables and the Cross Section of Stock Returns. The Journal of Finance, 54(4), 1325-1360.
Hansen, L. P., & Jagannathan, R. (1994). Assessing specification errors in stochastic discount factor models. Technical working paper, 153.
Harvey, C. (1989). Time-varying conditional covariances in tests of asset pricing models. Journal of Financial Economics, 24(2), 289-317.
Ipeadata. (2019). Macroeconômico Regional Social. Recuperado de http://ipeadata.gov.br
Jagannathan, R., & Wang, Z. E. (1996). The Conditional CAPM and the Cross-Section of Expected Returns. The Journal of Finance, 51(1), 3-53.
King, M. R. (2009). The cost of equity for global banks: A CAPM perspective from 1990 to 2009. BIS Quarterly Review, 59-73.
Lettau, M., & Ludvigson, S. (2001). Resurrecting the (C)CAPM: A cross-sectional test when risk premia are time-varying. Journal of Political Economy, 109(6), 1238-1287.
Lintner, J. (1965). The valuation of risk assets and the selection of risky investments in stock portfolios and capital budgets. Review of Economics and Statistics, 47(1), 13-37.
Maroney, N., Naka, A., & Wansi, T. (2004). Changing risk, return and leverage: The 1997 Asian financial crisis. Journal of Financial and Quantitative Analysis, 39(1), 143-166.
Mergner, S., & Bulla, J. (2008). Time-varying beta risk of Pan-European industry portfolios: A comparison of alternative modeling techniques. The European Journal of Finance, 14(8), 771-802.
Mossin, J. (1966). Equilibrium in a Capital Asset Market. Econometrica: Journal of the Econometric Society, 34(4), 768-783.
Rahman, A. A. (2010). Three-factor capm risk exposures: Some evidence from Malaysian commercial banks. Asian Academy of Management Journal of Accounting and Finance, 6(1), 47-67.
Ribeiro, F., Barbosa, J. S., Fonseca, M. W., & Frega, J. R. (2014). Impactos da crise financeira de 2008: Um estudo sobre as variações do coeficiente beta no mercado de capitais brasileiro. Revista Capital Científico, 12(1), 27-41.
Ross, S. A., Westerfield, R. W., Jordan, B. D., & Lamb, R. (2013). Fundamentos de administração financeira. (9ª ed.). Porto Alegre: AMGH.
Sharpe, W. F. (1964). Capital asset prices: A theory of market equilibrium under conditions of risk. Journal of Finance, 19(3), 425- 442.
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