Zahra Rezaei Ghahroodi

Associate Professor

Update: 2024-12-04

Zahra Rezaei Ghahroodi

College of Science / Faculty of Mathematics, Statistics and Computer Science

Journal Paper

  1. "Association of the medication protocols and longitudinal change of COVID-19 symptoms: a hospital-based mixed-statistical methods study"
    Zahra Rezaei Ghahroodi, Samaneh Eftekhari Mahabadi, [] [], Ramin Sami, Marjan Mansorian
    JOURNAL OF BIOPHARMACEUTICAL STATISTICS, Vol. 4, No 34, 2024
  2. "Address matching using machine learning methods: An application to register-based census"
    Zahra Rezaei Ghahroodi, Hassan Ranji, Alireza Rezaee
    Statistical Journal of the IAOS, Vol. 1, No 40, pp.1-16, 2024
  3. "Validation Data-Located Modification for the Multilevel Analysis of Miscategorized Nominal Response with Covariates Subject to Measurement Error"
    Maryam Ahangari, Mousa Golalizadeh, Zahra Rezaei Ghahroodi
    Mathematical Methods of Statistics, Vol. 32, No 4, pp.223-240, 2023
  4. "Maximum Approximated Likelihood Estimation in Generalized Linear Multilevel Model for Nominal Response with Covariates Subject to Measurement Error"
    Maryam Ahangari, Mousa Golalizadeh, Zahra Rezaei Ghahroodi
    Journal of Sciences, Islamic Republic of Iran, Vol. 4, No 34, pp.333-348, 2023
  5. "Statistical matching of sample survey data: application to integrate Iranian time use and labour force surveys"
    Zahra Rezaei Ghahroodi
    Statistical Methods and Applications, Vol. 32, No 2, 2023
  6. "Traffic violation analysis using time series, clustering and panel zero-truncated one-inflated mixed model"
    Zahra Rezaei Ghahroodi, Samaneh Eftekhari Mahabadi, Sara Bourbour, Helia Safarkhanloo, Shokoufa Zeynali
    International Journal of Injury Control and Safety Promotion, Vol. 29, No 4, pp.1-21, 2022
  7. "Discrete degradation modeling using generalized mixed effect model"
    Fatemeh Hassantabar Darzi, Hasan Misaii, Zahra Rezaei Ghahroodi, Firouzeh Haghighi
    Journal of Statistical Modelling: Theory and Applications (JSMTA), Vol. 2, No 1, pp.39-45, 2021
  8. "Assessing the Effects of Important Factors and Province Heterogeneity on Different Quantiles of Hospitalization Cost"
    Zahra Rezaei Ghahroodi, Mojtaba Ganjali
    Expert Review of Pharmacoeconomics & Outcomes Research, Vol. 21, No 5, pp.1-14, 2021
  9. "Labour accounts in Iran, Australia and Denmark"
    Farhad Mehran, Zahra Rezaei Ghahroodi
    Statistical Journal of the IAOS, Vol. issue3, No 36, 2020
  10. "Likelihood Inference in the Random Effects Logistic Regression Model with Response Misclassification and Covariate Subject to Measurement Error"
    Maryam Ahangari, Moosa Golalizadeh, Zahra Rezaei Ghahroodi
    Journal of Statistical Research of Iran, Vol. 16, No 1, pp.255-286, 2019
  11. "Gaussian Copula–based Regression Models for the Analysis of Mixed Outcomes: An Application on Household's Utilization of Health Services Data"
    Zahra Rezaei Ghahroodi, Roshanak Aliakbari Saba, Taban Baghfalaki
    Journal of Statistical Theory and Applications, Vol. 18, No 3, 2019
  12. "Determinants of household’s health expenditures: A population-based study"
    Yadollah Mehrabi, Abolfazl Payandeh, Zahra Rezaei Ghahroodi, Farid Zayeri
    JOURNAL OF PARAMEDICAL SCIENCES, Vol. 9, No 2, pp.27-32, 2018
  13. "Analysis of mixed correlated semi-continuous and β-inflated Poisson responses"
    Zahra Rezaei Ghahroodi
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, Vol. 47, No 10, pp.2992-3007, 2017
  14. "Health Expenditure Modelling in Southeast of Iran: A Population-Based Setting Using Quantile Regression Perspective"
    Zahra Rezaei Ghahroodi, Abolfazl Payandeh, Yadollah Mehrabi, Farid Zayeri
    Health Scope, Vol. In Press, 2017
  15. "Mean and cell-mean imputation resulting in the use of a semicontinuous distribution and a mixture of semicontinuous distributions"
    Zahra Rezaei Ghahroodi, Roshanak Aliakbari Saba, David Berridge, Kaveh Kiani
    COMMUNICATIONS IN STATISTICS-THEORY AND METHODS, Vol. 46, No 23, pp.11450-11465, 2016
  16. "Outlier Detection and a Method of Adjustment for the Iranian Manufacturing Establishment Survey Data"
    Zahra Rezaei Ghahroodi, Mojtaba Ganjali, Taban Baghfalaki
    Applications and Applied Mathematics, Vol. 10, No 1, pp.588-608, 2015
  17. "Economic Design of T2 − V SSC Chart Using Genetic Algorithms"
    Marzieh Arbabi, زهرا رضائی قهرودی
    JIRSS-Journal of the Iranian Statistical Society, Vol. 13, No 2, pp.225-247, 2014
  18. "A Bayesian approach for analysing longitudinal nominal outcomes using random coefficients transitional generalized logit model: an application to the labour force survey data"
    Zahra Rezaei Ghahroodi, Mojtaba Ganjali
    JOURNAL OF APPLIED STATISTICS, Vol. 40, No 7, pp.1425-1445, 2013
  19. "Bivariate transition model for analysing ordinal and nominal categorical responses: an application to the Labour Force Survey data"
    Zahra Rezaei Ghahroodi, Mojtaba Ganjali, Fatemeh Harandi, David Berridge
    JOURNAL OF APPLIED STATISTICS, Vol. 38, No 4, pp.817-832, 2011
  20. "An Appraisal of Methods for the Analysis of Longitudinal Ordinal Response Data with Random Dropout Using a Nonhomogeneous Markov Model"
    Zahra Rezaei Ghahroodi, Mojtaba Ganjali, Hamidreza Navvabpour, David Berridge
    COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, Vol. 39, No 5, pp.1027-1048, 2010
  21. "Models for Longitudinal Analysis of Binary Response Data for Identifying the Effects of Different Treatments on Insomnia"
    Zahra Rezaei Ghahroodi, Mojtaba Ganjali, Iraj Kazemi
    Applied Mathematical Sciences, Vol. 4, No 62, pp.3067-3082, 2010
  22. "Testing Homogeneity in Markov Models for Analyzing Longitudinal Ordinal Response Data with Random Dropout"
    Zahra Rezaei Ghahroodi, Mojtaba Ganjali
    Journal of Statistical Theory and Applications, Vol. 8, No 2, pp.125-139, 2009
  23. "A Transition Model for Ordinal Response Data with Random Dropout: An Application to the Fluvoxamine Data"
    Zahra Rezaei Ghahroodi, Mojtaba Ganjali, David Berridge
    JOURNAL OF BIOPHARMACEUTICAL STATISTICS, Vol. 19, No 4, pp.658-671, 2009
  24. "A transition model for analysis of repeated measure ordinal response data to identify the effects of different treatments"
    Zahra Rezaei Ghahroodi, Mojtaba Ganjali
    DRUG INFORMATION JOURNAL, Vol. 41, No 4, pp.527-534, 2007
  25. "Clustering Longitudinal Profiles Using Non-parametric and Semi-parametric Mixed Effects Models"
    میثم تسلی زاده, Zahra Rezaei Ghahroodi
    Journal of Statistical Sciences, Vol. 11, No 2, pp.263-284, 2639
  26. "Application of Response Time Models in Measuring Ability of the Children's Quantitative Reasoning"
    قاسم کشاورز گرامی, محمدرضا فلسفی نژاد, جلیل یونسی, علی دلاور, Zahra Rezaei Ghahroodi
    Quarterly Journal of Educational Measurement, Vol. 14, No 53, 2024
  27. "Improving Fellegi-Sunter Model in Record Linkage Using Log-linear Model and Weight Adjustment"
    علیرضا موفقی اردستانی, Zahra Rezaei Ghahroodi
    Journal of Statistical Sciences, Vol. 17, No 1, pp.177-199, 2023
  28. "Record Linkage with Machine Learning Methods"
    Zhina Aghamohammadi, Zahra Rezaei Ghahroodi
    Journal of Statistical Sciences, Vol. 16, No 1, pp.1-24, 2022
  29. "Designing a Longitudinal Survey on the Development of Iranian Children and Adolescents"
    Zahra Rezaei Ghahroodi, هلیا صفرخانلو, عسل خلیل زاده, Yadollah Mehrabi, علی رحیمی
    Health system research, Vol. 1, No 17, pp.53-62, 2021
  30. "Using Machine Ⅼearning Ⅽⅼassifiⅽation Aⅼgorithⅿs in Official Statistics"
    Zahra Rezaei Ghahroodi, حسن رنجی, alireza rezaee
    Journal of Statistical Sciences, Vol. 15, No 1, pp.119-146, 2021
  31. "Statistical Matching in ‘Labour Force’ and ‘Time Use’ Surveys"
    هادی خدابنده لو, Zahra Rezaei Ghahroodi
    Iranian Journal of Official Statistics Studies, Vol. 30, No 2, pp.531-548, 2020
  32. "First Steps for Preparing Employment account for 2011 in Iran"
    Zahra Rezaei Ghahroodi, Farhad Mehran, Sepideh Salehi
    Iran Journal of Economic Research, Vol. 24, No 80, pp.233-266, 2019
  33. "Estimation of Job Vacancy in Iran"
    Zahra Rezaei Ghahroodi, Farhad Mehran, معصومه محمدی
    Iranian Journal of Official Statistics Studies, Vol. 28, No 1, pp.41-71, 2017
  34. "Modeling the Number of Claims Data in Sport Insurance"
    مریم کریمی باجه باج, آتوسا گودرزی, Zahra Rezaei Ghahroodi
    Iranian Journal of Official Statistics Studies, Vol. 27, No 1, pp.17-35, 2016
  35. "Modeling and forecasting mortality in Iran: 1996-2041"
    حسن عینی زیناب, فریده شمس قهفرخی, علیرضا ساجدی, اردشیر خسروی, علیرضا زاهدیان, Zahra Rezaei Ghahroodi, طاها نورالهی
    hakim, Vol. 18, No 4, pp.336-346, 2015
  36. "Ranking of Provinces Based on Expenditure and Income Pattern of Country’s Households by Simultaneous Random Effects Equations"
    Zahra Rezaei Ghahroodi, Taban Baghfalaki
    Iranian Journal of Official Statistics Studies, Vol. 25, No 1, pp.91-114, 2014
  37. "Consumption pattern in the life cycle of urban households"
    Zahra Rezaei Ghahroodi
    Social Welfare Quarterly, Vol. 14, No 49, pp.213-234, 2013
  38. "Study of Investment Pattern and Determining Effective Factors on Household Investment during 1999-2011"
    Zahra Rezaei Ghahroodi
    Iranian Journal of Official Statistics Studies, Vol. 23, No 2, pp.179-198, 2012
  39. "Trend Analysis of Country Household Composition (1996-2006)"
    Zahra Rezaei Ghahroodi, زهرا فیروزی حاجی, Fatemeh Harandi
    Social Welfare Quarterly, Vol. 10, No 39, pp.201-246, 2011
  40. "Non-Bayesian Multiple Imputation"
    Zahra Rezaei Ghahroodi
    Iranian Journal of Official Statistics Studies, Vol. 20, No 1, pp.153-191, 2009
  41. "Transition Models for Analyzing Longitudinal Data with Bivariate Mixed Ordinal and Nominal Responses"
    Zahra Rezaei Ghahroodi, مجتبی گنجعلی, Fatemeh Harandi
    Journal of Statistical Research of Iran, Vol. 5, No 1, pp.75-94, 2008
  42. "Nonresponse Adjustment Methods and Modeling Employment Status of People Using Weighted Estimating Equations"
    Mojtaba Ganjali, Hassan Ranji, Zahra Rezaei Ghahroodi
    Amirkabir (Journal of Science and Technology), Vol. 18, No 67, 2008

Conference Paper

  1. "Asymptotic Properties of Approximated Maximum Likelihood Estimators in Measurement Error Problems"
    Maryam Ahangari, Mousa Golalizadeh, Zahra Rezaei Ghahroodi
    The 14th Seminar on Probability and Stochastic Processes, 2023
  2. "Why Drivers May Not Buckle Up? An Investigation on Factors That Affect Seat Belt Violations"
    Omid Armantalab, Mahmoud Mesbah, Sara Bourbour, Zahra Rezaei Ghahroodi
    Transportation Research Board 101st Annual Meeting, 2022
  3. "Bayesian Methods for Modeling Repeated Measures of Discrete Degradation"
    Fatemh Hassantabar, [] [], Zahra Rezaei Ghahroodi, Firouzeh Haghighi
    15th Iranian Statistics Conference, 2020
  4. "Analysis of Longitudinal Data with Covariate Measurement Error"
    Maryam Ahangari, Moosa Golalizadeh, Zahra Rezaei Ghahroodi
    15th Iranian Statistics Conference, 2020
  5. "Boosted multivariate trees for longitudinal analysis of COVID-19 data"
    [] [], Zahra Rezaei Ghahroodi, Samaneh Eftekhari Mahabadi, Marjan Mansorian
    The 17th Iranian Statistics Conference, 2024
  6. "Bank Customer Churn Prediction Using Machine Learning Methods"
    Zahra Rezaei Ghahroodi, لادن فریدی
    The 17th Iranian Statistics Conference, 2024
  7. "Machine Learning Methods for Imputation of Missing data in Establishment Survey"
    Zahra Rezaei Ghahroodi, مینا گندمی, مهرداد قادری
    The 17th Iranian Statistics Conference, 2024
  8. "Introducing the CIM algorithm for causal discovery in longitudinal data using a mixture of DAGs"
    کوثر عبدالهی, Zahra Rezaei Ghahroodi
    The 17th Iranian Statistics Conference, 2024
  9. "Improving statistical matching methods using auxiliary information"
    علیرضا موفقی اردستانی, Zahra Rezaei Ghahroodi
    The 17th Iranian Statistics Conference, 2024
  10. "Applications of Fellegi–Sunter‘s model to record linkage"
    Zahra Rezaei Ghahroodi, علیرضا موفقی اردستانی
    16 th Iranian Statistics Conference, 2022
  11. "Structural Multilevel Modelling in Combination with Misclassification and Measurement Error in Covariates"
    Maryam Ahangari, Mousa Golalizadeh, Zahra Rezaei Ghahroodi
    16 th Iranian Statistics Conference, 2022
  12. "The Use of Classification and Text Mining Statistical Learning Algorithms in Official Statistics"
    Zahra Rezaei Ghahroodi
    The first Seminar on Data Science and Applications, 2021
  13. "Machine Learning and Text Mining in Official Statistics"
    Zahra Rezaei Ghahroodi, حسن رنجی, علیرضا رضایی
    15th Iranian Statistics Conference, 2020
  14. "Statistical Matching in ‘Labour Force’ and ‘Time Use’ Surveys"
    هادی خدابنده لو, Zahra Rezaei Ghahroodi
    15th Iranian Statistics Conference, 2020