Evaluation of Intelligent and Statistical Prediction Models for Overconfidence of Managers in the Iranian Capital Market Companies
Subject Areas :
Financial Mathematics
Shokoufeh Etebar
1
,
Roya Darabi
2
,
Mohsen Hamidiyan
3
,
Seiyedeh Mahbobeh Jafari
4
1 - Faculty Member, Department of Accounting, Sama Technical and Vocational College, Karaj Branch, Islamic Azad University, Karaj, Iran
2 - Department of Economics and Accounting, Tehran South Branch, Islamic Azad University, Tehran, Iran
3 - Department of Economics and Accounting, Tehran South Branch, Islamic Azad University, Tehran, Iran
4 - Department of Economics and Accounting, Tehran South Branch, Islamic Azad University, Tehran, Iran
Received: 2018-11-21
Accepted : 2019-08-04
Published : 2022-01-01
Keywords:
References:
Abhinav, R., Pindoriya, N. M., Wu, J., Long, C., Short-term wind power forecasting using wavelet-based neural network, Energy Procedia, 2017, 142(1), P. 455- 460. Doi: 10.1016/j.egypro.2017.12.071
Ahmed, A. S., Duellman, S., Managerial overconfidence and accounting conservatism, Journal of Accounting Research, 2013, 51(1), P. 1- 30. Doi:10.2139/ssrn.887301
Aliahmadi, S., Jamshidi, A., Mousavi, R., The Managerial Ability and Value of Cash: Evidence from Iran, Advances in mathematical finance & applications, 2016, 1(1), P. 19-31. Doi: 10.22034/AMFA.2016.526241
Ali Nejad Saroklaei, M., Sobhi, M., The Effect of More Trusted Managers on Capital Structure, Financial Accounting and Audit Research, 2016, 8(31), P. 93-109. Doi:10.30699/ijf.2020.121887
Antunes, A., Bonfim, D., Monteiro, N., Rodrigues, P. M., Forecasting banking crises with dynamic panel probit models, International Journal of Forecasting, 2018, 34(2), P. 249-275.
Doi: 10.1016/j.ijforecast.2017.12.003
Baig, M. M., Awais, M. M., El-Alfy, E.-S. M., AdaBoost-based artificial neural network learning, Neurocomputing, 2017, Doi: 10.1016/j.neucom.2017.02.077
Bamber, M., McMeeking, K., An examination of international accounting standard-setting due process and the implications for legitimacy, The British Accounting Review, 2016, 48(1), P. 59-73.
Doi: 10.1016/j.bar.2015.03.003
Berk, J., Stanton, R., Managerial ability, compensation, and the closed-end fund discount, Journal of Finance, 2007, 62(2), P. 529-556. Doi: 10.1111/j.1540-6261.2007.01216.x.
Bharati, R., Doellman, T., Fu, X., CEO confidence and stock returns, Journal of Contemporary Accounting & Economics, 2016, 12(1), P. 89-110. Doi: 10.1016/j.jcae
Chen, S. S., Lai, S.-M., Liu, C.-L., McVay, S., Overconfident managers and internal controls, working paper, National Taiwan University and University of Washington, 2014, Available at SSRN.
Doi: 10.2139/ssrn.2510137 .
Cordeiro, L., Managerial overconfidence and dividend policy, 2009, Available at SSRN.
Doi: 10.2139/ssrn.1343805
Demerjian, P., Lev, B. McVay, S., Quantifying managerial ability: A new measure and validity tests, Management Science, 2012, 58(7), P. 1229-1248. Doi:10.1287/mnsc.1110.1487
Deshmukh, S., Goel, A. M., Howe, K. M., CEO overconfidence and dividend policy, Journal of Financial Intermediation, 2013, 22(3), P. 440-463. Doi: 10.1016/j.jfi.2013.02.003
Abbasi, I., Vakilifard, H., Marouf, M., Investigating the Impact of Managerial Uncertainty on Financial Reporting Quality and Conditional Conservatism in Tehran Stock Exchange, Journal of Accounting and Auditing Management, 2018, 7(25), P. 193-205
Fonseca Costa, D., Carvalho, de Mel F., de Melo Moreira, B. C., do Prado, J. W., Bibliometric analysis on the association between behavioral finance and decision making with cognitive biases such as overconfidence, anchoring effect and confirmation bias, Scientometrics, 2017, 111(3), P.1775-1799. Doi: 10.1007/s11192-017-2371-5
Foroughi, D., Moazzeni, N., The Effect of Excessive confident of Management on Company Value, Financial Accounting Knowledge, 2016, 4(4), P. 65-84
Han, S., Vytlacil, E. J., Identification in a generalization of bivariate probit models with dummy endogenous repressors, Journal of Econometrics, 2017, 199(1), P. 63-73. Doi: 10.1016/j.jeconom.2017.04.001
Hirshleifer, D., Low, A., Teoh, S. H., Are overconfident CEOs better innovators, the journal of Finance, 2012, 67(4), P. 1457-1498. Doi:10.1111/j.1540-6261.2012.01753.x
Hribar, P., Yang, H., CEO Overconfidence and Management Forecasting, Contemporary Accounting Research, 2016, 33(1), P. 204-227, Doi: 10.1111/1911-3846.12144.
Jokar, H., Shamsaddinia, K., Daneshi, V., Investigating the Effect of Investors' Behavior and Management on the Stock Returns: Evidence from Iran, Advances in mathematical finance & applications, 2018, 3(3), P. 41-52, Doi:10.22034/AMFA.2018.544948
Jongjaroenkamol, P., Laux, V., Insider versus outsider CEOs, executive compensation, and accounting manipulation, Journal of Accounting and Economics, 2017, 63(2-3), P. 253-261. Doi: 10.1016/j.jacceco.2017.01.002
Jun, W., Yuyan, L., Lingyu, T., Peng, G., Modeling a combined forecast algorithm based on sequence patterns and near characteristics: An application for tourism demand forecasting, Chaos, Solutions & Fractals, 2018, 108, P. 136-147. Doi: 10.1016/j.chaos.2018.01.028
Junior, B., do Carmo Nicoletti, M., An iterative boosting-based ensemble for streaming data classification, Information Fusion, 2019, 45, P. 66-78. Doi: 10.1016/j.inffus.2018.01.003
Kang, J., Kang, J.-K., Kang, M., Kim, J., Curbing Managerial Myopia: The Role of Managerial Overconfidence in Owner-Managed Firms and Professionally Managed Firms, Social Science Network of America, 2018, Doi: 10.2139/ssrn.2944998.
Libby, R., Rennekamp, K., Self-serving attribution bias, overconfidence, and the issuance of management forecasts, Journal of Accounting Research, 2012, 50(1), P.197-231. Doi: 10.1111/j.1475-679X.2011.00430.x
Malmendier, U., Tate, G., Who makes acquisitions? CEO overconfidence and the market's reaction, Journal of financial Economics, 2008, 89(1), P. 20-43. Doi: 10.1016/j.jfineco.2007.07.002
Malmendier, U., Tate, G., Yan, J., Overconfidence and early life experiences: the effect of managerial traits on corporate financial policies, 2011, the journal of Finance, 66(5), P. 1687-1733.
Doi:10.1111/j.1540-6261.2011.01685.x
Martinetti, D., Geniaux, G., Approximate likelihood estimation of spatial probit models, Regional Science and Urban Economics, 2017, 64, P.30-45. Doi: 10.1016/j.regsciurbeco.2017.02.002
Marucci-Wellman, H. R., Corns, H. L., Lehto, M. R., Classifying injury narratives of large administrative databases for surveillance- a practical approach is combining machine learning ensembles and human review, Accident Analysis & Prevention, 2017, 98, P. 359-371. Doi: 10.1016/j.aap.2016.10.014
Nasirzadeh, F., Abbaszadeh, M. R., Zolfaghararani, M. H., Investigating the effect of managers' optimism and information asymmetry on stock price fall risk, Journal of financial accounting, 2017, 9(34), P. 35-70
Panayiotis C, A., Doukas, J. A., Koursaros, D., Louca, C., CEO Overconfidence and the Valuation Effects of Corporate Diversification & Refocusing Decisions, Social Science Network of America, 2017.
Doi: 10.1016/j.jbankfin.2019.01.009
Parsamehr,H., Kasravi ,A., and Fazli, M., Impact of the Management Performance Evaluation Methods on the Data Quality in Accounting, Advances in mathematical finance & applications, 2017, 2(1), P. 41-53,
Rezaei, N., Elmi, Z., Behavioral Finance Models and Behavioral Biases in Stock Price Forecasting, Advances in mathematical finance & applications, 2018, 3(4), P. 67-82
Schrand, C. M., Zechman, S. L., Executive overconfidence and the slippery slope to financial misreporting, Journal of Accounting and Economics, 2012, 53(1), P. 311-329. Doi: 10.1016/j.jacceco.2011.09.001
Soleimani, M., Taherabadi,A., Karimipouya,M., Accounting Ratios in the Analysis of Financial Statements: Financial Ratios of Companies Listed on the Tehran Stock Exchange, The Secret Secret, 2015, 1, P.51-58(in Persian).
Zanjardar, M., Rafiei, Z., Effect of the Earnings Reaction Coefficient on Extreme Confidence Relationships and Contingent Conservatism, Financial Accounting and Audit Research, 2017, 9 (34), P.113-135