IDEAS home Printed from https://ideas.repec.org/a/kap/rqfnac/v54y2020i4d10.1007_s11156-020-00883-z.html
   My bibliography  Save this article

Financial econometrics, mathematics, statistics, and financial technology: an overall view

Author

Listed:
  • Cheng Few Lee

    (Rutgers University)

Abstract

Based upon my experience in research, teaching, writing textbooks, and editing handbooks and journals, this review paper discusses how financial econometrics, mathematics, statistics, and financial technology can be used in research and teaching for students majoring in quantitative finance. A major portion of this paper discusses essential content of Lee and Lee (Handbook of financial econometrics, mathematics, statistics, and machine learning, World Scientific, Singapore, 2020). Then Lee (From east to west: memoirs of a finance professor on academia, practice, and policy, World Scientific, Singapore, 2017), Lee et al. (Financial econometrics, mathematics and statistics, Springer, New York, 2019a; Machine learning for predicting default of credit card holders and success of kickstarters. Working paper, 2019b), and Lee and Lee (Handbook of financial econometrics and statistics, Springer, New York, 2015) are used to enhance the content of this paper. In addition, important and relevant papers, which have been published in different journals are also used to support the issues discussed in this paper. I have found the applications of financial econometrics, mathematics, statistics, and technology have improved drastically over the last five decades. Therefore, both practitioners and academicians need to update their skills in this area to compete in both financial market and academic research.

Suggested Citation

  • Cheng Few Lee, 2020. "Financial econometrics, mathematics, statistics, and financial technology: an overall view," Review of Quantitative Finance and Accounting, Springer, vol. 54(4), pages 1529-1578, May.
    • Handle: RePEc:kap:rqfnac:v:54:y:2020:i:4:d:10.1007_s11156-020-00883-z
    DOI: 10.1007/s11156-020-00883-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11156-020-00883-z
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1007/s11156-020-00883-z?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Lee, Cheng F. & Wu, Chunchi & Wei, K. C. John, 1990. "The Heterogeneous Investment Horizon and the Capital Asset Pricing Model: Theory and Implications," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 25(3), pages 361-376, September.
    2. Sealey, C W, Jr, 1979. "Credit Rationing in the Commercial Loan Market: Estimates of a Structural Model under Conditions of Disequilibrium," Journal of Finance, American Finance Association, vol. 34(3), pages 689-702, June.
    3. Jow-Ran Chang & Mao-Wei Hung & Cheng Few Lee & Hsin-Min Lu, 2020. "The Jump Behavior of a Foreign Exchange Market: Analysis of the Thai Baht," World Scientific Book Chapters, in: Cheng Few Lee & John C Lee (ed.), HANDBOOK OF FINANCIAL ECONOMETRICS, MATHEMATICS, STATISTICS, AND MACHINE LEARNING, chapter 52, pages 1943-1968, World Scientific Publishing Co. Pte. Ltd..
    4. Ohad Kadan & Xiaoxiao Tang, 2020. "A Bound on Expected Stock Returns," Review of Finance, European Finance Association, vol. 33(4), pages 1565-1617.
    5. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    6. Lee, Cheng F. & Wu, Chunchi & Djarraya, Mohamed, 1987. "A further empirical investigation of the dividend adjustment process," Journal of Econometrics, Elsevier, vol. 35(2-3), pages 267-285, July.
    7. Alex Chinco & Adam D. Clark‐Joseph & Mao Ye, 2019. "Sparse Signals in the Cross‐Section of Returns," Journal of Finance, American Finance Association, vol. 74(1), pages 449-492, February.
    8. Hansen, Bruce E, 1996. "Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis," Econometrica, Econometric Society, vol. 64(2), pages 413-430, March.
    9. Chang, Chingfu & Lee, Alice C. & Lee, Cheng F., 2009. "Determinants of capital structure choice: A structural equation modeling approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 49(2), pages 197-213, May.
    10. repec:bla:jfinan:v:43:y:1988:i:1:p:1-19 is not listed on IDEAS
    11. Chang, Hui-shyong & Lee, Cheng F., 1977. "Using Pooled Time-Series and Cross-Section Data to Test the Firm and Time Effects in Financial Analyses," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 12(3), pages 457-471, September.
    12. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    13. Ang, Andrew & Piazzesi, Monika, 2003. "A no-arbitrage vector autoregression of term structure dynamics with macroeconomic and latent variables," Journal of Monetary Economics, Elsevier, vol. 50(4), pages 745-787, May.
    14. Nasekin, Sergey & Chen, Cathy Yi-Hsuan, 2018. "Deep learning-based cryptocurrency sentiment construction," IRTG 1792 Discussion Papers 2018-066, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
    15. Zeileis, Achim & Leisch, Friedrich & Hornik, Kurt & Kleiber, Christian, 2002. "strucchange: An R Package for Testing for Structural Change in Linear Regression Models," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 7(i02).
    16. Verbraken, Thomas & Bravo, Cristián & Weber, Richard & Baesens, Bart, 2014. "Development and application of consumer credit scoring models using profit-based classification measures," European Journal of Operational Research, Elsevier, vol. 238(2), pages 505-513.
    17. Hansen, Bruce E, 1997. "Approximate Asymptotic P Values for Structural-Change Tests," Journal of Business & Economic Statistics, American Statistical Association, vol. 15(1), pages 60-67, January.
    18. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    19. Ian Martin, 2017. "What is the Expected Return on the Market?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(1), pages 367-433.
    20. R. David Mclean & Jeffrey Pontiff, 2016. "Does Academic Research Destroy Stock Return Predictability?," Journal of Finance, American Finance Association, vol. 71(1), pages 5-32, February.
    21. repec:bla:jfinan:v:44:y:1989:i:1:p:211-19 is not listed on IDEAS
    22. Ait-Sahalia, Yacine & Lo, Andrew W., 2000. "Nonparametric risk management and implied risk aversion," Journal of Econometrics, Elsevier, vol. 94(1-2), pages 9-51.
    23. Ravi Kumar, P. & Ravi, V., 2007. "Bankruptcy prediction in banks and firms via statistical and intelligent techniques - A review," European Journal of Operational Research, Elsevier, vol. 180(1), pages 1-28, July.
    24. Lee, Cheng F., 1976. "A Note on the Interdependent Structure of Security Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 11(1), pages 73-86, March.
    25. Donald Lien & Keshab Shrestha, 2007. "An empirical analysis of the relationship between hedge ratio and hedging horizon using wavelet analysis," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 27(2), pages 127-150, February.
    26. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(2), pages 238-249, April.
    27. Tim Bollerslev & Jeffrey M. Wooldridge, 1988. "Quasi-Maximum Likelihood Estimation of Dynamic Models with Time-Varying Covariances," Working papers 505, Massachusetts Institute of Technology (MIT), Department of Economics.
    28. Jacquier, Eric & Polson, Nicholas G & Rossi, Peter E, 2002. "Bayesian Analysis of Stochastic Volatility Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 69-87, January.
    29. Hutchinson, James M & Lo, Andrew W & Poggio, Tomaso, 1994. "A Nonparametric Approach to Pricing and Hedging Derivative Securities via Learning Networks," Journal of Finance, American Finance Association, vol. 49(3), pages 851-889, July.
    30. Thompson, Samuel B., 2011. "Simple formulas for standard errors that cluster by both firm and time," Journal of Financial Economics, Elsevier, vol. 99(1), pages 1-10, January.
    31. Jacquier, Eric & Polson, Nicholas G & Rossi, Peter E, 1994. "Bayesian Analysis of Stochastic Volatility Models: Comments: Reply," Journal of Business & Economic Statistics, American Statistical Association, vol. 12(4), pages 413-417, October.
    32. Frankel, Jeffrey & Saravelos, George, 2012. "Can leading indicators assess country vulnerability? Evidence from the 2008–09 global financial crisis," Journal of International Economics, Elsevier, vol. 87(2), pages 216-231.
    33. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    34. Frecka, Tj & Lee, Cf, 1983. "Generalized Financial Ratio Adjustment Processes And Their Implications," Journal of Accounting Research, Wiley Blackwell, vol. 21(1), pages 308-316.
    35. Cheng Few Lee & Manak C. Gupta & Hong-Yi Chen & Alice C. Lee, 2020. "Optimal Payout Ratio Under Uncertainty and the Flexibility Hypothesis: Theory and Empirical Evidence," World Scientific Book Chapters, in: Cheng Few Lee & John C Lee (ed.), HANDBOOK OF FINANCIAL ECONOMETRICS, MATHEMATICS, STATISTICS, AND MACHINE LEARNING, chapter 96, pages 3367-3412, World Scientific Publishing Co. Pte. Ltd..
    36. Kim, Dongcheol, 1995. "The Errors in the Variables Problem in the Cross-Section of Expected Stock Returns," Journal of Finance, American Finance Association, vol. 50(5), pages 1605-1634, December.
    37. Perron, Pierre, 1997. "Further evidence on breaking trend functions in macroeconomic variables," Journal of Econometrics, Elsevier, vol. 80(2), pages 355-385, October.
    38. Barth, James R. & Caprio, Gerard Jr. & Levine, Ross, 2004. "Bank regulation and supervision: what works best?," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 205-248, April.
    39. Lee, Cheng F, et al, 1986. "On Accounting-based, Market-based and Composite-based Beta Predictions: Methods and Implications," The Financial Review, Eastern Finance Association, vol. 21(1), pages 51-68, February.
    40. Bakshi, Gurdip & Cao, Charles & Chen, Zhiwu, 1997. "Empirical Performance of Alternative Option Pricing Models," Journal of Finance, American Finance Association, vol. 52(5), pages 2003-2049, December.
    41. Ting Sun & Miklos A. Vasarhelyi, 2018. "Predicting credit card delinquencies: An application of deep neural networks," Intelligent Systems in Accounting, Finance and Management, John Wiley & Sons, Ltd., vol. 25(4), pages 174-189, October.
    42. Hwang, Ruey-Ching & Chung, Huimin & Chu, C.K., 2010. "Predicting issuer credit ratings using a semiparametric method," Journal of Empirical Finance, Elsevier, vol. 17(1), pages 120-137, January.
    43. Scott Joslin & Kenneth J. Singleton & Haoxiang Zhu, 2011. "A New Perspective on Gaussian Dynamic Term Structure Models," The Review of Financial Studies, Society for Financial Studies, vol. 24(3), pages 926-970.
    44. Nan-Ting Kuo & Cheng Few Lee, 2020. "A Potential Benefit of Increasing Book–Tax Conformity: Evidence from the Reduction in Audit Fees," World Scientific Book Chapters, in: Cheng Few Lee & John C Lee (ed.), HANDBOOK OF FINANCIAL ECONOMETRICS, MATHEMATICS, STATISTICS, AND MACHINE LEARNING, chapter 3, pages 151-197, World Scientific Publishing Co. Pte. Ltd..
    45. Spies, Richard R, 1974. "The Dynamics of Corporate Capital Budgeting," Journal of Finance, American Finance Association, vol. 29(3), pages 829-845, June.
    46. Cheng-Few Lee & John C. Lee (ed.), 2015. "Handbook of Financial Econometrics and Statistics," Springer Books, Springer, edition 127, number 978-1-4614-7750-1, February.
    47. Ohad Kadan & Xiaoxiao Tang, 2020. "A Bound on Expected Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 33(4), pages 1565-1617.
    48. Anthony Kozberg, 2004. "Using Path Analysis to Integrate Accounting and Non-Financial Information: The Case for Revenue Drivers of Internet Stocks," World Scientific Book Chapters, in: Cheng-Few Lee (ed.), Advances In Quantitative Analysis Of Finance And Accounting New Series, chapter 3, pages 33-63, World Scientific Publishing Co. Pte. Ltd..
    49. Martin, Christopher, 1990. "Corporate Borrowing and Credit Constraints: Structural Disequilibrium Estimates for the U.K," The Review of Economics and Statistics, MIT Press, vol. 72(1), pages 78-86, February.
    50. Robert C. Merton, 2005. "Theory of rational option pricing," World Scientific Book Chapters, in: Sudipto Bhattacharya & George M Constantinides (ed.), Theory Of Valuation, chapter 8, pages 229-288, World Scientific Publishing Co. Pte. Ltd..
    51. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    52. Campbell, John Y, 1993. "Intertemporal Asset Pricing without Consumption Data," American Economic Review, American Economic Association, vol. 83(3), pages 487-512, June.
    53. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    54. Huei-Wen Teng & Michael Lee, 2019. "Estimation Procedures of Using Five Alternative Machine Learning Methods for Predicting Credit Card Default," Review of Pacific Basin Financial Markets and Policies (RPBFMP), World Scientific Publishing Co. Pte. Ltd., vol. 22(03), pages 1-27, September.
    55. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    56. Gilmer, R H, Jr & Lee, Cheng F, 1986. "Empirical Tests of Granger's Propositions on the Dividend Effect Controversy," The Review of Economics and Statistics, MIT Press, vol. 68(2), pages 351-355, May.
    57. Lee, Cheng F, 1976. "Investment Horizon and the Functional Form of the Capital Asset Pricing Model," The Review of Economics and Statistics, MIT Press, vol. 58(3), pages 356-363, August.
    58. Cheng Few Lee & Fu-Lai Lin, 2020. "Impacts of Measurement Errors on Simultaneous Equation Estimation of Dividend and Investment Decisions," World Scientific Book Chapters, in: Cheng Few Lee & John C Lee (ed.), HANDBOOK OF FINANCIAL ECONOMETRICS, MATHEMATICS, STATISTICS, AND MACHINE LEARNING, chapter 116, pages 4001-4023, World Scientific Publishing Co. Pte. Ltd..
    59. Chin‐Wen Hsln & Jerry Kuo & Cheng‐Few Lee, 1994. "A new measure to compare the hedging effectiveness of foreign currency futures versus options," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 14(6), pages 685-707, September.
    60. Heston, Steven L, 1993. "A Closed-Form Solution for Options with Stochastic Volatility with Applications to Bond and Currency Options," The Review of Financial Studies, Society for Financial Studies, vol. 6(2), pages 327-343.
    61. Demyanyk, Yuliya & Hasan, Iftekhar, 2010. "Financial crises and bank failures: A review of prediction methods," Omega, Elsevier, vol. 38(5), pages 315-324, October.
    62. Lee, Cheng F, 1976. "Functional Form and the Dividend Effect in the Electric Utility Industry," Journal of Finance, American Finance Association, vol. 31(5), pages 1481-1486, December.
    63. Amemiya, Takeshi, 1974. "A Note on a Fair and Jaffee Model," Econometrica, Econometric Society, vol. 42(4), pages 759-762, July.
    64. Blume, Marshall E & Friend, Irwin, 1973. "A New Look at the Capital Asset Pricing Model," Journal of Finance, American Finance Association, vol. 28(1), pages 19-33, March.
    65. Donald Lien, 2010. "A note on the relationship between the variability of the hedge ratio and hedging performance," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 30(11), pages 1100-1104, November.
    66. Joslin, Scott & Le, Anh & Singleton, Kenneth J., 2013. "Why Gaussian macro-finance term structure models are (nearly) unconstrained factor-VARs," Journal of Financial Economics, Elsevier, vol. 109(3), pages 604-622.
    67. Thomas, Lyn C., 2000. "A survey of credit and behavioural scoring: forecasting financial risk of lending to consumers," International Journal of Forecasting, Elsevier, vol. 16(2), pages 149-172.
    68. Len, Angel & Vaello-Sebasti, Antoni, 2009. "American GARCH employee stock option valuation," Journal of Banking & Finance, Elsevier, vol. 33(6), pages 1129-1143, June.
    69. Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
    70. Lee, Cheng F & Wu, Chunchi, 1985. "The Impacts of Kurtosis on Risk Stationarity: Some Empirical Evidence," The Financial Review, Eastern Finance Association, vol. 20(4), pages 263-269, November.
    71. Sheng-Syan Chen & Kim Wai Ho & Cheng-Few Lee & Keshab Shrestha, 2004. "Nonlinear Models in Corporate Finance Research: Review, Critique, and Extensions," Review of Quantitative Finance and Accounting, Springer, vol. 22(2), pages 141-169, March.
    72. K. F. Cheng & C. K. Chu & Ruey-Ching Hwang, 2010. "Predicting bankruptcy using the discrete-time semiparametric hazard model," Quantitative Finance, Taylor & Francis Journals, vol. 10(9), pages 1055-1066.
    73. Rendleman, Richard J, Jr & Bartter, Brit J, 1979. "Two-State Option Pricing," Journal of Finance, American Finance Association, vol. 34(5), pages 1093-1110, December.
    74. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    75. Lie-Jane Kao & Cheng Few Lee, 2020. "Alternative Method for Determining Industrial Bond Ratings: Theory and Empirical Evidence," World Scientific Book Chapters, in: Cheng Few Lee & John C Lee (ed.), HANDBOOK OF FINANCIAL ECONOMETRICS, MATHEMATICS, STATISTICS, AND MACHINE LEARNING, chapter 57, pages 2081-2105, World Scientific Publishing Co. Pte. Ltd..
    76. Lambert, Ra & Larcker, Df, 1987. "An Analysis Of The Use Of Accounting And Market Measures Of Performance In Executive-Compensation Contracts," Journal of Accounting Research, Wiley Blackwell, vol. 25, pages 85-129.
    77. Brown, Stephen J. & Goetzmann, William N., 1997. "Mutual fund styles," Journal of Financial Economics, Elsevier, vol. 43(3), pages 373-399, March.
    78. Beck, Thorsten & Demirguc-Kunt, Asli & Levine, Ross, 2006. "Bank concentration, competition, and crises: First results," Journal of Banking & Finance, Elsevier, vol. 30(5), pages 1581-1603, May.
    79. Hong-Yi Chen & Manak C. Gupta & Alice C. Lee & Cheng Few Lee, 2020. "Sustainable Growth Rate, Optimal Growth Rate, and Optimal Payout Ratio: A Joint Optimization Approach," World Scientific Book Chapters, in: Cheng Few Lee & John C Lee (ed.), HANDBOOK OF FINANCIAL ECONOMETRICS, MATHEMATICS, STATISTICS, AND MACHINE LEARNING, chapter 97, pages 3413-3464, World Scientific Publishing Co. Pte. Ltd..
    80. Kin-Wai Lee & Cheng-Few Lee & Robert Faff, 2014. "Are Multiple Directorships Beneficial in East Asia?," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 54(3), pages 999-1032, September.
    81. Granger, C. W. J. & Newbold, P., 1974. "Spurious regressions in econometrics," Journal of Econometrics, Elsevier, vol. 2(2), pages 111-120, July.
    82. Shumway, Tyler, 2001. "Forecasting Bankruptcy More Accurately: A Simple Hazard Model," The Journal of Business, University of Chicago Press, vol. 74(1), pages 101-124, January.
    83. Lee, Cheng F., 1976. "On the Relationship between the Systematic Risk and the Investment Horizon," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 11(5), pages 803-815, December.
    84. Ohlson, Ja, 1980. "Financial Ratios And The Probabilistic Prediction Of Bankruptcy," Journal of Accounting Research, Wiley Blackwell, vol. 18(1), pages 109-131.
    85. Crook, Jonathan N. & Edelman, David B. & Thomas, Lyn C., 2007. "Recent developments in consumer credit risk assessment," European Journal of Operational Research, Elsevier, vol. 183(3), pages 1447-1465, December.
    86. Lee, Cheng-Few & Zumwalt, J. Kenton, 1981. "Associations between Alternative Accounting Profitability Measures and Security Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 16(1), pages 71-93, March.
    87. Shin-Yun Wang & Cheng-Few Lee, 2011. "Fuzzy multi-criteria decision-making for evaluating mutual fund strategies," Applied Economics, Taylor & Francis Journals, vol. 43(24), pages 3405-3414.
    88. Karson, Marvin J & Cheng, David C & Lee, Cheng F, 1995. "Sampling Distribution of the Relative Risk Aversion Estimator: Theory and Applications," Review of Quantitative Finance and Accounting, Springer, vol. 5(1), pages 43-54, March.
    89. Cox, John C. & Ross, Stephen A. & Rubinstein, Mark, 1979. "Option pricing: A simplified approach," Journal of Financial Economics, Elsevier, vol. 7(3), pages 229-263, September.
    90. Core, John E, 2000. "The Directors' and Officers' Insurance Premium: An Outside Assessment of the Quality of Corporate Governance," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 16(2), pages 449-477, October.
    91. Yang, Chau-Chen & Lee, Cheng-few & Gu, Yan-Xiang & Lee, Yen-Wen, 2010. "Co-determination of capital structure and stock returns--A LISREL approach: An empirical test of Taiwan stock markets," The Quarterly Review of Economics and Finance, Elsevier, vol. 50(2), pages 222-233, May.
    92. Lee, Cheng F & Lloyd, William P, 1978. "Block Recursive Systems in Asset Pricing Models: An Extension," Journal of Finance, American Finance Association, vol. 33(2), pages 640-644, May.
    93. Sears, R Stephen & Wei, K C John, 1988. "The Structure of Skewness Preferences in Asset Pricing Models with Higher Moments: An Empirical Test," The Financial Review, Eastern Finance Association, vol. 23(1), pages 25-38, February.
    94. Wilbert van der Klaauw, 2002. "Estimating the Effect of Financial Aid Offers on College Enrollment: A Regression-Discontinuity Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(4), pages 1249-1287, November.
    95. Fair, Ray C & Jaffee, Dwight M, 1972. "Methods of Estimation for Markets in Disequilibrium," Econometrica, Econometric Society, vol. 40(3), pages 497-514, May.
    96. Ruey-Ching Hwang & K. F. Cheng & Jack C. Lee, 2007. "A semiparametric method for predicting bankruptcy," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 26(5), pages 317-342.
    97. Mayer, Walter J., 1989. "Estimating disequilibrium models with limited a priori price-adjustment information," Journal of Econometrics, Elsevier, vol. 41(3), pages 303-320, July.
    98. Pinches, George E & Mingo, Kent A, 1973. "A Multivariate Analysis of Industrial Bond Ratings," Journal of Finance, American Finance Association, vol. 28(1), pages 1-18, March.
    99. Robert J. Myers, 1991. "Estimating time‐varying optimal hedge ratios on futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 11(1), pages 39-53, February.
    100. Houston, Joel F. & Lin, Chen & Lin, Ping & Ma, Yue, 2010. "Creditor rights, information sharing, and bank risk taking," Journal of Financial Economics, Elsevier, vol. 96(3), pages 485-512, June.
    101. Joshua D. Angrist & Victor Lavy, 1999. "Using Maimonides' Rule to Estimate the Effect of Class Size on Scholastic Achievement," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(2), pages 533-575.
    102. Ruey‐Ching Hwang & K. F. Cheng & Cheng‐Few Lee, 2009. "On multiple‐class prediction of issuer credit ratings," Applied Stochastic Models in Business and Industry, John Wiley & Sons, vol. 25(5), pages 535-550, September.
    103. Jegadeesh, Narasimhan & Noh, Joonki & Pukthuanthong, Kuntara & Roll, Richard & Wang, Junbo, 2019. "Empirical tests of asset pricing models with individual assets: Resolving the errors-in-variables bias in risk premium estimation," Journal of Financial Economics, Elsevier, vol. 133(2), pages 273-298.
    104. Chacko, George & Viceira, Luis M., 2003. "Spectral GMM estimation of continuous-time processes," Journal of Econometrics, Elsevier, vol. 116(1-2), pages 259-292.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Jacinta Chan Phooi M’ng & Ham Yi Jer, 2021. "Do economic statistics contain information to predict stock indexes futures prices and returns? Evidence from Asian equity futures markets," Review of Quantitative Finance and Accounting, Springer, vol. 57(3), pages 1033-1060, October.
    2. May Huaxi Zhang & Stanley Iat-Meng Ko & Andreas Karathanasopoulos & Chia Chun Lo, 2022. "A two-step quantile regression method for discretionary accounting," Review of Quantitative Finance and Accounting, Springer, vol. 59(1), pages 1-22, July.

    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.
    1. Suresh M. Sundaresan, 2000. "Continuous‐Time Methods in Finance: A Review and an Assessment," Journal of Finance, American Finance Association, vol. 55(4), pages 1569-1622, August.
    2. repec:wyi:journl:002108 is not listed on IDEAS
    3. Yueh-Neng Lin & Ken Hung, 2008. "Is Volatility Priced?," Annals of Economics and Finance, Society for AEF, vol. 9(1), pages 39-75, May.
    4. Zongwu Cai & Yongmiao Hong, 2013. "Some Recent Developments in Nonparametric Finance," Working Papers 2013-10-14, Wang Yanan Institute for Studies in Economics (WISE), Xiamen University.
    5. René Garcia & Eric Ghysels & Eric Renault, 2004. "The Econometrics of Option Pricing," CIRANO Working Papers 2004s-04, CIRANO.
    6. Yenn-Ru Chen & Carl R. Chen & Chih-Kang Chu, 2014. "The Effect of Executive Stock Options on Corporate Innovative Activities," Financial Management, Financial Management Association International, vol. 43(2), pages 271-290, June.
    7. Ghysels, E. & Harvey, A. & Renault, E., 1995. "Stochastic Volatility," Papers 95.400, Toulouse - GREMAQ.
    8. Travaglini, Guido, 2007. "The U.S. Dynamic Taylor Rule With Multiple Breaks, 1984-2001," MPRA Paper 3419, University Library of Munich, Germany, revised 15 Jun 2007.
    9. Pagan, Adrian, 1996. "The econometrics of financial markets," Journal of Empirical Finance, Elsevier, vol. 3(1), pages 15-102, May.
    10. Sin, C.Y. (Chor-yiu) & Lee, Cheng-Few, 2021. "Using heteroscedasticity-non-consistent or heteroscedasticity-consistent variances in linear regression," Econometrics and Statistics, Elsevier, vol. 18(C), pages 117-142.
    11. Ai[diaeresis]t-Sahalia, Yacine & Kimmel, Robert, 2007. "Maximum likelihood estimation of stochastic volatility models," Journal of Financial Economics, Elsevier, vol. 83(2), pages 413-452, February.
    12. Chacko, George & Viceira, Luis M., 2003. "Spectral GMM estimation of continuous-time processes," Journal of Econometrics, Elsevier, vol. 116(1-2), pages 259-292.
    13. Sanjay K. Nawalkha & Xiaoyang Zhuo, 2022. "A Theory of Equivalent Expectation Measures for Contingent Claim Returns," Journal of Finance, American Finance Association, vol. 77(5), pages 2853-2906, October.
    14. Linnenluecke, Martina K. & Chen, Xiaoyan & Ling, Xin & Smith, Tom & Zhu, Yushu, 2017. "Research in finance: A review of influential publications and a research agenda," Pacific-Basin Finance Journal, Elsevier, vol. 43(C), pages 188-199.
    15. Lambrinoudakis, Costas & Skiadopoulos, George & Gkionis, Konstantinos, 2019. "Capital structure and financial flexibility: Expectations of future shocks," Journal of Banking & Finance, Elsevier, vol. 104(C), pages 1-18.
    16. Lim, Terence & Lo, Andrew W. & Merton, Robert C. & Scholes, Myron S., 2006. "The Derivatives Sourcebook," Foundations and Trends(R) in Finance, now publishers, vol. 1(5–6), pages 365-572, April.
    17. Bandi, F.M. & Renò, R., 2016. "Price and volatility co-jumps," Journal of Financial Economics, Elsevier, vol. 119(1), pages 107-146.
    18. Zaremba, Adam & Kizys, Renatas & Raza, Muhammad Wajid, 2020. "The long-run reversal in the long run: Insights from two centuries of international equity returns," Journal of Empirical Finance, Elsevier, vol. 55(C), pages 177-199.
    19. Stentoft, Lars, 2011. "American option pricing with discrete and continuous time models: An empirical comparison," Journal of Empirical Finance, Elsevier, vol. 18(5), pages 880-902.
    20. Zaremba, Adam & Szyszka, Adam & Karathanasopoulos, Andreas & Mikutowski, Mateusz, 2021. "Herding for profits: Market breadth and the cross-section of global equity returns," Economic Modelling, Elsevier, vol. 97(C), pages 348-364.
    21. Costas Lambrinoudakis & Michael Neumann & George Skiadopoulos, 2014. "Capital Structure and Financial Flexibility: Expectations of Future Shocks," Working Papers 731, Queen Mary University of London, School of Economics and Finance.

    More about this item

    Keywords

    Financial econometrics; Financial mathematics; Financial statistics; Financial technology;
    All these keywords.

    JEL classification:

    • G1 - Financial Economics - - General Financial Markets
    • G2 - Financial Economics - - Financial Institutions and Services
    • G3 - Financial Economics - - Corporate Finance and Governance
    • G4 - Financial Economics - - Behavioral Finance

    Statistics

    Access and download statistics

    Corrections

    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:kap:rqfnac:v:54:y:2020:i:4:d:10.1007_s11156-020-00883-z. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.