Department of Statistics
The Department of Statistics established the Bachelor’s program in 1970. During the four-year undergraduate program, students at the department of statistics can gain the skills for inferring, modeling and analyzing various economic and social systems. This undergraduate program also prepares the students to further their education. Graduates of this department will have the chance of being employed by both public and private sectors.
The Master’s program in statistics was founded in 1987. The aim of this program is to educate specialists capable of teaching statistics and conducting research at universities and institutions of higher education as well as making a contribution to the management and planning of industrial centers and services such as Management and Planning Organization (MPO) and Statistical Center of Iran. The areas of specialization in the Master’s program of Statistics are Mathematical Statistics (since 1987) and Socio-Economic Statistics (since 2009).
The aim of the Ph.D. program is to utilize mathematical tools and models in analyzing issues related to science, engineering, technology and various sectors of the society such as industry, manufacturing, economics, and social management. Ph. D. holders should conduct studies which are internationally qualified and acceptable. The areas of specialization in this program are: Statistics-Inference, Statistics – Probability. More
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Mohammad Amini |
| Professor |
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| Department of Statistics |
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| m-amini@um.ac.ir |
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| +985138806221 |
| Areas | Bachelor's | Master's | Ph.D |
| Statistics and its Applications |
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| Mathematical Statistics |
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| Socio-Economic Statistics |
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| Statistics – Inference |
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| Statistics - Probability |
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Academic staff
Research
Recent books
Khanjari Sadegh, M. (2023). Statistical Modeling of Reliability Structures and Industrial Processes.
Recent journal articles
Andriette Bekker, Farzane Hashemi, & Arashi, M. (2023). Flexible Factor Model for Handling Missing Data in Supervised Learning. Communications in Mathematics and Statistics, 11 (2), 477-501.
Iranmanesh, H., & Jabbari Nooghabi, M. (2023). Testing capability index Cpk with its application in automobile engine manufacturing industry. Quality Engineering, 35 (1), 48-55.
Moradi, N., & Habibirad, A. (2023). Estimation for the Three-Parameter Exponentiated Weibull Distribution under Progressive Censored Data. Journal of the Iranian Statistical Society, 21 (1), 153-177.
Baratnia, M., & Doostparast, M. (2023). Classifying one-parameter Fréchet populations on the basis of a non-linear fixed effects model. Communications in Statistics - Theory and Methods, 53 (9), 3246-3258.
Kazempoor, J., Habibirad, A., Ahmadi Nadi, A., & Mohtashami Borzadaran, G. (2023). Statistical inferences for the Weibull distribution under adaptive progressive type-II censoring plan and their application in wind speed data analysis. Statistics, Optimization and Information Computing, 11 (4), 829-852.
Baratnia, M., Rezaei Roknabadi, A., & Doostparast, M. (2023). Comparing discrete Pareto populations under a fixed effects model. Hacettepe Journal of Mathematics and Statistics, 52 (2), 529-545.
Morteza Mohammadi, & Emadi, M. (2023). Nonparametric tests of independence using copula-based Renyi and Tsallis divergence measures. Statistics, Optimization and Information Computing, 11 (4), 949-962.
Saberzadeh, Z., Razmkhah, M., & Amini, M. (2023). Bayesian reliability analysis of complexk-out-of-n:ℓsystems under degradation performance. Reliability Engineering and System Safety, 231 (1), 109020-13.
Ahmad, H., Amini, M., Sadeghpour Gildeh, B., & Ahmadi Nadi, A. (2023). Copula-based multivariate EWMA control charts for monitoring the mean vector of bivariate processes using a mixture model. Communications in Statistics - Theory and Methods, 53 (12), 4211-4234.
Ahmad, H., Ahmadi Nadi, A., Amini, M., & Sadeghpour Gildeh, B. (2023). Monitoring processes with multiple dependent production lines using time between events control charts. Quality Engineering, 35 (4), 639-668.
Arashi, M. (2023). Multicollinearity and Linear Predictor Link Function Problems in Regression Modelling of Longitudinal Data. Mathematics, 11 (3), 530-530.
Arashi, M. (2023). Robust biased estimators for Poisson regression model: Simulation and applications. Concurrency and Computation: Practice and Experience, 35 (7), -.
Okhli, K., & Jabbari Nooghabi, M. (2023). On the three-component mixture of exponential distributions: A Bayesian framework to model data with multiple lower and upper outliers. Mathematics and computers in simulation, 208 (), 480-500.
Mollaye, R., & Jabbari Nooghabi, M. (2023). Shrinkage Estimators of shape parameter of Contaminated Pareto Model with Insurance Application. Hacettepe Journal of Mathematics and Statistics, 52 (4), 1082-1095.
Boskabadi, M., & Doostparast, M. (2023). Neural Networks with Dependent Inputs. Neural Processing Letters, 55 (6), 7337-7350.
Fakoor, V. (2023). An asymptotic computational method for the nonlinear weakly singular integral models in option pricing. Journal of Mathematical Modeling, (), -.
Riyahi, H., & Doostparast, M. (2023). Cumulative
α
-Jensen–Shannon measure of divergence: Properties and applications. Communications in Statistics - Theory and Methods, 53 (17), 5989-6011.
Iranmanesh, H., Jabbari Nooghabi, M. (2023). Robust yield test for a normal production process. Quality Engineering, 35 (3), 1-15.
Sara Saeidi, Jabbari Nooghabi, M., Ali Jangjoo, & Amin Dalili (2023). Are the Common Statistics Used in the Bariatric Surgery Always Valid to Be Relied on?. Obesity Surgery, 33 (6), 1943-1943.
Maryam Yaghoobi, Shahnaz Rimaz, Parastoo Tajzadeh, Milad Bahrami, Jabbari Nooghabi, M., Babak Eshrati, & Effati, S. (2023). Epidemiological features, antimicrobial resistance profile and clinical outcomes of healthcare-associated infections in Islamic Republic of Iran. Eastern Mediterranean Health Journal, 29 (9), 688-698.
Salehi M, Bekker A, & Arashi, M. (2023). A Semi-parametric Density Estimation with Application in Clustering. Journal of Classification, 40 (1), 52-78.
Esfahani, M., Amini, M., Mohtashami Borzadaran, G. (2023). A new copula-based bivariate Gompertz--Makeham model and its application to COVID-19 mortality data. Iranian Journal of Fuzzy Systems, 20 (3), 159-175.
Saboori, H., & Doostparast, M. (2023). Random forests in the zero to k inflated Power series populations. Statistics, Optimization and Information Computing, 11 (4), 865-875.
Shahraki Dehsoukhteh, S., Razmkhah, M., & Bruno Castanier (2023). Optimal block replacement based on expert judgement method. Proceedings of the Institution of Mechanical Engineers - Part O, 238 (3), 591-603.
Ali Shariati, Hassan Doosti, Fakoor, V., & Masoud Asgharian (2023). Uniform confidence bands for hazard functions from censored prevalent cohort survival data. Electronic Journal of Statistics, 17 (2), -.
Jeddi, H., & Doostparast, M. (2023). Optimal spare-switching times in series systems under a general framework. Reliability: Theory and Applications, 18 (2), 191-199.
Esfahani, M., Mohtashami Borzadaran, G., & Amini, M. (2023). Theoretical aspects of total time on test transform of weighted variables and applications. Kybernetika, (), -.
Kazempoor, J., & Habibirad, A. (2023). Component-based perfect replacement optimizations for series and parallel systems consisting of repairable dependent components. Proceedings of the Institution of Mechanical Engineers - Part O, (), -.
Nasrin Talkhi, Jabbari Nooghabi, M., Habibollah Esmaily, Saba Maleki, Mojtaba Hajipoor, Gordon. A. Ferns, & Majid Ghayour Mobarhan (2023). Prediction of serum anti-HSP27 antibody titers changes using a light gradient boosting machine (LightGBM) technique. Scientific Reports, 13 (1), -.
Mollaye, R., & Jabbari Nooghabi, M. (2023). Bayesian Premium Estimators for Pareto Distribution in the Presence of outliers. Journal of the Iranian Statistical Society, 21 (3), 1-22.
Vejdanimahmoodi, M., Rezaei Roknabadi, A., Fakoor, V., & Sara Jomhoori (2023). Empirical Likelihood Confidence Intervals for Lorenz Curve with Length-Biased Data. Iranian Journal of Science, 47 (), 1617-1631.
Bafandegan Emroozi, V., Kazemi, M., Doostparast, M., & Pooya, A. (2023). Improving Industrial Maintenance Efficiency: a Holistic Approach to Integrated Production and Maintenance Planning with Human Error Optimization. Process Integration and Optimization for Sustainability, 8 (2), 539-564.
Saboori, H., & Doostparast, M. (2023). Zero to k Inflated Poisson Regression Models with Applications. Journal of Statistical Theory and Applications, 22 (4), 366-392.
Arashi, M. (2023). Matrix variate density estimation with additional information. Journal of the Korean Statistical Society, 52 (3), 522-530.
Delavary Foroutaghe, M., Mohamadzadeh Moghaddam, A., Fakoor, V. (2023). Road traffic mortality in Iran: longitudinal trend and seasonal analysis, March 2011-February 2020. International Journal of Injury Control and Safety Promotion, 31 (1), 125-137.
Rajinia, K., Razmkhah, M., & Ahmadi, J. (2023). A condition-based maintenance policy based on the reduction of age model. International Journal of Reliability and Safety, 1 (1), -.
Mazloum Panjeh Keh, S., Mohtashami Borzadaran, G., & Amini, M. (2023). A view on weighted exponential entropy and examining some of its features. Journal of Mahani Mathematical Research Center, (), -.
Khanjari Sadegh, M. (2023). On system reliability estimation in stress-strength setup. Journal of Statistical Modelling: Theory and Applications, 3 (1), 103-121.
Khanjari Sadegh, M. (2023). A new light on reliability equivalence factors. Metrika, 86 (6), 605-625.
Recent theses and dissertations
Jafarypour, S. (2023). Bayesian estimation of parameters in GARMA time series. , ( Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Maghbool Hamedi, M. (2023). Analysis of bivariate responses longitudinal data in linear models with mixed-effects. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Riyahi, H. (2023). properties of the Jensen-Shannon divergence. , (Doctoral dissertation of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Alavi Sini, S. (2023). Analysis and investigation of several different Stress - Strength models. , (Doctoral dissertation of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Najafi, M. (2023). Investigating the biase of the Gini coefficient in grouped data. , (Doctoral dissertation of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Vojdani, S. (2023). Dynamic Bayesian networks in clinical data analysis. , (Doctoral dissertation of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Panahbehagh, S. (2023). Ensemble Learning for Spatially Discete Choice Models on the basis of Random Forest Algorithm. , (Doctoral dissertation of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Imani, A. (2023). Investigating different estimators for managing multicollinearity and outlier data in linear regression models. , (Doctoral dissertation of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Kadkhoda, E. (2023). Generalization of most entropic copula distributions based on dependence measures. , (Doctoral dissertation of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Salmabadi, Z. (2023). The relationship between ROC curve and economical inequality. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Heydari, M. (2023). Multivariate time series analyses with Bayesian networks. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Kowsari, M. (2023). Text mining social media data for sentiment analysis and customer feedback analysis. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Yasavoli, B. (2023). Application of deep learning methods in forecasting meteorological parameters. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Nikooharf Fathi, M. (2023). Ginis correlation coefficient: properties and some applications. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Sinaei, V. (2023). Topics in modelling systems with dependent components based on copula function. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Mohammadi, T. (2023). Discussions in Stochastic Multi-class Support Vector Machine. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Ahmadi, R. (2023). Using discrete event simulation and data envelopment analysis to reduce emergency department crowding. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Zarinkolah, M. (2023). Estimating the parameters of the finite population by the ranked-set sampling method using auxiliary information. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Rezaeezade, Z. (2023). The nonparametric estimation of the option pricing in stock market index. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Hadianfar, O. (2023). Rate of Convergence for Weighted Sums of dependent random sequences with copula dependence structure. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Sohrabi, E. (2023). Estimation of premium in weibull distribution in the presence of outliers. , (Doctoral dissertation of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Recent research projects
Contact Information
Iran, Mashhad, Azadi Square, Ferdowsi University of Mashhad
Faculty of Mathematical Sciences, Department of Statistics
Phone: +985138806221
Fax: +985138807155