Murat Khairzhan-uli Munkin

Associate Professor of Economics

Ph.D., Indiana University, Bloomington, 2001

Department of Economics

 

Moscow State University, Moscow, 1993

Department of Mechanics and Mathematics, Probability Theory

 

Kazakhstan School of Physics and Mathematics, Almaty, 1986

 

 

   

Mailing Address

4202 East Fowler Avenue, CMC342
Department of Economics

University of South Florida

Tampa, FL 33620-5700

USA

Office

CMC 207E

mmunkin@usf.edu

Phone: (813) 974 6517

Fax: (813) 974 6510

 

 

Working Papers

 

“A Note on Identification in the Multinomial Probit Model in the Presence of Weak Correlation”, in Preparation for Submission

 

“Semiparametric Analysis of the Effect of Income on the Consumption of Tobacco and Alcohol Products in Turkey”, in Preparation for Submission

 

“Biases in the Maximum Simulated Likelihood Estimation of the Mixed Logit Model”, in Preparation for Submission, (with Maksat Jumamyradov, Benjamin Craig, William Greene)

 

“Comparing the conditional logit estimates and true parameters under preference heterogeneity: a simulated   discrete choice experiment”, Under Review, (with Maksat Jumamyradov, Benjamin Craig, William Greene)

 

 

“Comparing the mixed logit estimates and true parameters under informative and uninformative heterogeneity: a simulated discrete choice experiment”, Under Review, (Maksat Jumamyradov, Benjamin Craig, William Greene)

 

Journal Articles and Book Chapters

 

“Count Roy Model with Finite Mixtures”, (2022), Journal of Applied Econometrics, 37, 1160-1181

 

“Biases in Maximum Simulated Likelihood Estimation of Bivariate Models”, (2022), Journal of Econometric Methods, 11, 55-70 (with Maksat Jumamyradov)

 

“Bayesian semiparametric analysis on the relationship between BMI and income for rural and urban workers in China”, (2022), Journal of Applied Statistics, 49, 3215-3235 (with Lijuan Feng)

 

“Islamic Finance and SDG 10: Evidence from Selected OIC Countries”, (2021), Islamic Finance and Sustainable Development, Palgrave Macmillan (Springer Nature), 127-149 (with Hylmun Izhar)

 

“Bayesian Analysis of the Two-Part Model with Endogeneity: Application to Health Care Expenditure”, (2020), Empirical Health Economics, Edited by Andrew M. Jones, Edward Elgar Publishing (Reprint with P. Deb and P.K. Trivedi)

 

“The Effect of Total Capital on Asset Risks of Islamic Banks: The Endogenous Treatment Panel Data Model Approach”, (2017), Review of Financial Economics, 34, 1-9 (with Syed Basher and Lawrence Kessler)

 

“Recent Developments in Cross-Section and Panel Data Models of Event Counts”, (2017), The Handbook of Empirical Economics and Finance, edited by David Giles and Aman Ullah, Chapman and Hall/CRC, 87-131 (with P.K. Trivedi)

 

“Simulating the Contribution of a Biospecimen and Clinical Data Repository in a Phase II Clinical Trial: a Value of Information Analysis”, (2016), Statistical Methods in Medical Research, 25, 1303-1312 (with Benjamin Craig, Gang Han and David Fenstermacher)

 

“Estimating Incentive and Selection Effects in Medigap Insurance Market: An Application with Dirichlet Process Mixture Model”, (2015), Journal of Applied Econometrics, 30, 1115-1143 (with Stewart Hu and P.K. Trivedi)

 

“Bayesian Estimation of Panel Data Fractional Response Models with Endogeneity: An Application to Standardized Test Rates”, (2015), Empirical Economics, 49, 81-114 (with Lawrence Kessler)

 

“The Endogenous Sequential Probit Model: An Application to the Demand for Hospital Utilization”, (2011), Economics Letters, 112, 182-185

 

Disentangling incentives effects of insurance coverage from adverse selection in the case of drug expenditure: a finite mixture approach”, (2010), Health Economics, 19, 1093-1108. (with P.K. Trivedi)

 

“Demand for Cigarettes: A Mixed Binary-Ordered Probit Approach”, (2010), Applied Economics, 42, 413-426 (with P. Kasteridis and S. Yen)

 

“A Bayesian Analysis of the OPES Model with a Non-parametric Component: Application to Dental Insurance and Dental Care,” (2009), Advances in Econometrics, Volume 23: Bayesian Econometrics, 87-114 (with P.K. Trivedi)

 

“Bayesian Analysis of the Ordered Probit Model with Endogenous Selection”, (2008), Journal of Econometrics, 143, 334-348 (with P.K. Trivedi)

 

“Private Insurance, Selection, and the Health Care Use: A Bayesian Analysis of a Roy-type Model”, (2006), Journal of Business and Economic Statistics, 24, 403-415 (with P. Deb and P.K. Trivedi)

 

“Bayesian Analysis of the Two-Part Model with Endogeneity: Application to Health Care Expenditure”, (2006), Journal of Applied Econometrics, 21, 1081-1099 (with P. Deb and P.K. Trivedi)

 

“Bayesian Analysis of Self-Selection Model with Multiple Outcomes Using Simulation-Based Estimation: An Application to the Demand for Healthcare”, (2003), Journal of Econometrics, 114, 197-220 (with P.K. Trivedi)

 

“The MCMC and SML Estimation of a Self-Selection Model”, (2003), Computational Statistics and Data Analysis, 42, 403-424

 

 “Simulated Maximum Likelihood Estimation of Multivariate Mixed-Poisson Regression Models, With Application,” The Econometrics Journal, (1999), 2, 29-48 (with P.K. Trivedi)

 

 

 

Last updated November 17, 2022