2025/12/5
فارسی
Hossein Bevrani

Hossein Bevrani

Academic rank: Professor
ORCID: 0000-0003-4658-9095
Education: PhD.
H-Index:
Faculty: Faculty of Science
ScholarId: View
E-mail: hossein.Bevrani [at] uok.ac.ir
ScopusId:
Phone:
ResearchGate:
Home

Introduction

Hossein Bevrani holds a Ph.D. in Mathematical Statistics from Lomonosov Moscow State University, Russia and is currently a Full Professor of Statistics at the University of Kurdistan. Previously, he served as a faculty member at the University of Tabriz from September 1997 to September 2024, where he played a pivotal role in developing and establishing both the M.Sc. and Ph.D. programs in Statistics, shaping the department’s academic direction. An accomplished researcher and educator, he has supervised dozens of Master’s and Ph.D. theses and contributed to national and regional research projects as a leader or key collaborator. His expertise spans multivariate methods, generalized linear models, high-dimensional data analysis, Bayesian inference, and statistical simulation, with a strong record of peer-reviewed publications that bridge theory and applied solutions.

Education

  • PhD. in Statistics, Mathematics and Probability Theory , Moscow State University (Lomonosov) , Russia (2002 - 2005)
    Thesis title: Statistical methods for analyzing the reliability of complex systems based on normal asymptotic statistics
  • MSc. in Statistics , Kharazmi University , ایران (1992 - 1994)
    Thesis title: Constructing a bivariate distribution using marginal distributions and correlation
  • BSc. in Statistics , Shahid Beheshti University , ایران (1987 - 1992)
    Thesis title: -
More

Courses

Bachelor Of Science
Master Of Science
PHD

Research activities

Journal Papers
Bayesian analysis of the beta regression model subject to linear inequality restrictions with application Solmaz Seifollahi, Hossein Bevrani, Kristofer Mansson (2025)
Improved Efficiency in Generalized Poisson Hurdle Model Estimation Using Restricted and Shrinkage Methods Hayder Hasan Rahmah Al-Gharrawi, Hossein Bevrani, Basim Shlaibah Msallam (2025)
Shrinkage Estimators in Zero-Inflated Bell Regression Model with Application Solmaz Seifollahi, Hossein Bevrani, Zakariya Yahya Algamal (2025)
Exploring factors affecting the severity of medical errors: A cross-sectional study in Iran Ehsan Ahsani-Estahbanati, Hossein Bevrani, Vladimir Sergeevich Gordeev, Leila Doshmangir (2024)
Inequality restricted estimator for gamma regression: Bayesian approach as a solution to the multicollinearity Solmaz Seifollahi, Hossein Bevrani, Kaniav Kamary (2024)
Improved estimators in bell regression model with application Solmaz Seifollahi, Hossein Bevrani, Zakariya Yahya Algamal (2024)
Improved parameters estimation in the multicollinear Poisson regression model based on Stein-Liu estimators Zahra Zandi, Hossein Bevrani (2024)
Shrinkage estimation in the zero-inflated Poisson regression model with right-censored data Zahra Zandi, Hossein Bevrani, Reza Arabi Belaghi (2024)
Signature-based Reliability and Maintenance Planning for a Load-sharing Coherent System Operating in a Random Environment Mahsa Jamali, Reza Ahmadi, Hossein Bevrani (2024)
Statistical inference under joint type-II censored data from two Burr-XII populations Soheila Akbari Bargoshadi, Hossein Bevrani, Reza Arabi Belaghi (2024)
Liu-type shrinkage strategies in zero-inflated negative binomial models with application to Expenditure and Default Data Zahra Zandi, Reza Arabi Belaghi, Hossein Bevrani (2024)
Improving random forest algorithm by selecting appropriate penalized method Zari Farhadi, Hossein Bevrani, MOHAMMAD-REZA FEIZI-DERAKHSHI (2024)
ERDeR: The Combination of Statistical Shrinkage Methods and Ensemble Approaches to Improve the Performance of Deep Regression Zari Farhadi, MOHAMMAD-REZA FEIZI-DERAKHSHI, Hossein Bevrani, Wonjoon Kim, Muhammad Fazal Ijaz (2024)
Identification of Influential Observations for High-Dimensional Regression (1402)
Reducing Bias in Beta Regression Models Using Jackknifed Liu-Type Estimators: Applications to Chemical Data Solmaz Seifollahi, Hossein Bevrani, Olayan Albalawi (2024)
Using shrinkage strategies to estimate fixed effects in zero-inflated negative binomial mixed Zahra Zandi, Hossein Bevrani, Reza Arabi Belaghi (2023)
James-Stein type estimators in beta regression model: simulation and application Solmaz Seifollahi, Hossein Bevrani (2023)
Impact of operational planning implementation on performance of Iranian medical sciences universities Reza Aghebati, Leila Doshmangir, Jafar Sadegh Tabrizi, Hossein Bevrani, Vladimir Sergeevich Gordeev (2022)
An Ensemble Framework to Improve the Accuracy of Prediction Using Clustered Random‐Forest and Shrinkage Methods Zari Farhadi, Hossein Bevrani, MOHAMMAD-REZA FEIZI-DERAKHSHI, Wonjoon Kim, Muhammad Fazal Ijaz (2022)
Coefficients Estimation of Linear Regression Models Using Liu-Type Shrinkage Estimators (1401)
Penalized and ridge-type shrinkage estimators in Poisson regression model Mehri Noori Asl Sayedlar, Hossein Bevrani, Reza Arabi Belaghi (2022)
Improved shrinkage estimators in zero-inflated negative binomial regression model Zahra Zandi, Hossein Bevrani, Reza Arabi Belaghi (2021)
Ridge-type shrinkage estimators in generalized linear models with an application to prostate cancer data Mehri Noori Asl Sayedlar, Hossein Bevrani, Reza Arabi Belaghi, Kristofer Mansson (2021)
The Suitable Statistical Model Selection for the Wind Speed of Tabriz and Orumiyeh Stations (1399)
Classical and Bayesian inferential approaches using Lomax model under progressively type-I hybrid censoring Mehri Noori Asl Sayedlar, Reza Arabi Belaghi, Hossein Bevrani (2018)
A New Method for Generating Continuous Bivariate Distribution Families Masoud Ganji, Hossein Bevrani, Nasrin Hami Golzar (2018)
On the distribution-free confidence intervals and universal bounds for quantiles based on joint records Reza Arabi Belaghi, Mehri Noori Asl Sayedlar, Hossein Bevrani, William Volterman, Narayanaswamy Balakrishnan (2018)
On Burr XII distribution analysis under progressive type-ii hybrid censored data Mehri Noori Asl Sayedlar, Reza Arabi Belaghi, Hossein Bevrani (2017)
Some Remarks on the Asymptotic Behavior of the Empirical Availability Function Hossein Bevrani, Viktor Yu. Korolev (2017)
The Lomax-exponential distribution, some properties and applications Nasrin Hami Golzar, Masoud Ganji, Hossein Bevrani (2017)
The Weibull-Rayleigh distribution, some properties, and applications Masoud Ganji, Hossein Bevrani, Nasrin Hami Golzar, Soheila Zabihi (2016)
An approximation to binomial distribution Hossein Bevrani, Serwe Sharifi Far (2015)
THE ANALYSIS OF THE TWO PARAMETER EXPONENTIAL DISTRIBUTION BASED ON PROGRESSIVE TYPE II CENSORED DATA Reza Arabi Belaghi, Hossein Bevrani, Mojtaba Mohammadi (2015)
Robust PID based power system stabiliser: Design and real-time implementation Hassan Bevrani, Takashi Hiyama, Hossein Bevrani (2011)
Bilateral based robust load frequency control Hassan Bevrani, Yasunori Mitani, Tsuji Kiichiro, Hossein Bevrani (2004)
Conference Papers
Estimation of count parameters in zero-inflated Poisson regression model based on Stein-Liu estimators Zahra Zandi, Hossein Bevrani (2025)
Parameters Estimation for Two Lomax Exponential Distributions Under Joint Type-II Censored Data Soheila Akbari Bargoshadi, Hossein Bevrani, Maryam Marouf (2025)
Parameter Estimation for Lomax Exponential Distribution with Type-II Censored Data Soheila Akbari Bargoshadi, Hossein Bevrani, Hossein Gholami (2024)
Liu-type shrinkage estimators in generalized Poisson hurdle regression model Zahra Zandi, Hossein Bevrani (2024)
COMPARING NUMERICAL AND STATISTICAL METHODS FOR ESTIMATING THE LIKELIHOOD FUNCTION PARAMETERS Soheila Akbari Bargoshadi, Hossein Bevrani (2024)
Bayesian Estimation in Regression Models with Restricted Parameter Spaces Hossein Bevrani, Solmaz Seifollahi, Kaniav Kamary (2023)
Combining Regularization and Dropout Techniques for Deep Convolutional Neural Network Zari Farhadi, Hossein Bevrani, MOHAMMAD-REZA FEIZI-DERAKHSHI (2022)
New Almost Unbiased Estimators in Beta Regression Models with Application Solmaz Seifollahi, Hossein Bevrani (2022)
Parameters Estimation of Linear Regression Model using Liu-Type Stein Estimators Zahra Zandi, Hossein Bevrani (2022)
Entropy performance in determining the groundwater quality of Tafresh city (1401)
Groundwater quality monitoring and multi-objective optimal network design using the entropy method (1401)
Signature-based reliability and maintenance modeling for a Coherent system with failure interaction Mahsa Jamali, Reza Ahmadi, Hossein Bevrani (2022)
Shrinkage and Sparse Estimation for High-Dimensional Linear Models Mehri Noori Asl Sayedlar, Hossein Bevrani, Reza Arabi Belaghi, Syed Ejaz Ahmed (2019)
Determining the size of risk in insurance company stocks using the copula function (1397)
Estimation on Burr type III by progressive censoring using the EM and SEM algorithms Reza Arabi Belaghi, Fateme Valizadeh Gamchi, Hossein Bevrani, Özlem Gürünlü Alma (2016)
Choosing the best method for classifying technical and vocational university schools (1394)
Clustering of technical and vocational university schools using the k-means metho (1394)
On the analysis of the two parameter exponential distribution based on progressive type II censored data Reza Arabi Belaghi, Hossein Bevrani, Mojtaba Mohammadi (2015)
Introducing two new lifetime distributions and their applications (1394)
Application of ODE in Statistics and Probability Hossein Bevrani (2015)
A New Method for Generating Families of Bivariate Distributions (1393)
Books
Statistical analysis with Minitab and SPSS (1391)
Advances in PID Control Hassan Bevrani, Hossein Bevrani (2011)
Theses
Statistical Inference of Generalized Poisson Regression Hurdle Model Hayder Hasan Rahmah Al-Gharrawi, Hossein Bevrani, Basim Shlaibah Msallam (2025)
Data mining and statistical analysis of liability insurance information for insurers of Iran Insurance Company (1403)
Signature-based reliability and maintenance planning for a load‎- ‎sharing coherent system operating in a random environment (1403)
Benefits and Downsides of P-value and Bayes Factor in the Statistical Tests (1403)
Analyzing the traffic accident frequency in Iraq using log-linear models Ali Naser Hussein Aladilee, Hossein Bevrani, Jafar Ahmadi Shali (2024)
Artificial Neural Network Analysis Using Statistical Approaches Mohamad Yamen Almohamad, Hossein Bevrani, Ali Akbar Heydari (2024)
Exploring the characteristics and trends of crude oil and its refined products in an Iraq refinery using statistical analysis Raed Abdollah Jaber, Hossein Bevrani, Dariush Najarzadeh (2024)
Data Mining and Statistical Analysis of‎ ‎Economic Indicators of Iran and Russia (1403)
Statistical inference for lifetime models under joint censoring ‎data (1402)
Estimation of logistic regression parameters in the presence of multicollinearity with application to medical data Imad Dakhil Madhloom Alrubaye, Hossein Bevrani (2023)
Bayesian inference in regression models with the restricted parameter space (1402)
Improving the Efficiency of Machine Learning Algorithms by Penalized Regression Methods (1402)
Customer Shopping Cart Analysis Using Data mining Methods (1401)
Influence Diagnostics and Analysis for High-Dimensional Regression (1401)
Comparison of statistical methods and artificial intelligence in forecasting the stock index of Apple‎, ‎Google and Amazon‎ (1401)
Statistical Inference and Simulation for Spatial Regression (1401)
Estimation of gamma regression parameters in the presence of multicollinearity Gheis Rahman Taban Alatvani, Hossein Bevrani (2022)
Classical and Bayesian parameters estimation of lifetime distributions based on censored data Rashad Hossein Mohammad Aghshami, Hossein Bevrani (2022)
Fitting the truncated regression model to count data Sajad Ghaleb Kadhim, Hossein Bevrani, Ali Akbar Heydari (2022)
Statistical inference for finite mixture model of linear regression (1400)
Statistical Inference in High-Dimensional Generalized Linear Models (1400)
Statistical Inference of Zero-Inflated Count Models (1400)
Bayesian beta regression models Samer Abbas Naser, Hossein Bevrani (2021)
Beta Regression Model and Its Applications Ali Hossein Agha, Hossein Bevrani (2021)
Ground water quality monitoring network design using entropy method (1400)
Statistical Model Selection for Gross Domestic Product (1400)
Investigating the impact of renewable and non-renewable energy on economic growth in different countries (1400)
Statistical analysis of mother and child information in Miandoab Health Center (1399)
Stock Price Prediction Using Deep Learning (1398)
The T-X Distribution Family and Its Bayesian Inference (1398)
On the analysis of longitudinal data with missing responses‎ (1397)
Prediction of order statistics (1396)
A binomial noised model for cluster validation (1396)
Stock index prediction using Markov chains (1395)
Data mining for credit card fraud (1395)
Estimation based on the stochastic EM algorithm (1395)
Data Mining of Technical and Vocational University Information (1395)
Statistical Inference Based on Joint Records‎ (1394)
Penalized Maximum Likelihood Estimation (1394)
Data mining With Clustering (1394)
The Discrete Normal Distribution (1393)
Nonparametric Estimation of the Average Availability function‎ (1393)
A method for generating families of continuous distributions (1393)
Stock Price Forecasting Using Bayesian Networks (1392)
Probability function with continuous distributions‎ (1392)
Bayesian inference for categorical data analysis (1392)
Exponential Weibull Distribution (1392)
Data Mining with Logistic Regression (1391)
Data Mining Using Decision Trees (1391)
Online inference for change point problems (1391)
Minimum chi-square distance probability density function given prior density function and moments (1390)
The Pearson System and the Product Pearson-type VII Density Function (1390)
Ranking With Multiple Criteria Decision Making methods (1389)
Estimation of the parameter n in the Binomial distribution (1389)
Nonparametric confidence intervals for quantile intervals and quantile differences based on record statistics (1388)
Bayesian Sample Size Determination via Loss Function (1388)

Research interests

  • Bayesian Statistics
  • Statistical Inflated Models
  • Statistical Simulation
  • Penalized Regression Models
  • Generalized Linear Models
  • Statistical Learning
More

Scientific Societies Membership

More
Powered By Jiro