A computationally efficient correlated mixed probit model for credit risk inference
作者： Elisa Tosetti , Veronica Vinciotti
DOI: 10.1111/RSSC.12352
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摘要:
brunel.ac.uk
sci-hub.se 参考文章(36)
Douglas Bates, Martin Mächler, Ben Bolker, Steve Walker, Fitting Linear Mixed-Effects Models Using lme4 Journal of Statistical Software. ,vol. 67, pp. 1- 48 ,(2015) , 10.18637/JSS.V067.I01
Ralitza V Gueorguieva, Alan Agresti, A Correlated Probit Model for Joint Modeling of Clustered Binary and Continuous Responses Journal of the American Statistical Association. ,vol. 96, pp. 1102- 1112 ,(2001) , 10.1198/016214501753208762
XIAO-LI MENG, DONALD B. RUBIN, Maximum likelihood estimation via the ECM algorithm: A general framework Biometrika. ,vol. 80, pp. 267- 278 ,(1993) , 10.1093/BIOMET/80.2.267
Martin Kukuk, Michael Rönnberg, Corporate credit default models: a mixed logit approach Review of Quantitative Finance and Accounting. ,vol. 40, pp. 467- 483 ,(2013) , 10.1007/S11156-012-0281-4
Lung-Fei Lee, On the first and second moments of the truncated multi-normal distribution and a simple estimator Economics Letters. ,vol. 3, pp. 165- 169 ,(1979) , 10.1016/0165-1765(79)90111-3
Marco Alfò, Stefano Caiazza, Giovanni Trovato, Extending a Logistic Approach to Risk Modeling through Semiparametric Mixing Journal of Financial Services Research. ,vol. 28, pp. 163- 176 ,(2005) , 10.1007/S10693-005-4360-8
Juliane Schäfer, Korbinian Strimmer, A Shrinkage Approach to Large-Scale Covariance Matrix Estimation and Implications for Functional Genomics Statistical Applications in Genetics and Molecular Biology. ,vol. 4, pp. 1- 32 ,(2005) , 10.2202/1544-6115.1175
Charles E. McCulloch, Maximum Likelihood Variance Components Estimation for Binary Data Journal of the American Statistical Association. ,vol. 89, pp. 330- 335 ,(1994) , 10.1080/01621459.1994.10476474
Stewart Jones, David A. Hensher, Predicting Firm Financial Distress: A Mixed Logit Model The Accounting Review. ,vol. 79, pp. 1011- 1038 ,(2004) , 10.2308/ACCR.2004.79.4.1011
Siddhartha Chib, Edward Greenberg, Analysis of multivariate probit models Biometrika. ,vol. 85, pp. 347- 361 ,(1998) , 10.1093/BIOMET/85.2.347