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
Arashi, M., م. صالحی, & (2024). Flexible Nonparametric Curve Estimation.
Recent journal articles
Mohtashami Borzadaran, G. (2024). A new lifetime distribution by maximizing entropy: properties and applications. Probability in the Engineering and Informational Sciences, 38 (1), 189-206.
Naderi, M., & Jabbari Nooghabi, M. (2024). Clustering asymmetrical data with outliers: Parsimonious mixtures of contaminated mean-mixture of normal distributions. Journal of Computational and Applied Mathematics, 437 (), 115433-115433.
Zarinkolah, M., Jabbari Nooghabi, H., & Saber (2024). Optimal estimators of the population mean of a skewed distribution using auxiliary variables in median ranked-set sampling. Mathematical Population Studies, 31 (1), 62-85.
Fashandi, M., Ahmadi, J. (2024). On the Mean Residual of Records in the Geometric Random Record Model. Journal of Statistical Sciences, 17 (2), -.
Talkhi, N., Akhavan Fatemi, N., Jabbari Nooghabi, M. (2024). Using Meta-Learning to Recommend an Appropriate Time-Series Forecasting Model. BMC Public Health, 24 (1), 148-148.
Mirhosseini, I., Moradi, M., Salehi, M., & Jabbari Nooghabi, M. (2024). From Accounting to Economics: The Role of Earning Reporting Features in The Relationship between Aggregated Earnings and GDP. Environmental Energy and Economic Research, 8 (1), 1-10.
Mohammadian, Z., & Habibirad, A. (2024). ADJUSTED EMPIRICAL LIKELIHOOD ANALYSIS OF RESTRICTED MEAN SURVIVAL TIME FOR LENGTH-BIASED DATA. Journal of Mahani Mathematical Research Center, 13 (2), 303-324.
Jabbari Nooghabi, M. (2024). Prevalence, Clinical Features, and Consequences of the COVID-19 Pandemic in 100 Cancer Patients Operated at Omid Cancer Center-A Report from Northeast Iran. Middle East Journal of Cancer, 15 (2), 1-7.
Arashi, M. (2024). A new improved Liu estimator for the QSAR model with inverse Gaussian response. Communications in Statistics Part B: Simulation and Computation, 53 (4), 1873-1888.
Fakoor, V. (2024). Bayesian estimation of the time-varying reproduction number for pulmonary tuberculosis in Iran: A registry-based study from 2018 to 2022 using new smear-positive cases. Infectious Disease Modelling, 9 (3), 963-974.
Ahmadi, J. (2024). Characterizations of continuous log-symmetric distributions based on properties of order statistics. Statistics, 58 (3), 665-689.
Esfahani, M., Amini, M., & Mohtashami Borzadaran, G. (2024). Generalized total time on test transform for weighted variables properties and applications. Journal of Mahani Mathematical Research Center, 13 (3), 55-70.
Jabbari Nooghabi, M. (2024). Interval shrinkage estimation of two-parameter exponential distribution with random censored data. Journal of Mahani Mathematical Research Center, (), -.
Arashi, M. (2024). Marginalized LASSO in the low-dimensional difference-based partially linear model for variable selection. Journal of Applied Statistics, (), -.
Amiri, N., Fakoor, V., Sarmad, M. (2024). Empirical Likelihood Inference of the Buckley–James Estimator with Length-Biased Data. Iranian Journal of Science, 48 (5), 1329-1339.
Jabbari Nooghabi, H. (2024). On almost sure convergence rates for the kernel estimator of a covariance operator under negative association. Journal of Mahani Mathematical Research Center, (), -.
Fakoor, V. (2024). Spatial Distribution of Smear-Positive Pulmonary Tuberculosis Incidence Rates in Iran: A Registry-Based Study (2018–2022). International Journal of Preventive Medicine, 15 (), -.
Zaeemzadeh, M., Ahmadi, J. (2024). Optimal Age Replacement in Parallel Systems with Random Components. International Journal of Reliability, Quality and Safety Engineering, 31 (5), -.
Saboori, H., & Doostparast, M. (2024). Control Charts Based on Zero to k Inflated Power Series Regression Models and Their Applications. Sankhya B, 86 (2), 442-476.
Bafandegan Emroozi, V., Kazemi, M., Pooya, A., & Doostparast, M. (2024). Dynamic modeling of human error in industrial maintenance through structural analysis and system dynamics. Risk Analysis, (), -.
Kazempoor, J., Habibirad, A. (2024). Joint Occurrences of Competing Risks and Multivariate Longitudinal Data: A Prediction Investigation for the HIV. long Data. Revista Colombiana de Estadistica, 47 (2), 385-405.
Doostparast, M. (2024). Repair alert model when the lifetimes are discretely distributed. Communications in Statistics Part B: Simulation and Computation, (), -.
Bafandegan Emroozi, V., Kazemi, M., Pooya, A., & Doostparast, M. (2024). Evaluating human error probability in maintenance task: An integrated system dynamics and machine learning approach. Human Factors and Ergonomics in Manufacturing, 35 (1), -.
Parsa, M., Jabbari Nooghabi, H., & Ahmadi, J. (2024). Some copula-based results on optimal number of cold standby components in parallel systems. Stochastic Models in Probability and Statistics, 1 (2), 153-169.
Khanjari Sadegh, M. (2024). A probabilistic model for the structure functions of coherent systems. Stochastic Models in Probability and Statistics, 1 (2), 143-151.
Arashi, M. (2024). A dependent circular-linear model for multivariate biomechanical data: Ilizarov ring fixator study. Statistical Methods in Medical Research, 33 (9), 1660-1672.
Arashi, M. (2024). Small area estimation with partially linear mixed-t model with measurement error. Journal of Computational and Applied Mathematics, 446 (9), 115871-115883.
Arashi, M. (2024). Enhanced Model Predictions through Principal Components and Average Least Squares-Centered Penalized Regression. Symmetry, 16 (4), 469-1672.
Masoumi, N., Sadeghi, H., & Sarmad, M. (2024). Dependence of horizontal PGA prediction on site conditions at critically short hypocentral distances: an analysis based on Japanese strong motion data. Annals of Geophysics, 67 (3), S323-12.
Shahraki Dehsoukhteh, S., & Razmkhah, M. (2024). A Condition-based Maintenance Policy in Chance Space. Statistics, Optimization and Information Computing, 12 (6), 1622-1639.
Iranmanesh, H., Jabbari Nooghabi, M. (2024). Estimating the Generalizations of Process Capability Index Cpmk$C_{pmk}$ in the Presence of Outliers. Quality and Reliability Engineering International, (), -.
Amini, M., Hadianfar, O. (2024). On convergence rate in the weak law of large numbers for FGM random sequences. Bulletin of the Korean Mathematical Society, 16 (6), 1617-1629.
Mohtashami Borzadaran, G. (2024). A Serial Independence Test by Kullback-Leibler via Quantile Symbolization. Revstat Statistical Journal, 23 (1), 1-21.
Mohtashami Borzadaran, G. (2024). SOME PROPERTIES OF TSALLIS ENTROPY BASED ON A DOUBLY TRUNCATED (INTERVAL) RANDOM VARIABLE. Reliability: Theory and Applications, 19 (1), 448-464.
Shahraki Dehsoukhteh, S., & Razmkhah, M. (2024). A maintenance policy for a deteriorating system under epistemic uncertainty. Communications in Statistics Part B: Simulation and Computation, (), -.
Sadeghpour Gildeh, B., & Mohtashami Borzadaran, G. (2024). A control chart based on fuzzy hazard function Afsaneh. International Journal of Mathematics and Statistics, 25 (1), 21-31.
Jabbari Nooghabi, M. (2024). Improving the Outcome of Patients Diagnosed with Rhino-orbito-cerebral Mucormycosis in the Last Two Decades: 97 Patients in Two Referral Centers in the Northeast of Iran. Archives of Clinical Infectious Diseases, 19 (5), -.
Effati, S., Jabbari Nooghabi, M. (2024). Simulation of the Possible Routes of Acinetobacter spp. Transmission in the Intensive Care Units: An Agent-Based Computational Study. Iranian Journal of Medical Microbiology, 18 (5), 286-299.
Ferdosi Makan, A., & Rezaei Roknabadi, A. (2024). Auxiliary Attributes to Estimation in Adaptive Cluster Sampling Design: Case Study of COVID-19. Lobachevskii Journal of Mathematics, 45 (9), 4194-4214.
Moradi, N., Habibirad, A. (2024). Leveraging neural networks for robust survival estimation in cox proportional hazards model with censored data. Communications in Statistics: Case Studies, Data Analysis and Applications, 10 (), 349-364.
Recent theses and dissertations
Dehghan, M. (2024). Properties of vitality function and its generalization based on ordered data and its applications in reliability. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Karimi, M. (2024). Optimizing logistics performance using big economic data with a machine learning analysis approach. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Jlogir, A. (2024). Exploring the Graph Neural Networks for Molecular Property Prediction. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Abdollahi, F. (2024). Mixed-effects Regression Modeling with Scale Mixture of Skew Normal Response. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Salajegheh, M. (2024). Bayesian analysis for positive data in the presence of outliers and estimation of information measures. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Barzegarvareki, A. (2024). Parametric Estimation in Joint Mean-Covariance Longitudinal Model. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Nazari, S. (2024). Enhanced Bayesian Structure Learning of DAGs. , (Doctoral dissertation of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Hosseini, B. (2024). Properties and applications of weighted cumulative KullbackLeibler divergance measure. , (Doctoral dissertation of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Khalilzadeh, H. (2024). maintenance policies with multiple failure modes after warranty expiry. , (Doctoral dissertation of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Daneshamoz, M. (2024). Estimating the Parameters of Power Lomax Distribution Based on Some Generalizations of Progressive Type II Hybrid Censoring. , (Doctoral dissertation of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Parvandeh, Z. (2024). Stochastic orderings based on mean past lifetime. , (Doctoral dissertation of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Zaeemzadeh, M. (2024). Optimal maintenance policy for systems with random number of components. , (Doctoral dissertation of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Panjtani, S. (2024). A study of accelerated lifetime tests for one-shot systems under some lifetime distributions. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Rahimi, M. (2024). High dimensional data classification using penalized logistic model. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Alam Yazdian, H. (2024). The number of failed components of coherent systems and its effect on optimal structures and policies. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Fakoor, N. (2024). Detection and prediction of leaks in the water supply network. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Abbasi, Z. (2024). Optimal age replacement policy for discrete lifetime systems. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Dashti Darbandi, N. (2024). Investigating the properties of Topp-Leone bivariate distribution familiy based on mapping of the copula function. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Harati No, F. (2024). Investigation in effective population size in biological research. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Sarvari, M. (2024). Evidential inference with circular data. , (Doctoral dissertation of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Felfelani, N. (2024). Optimal maintenance during the warranty period for repairable products with random working cycle. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Mohammadi, F. (2024). Traffic Incident Time Modeling Using Deep Survival Analysis. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Azmoudeh Nezhad, M. (2024). Optimal burn-in policies based on minimal repairs. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Karimian Jozan, F. (2024). Introductory statistics education using gamification. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Imani, M. (2024). Maximum entropy in reliability. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Torabi Neman, T. (2024). Maximum likelihood estimation using deep neural networks. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Mehrbagherpour, H. (2024). Graph Convolution Recurrent Neural Network for Traffic Forecasting. , (Master's thesis of Statistics). Faculty of Mathematics, Ferdowsi University of Mashhad, Mashhad.
Rahmani, M. (2024). Statistical methods in face recognition and emotion analysis. , (Master's thesis 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