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Samaneh Eftekhari Mahabadi

Associate Professor

Update: 2026-09-23

Samaneh Eftekhari Mahabadi

دانشکده ریاضی، آمار و علوم کامپیوتر / گروه آموزشی آمار

Journal Paper

  1. "A Hybrid Model‑Based Recursive Partitioning Framework for Subgroup Analysis Using Semiparametric and Non‑Parametric Competing Risk Models in COVID‑19 Hospitalizations"
    Zahra Rezaei Ghahroodi, Samaneh Eftekhari Mahabadi, Elahe Momeni, Mohammad Arashi, Marjan Mansorian
    Statistics in Biosciences, Vol. Issue 1, 2026
  2. "Hippocampal nicotinic acetylcholine receptor signaling mediates the anti-allodynic effect of ketamine and morphine on neuropathic pain"
    رومینا رحیمی نژاد ستا, Samaneh Eftekhari Mahabadi, Ladan Delphi, سکینه علیجان پور, Ameneh Rezayof
    NEUROSCIENCE, Vol. 565, No 1, pp.138-147, 2024
  3. "Innovative Statistical Model Uncover Effective Herbal Medicines Among Personalized Treatment Plans in Persian Medicine: A Small-Scale Study in Type 2 Diabetes"
    Samaneh Eftekhari Mahabadi, Reza Khalife, Roshanak Ghods, L. Susan Wieland, Ricardo Ghelman, Asie Shojaii, Armin Zareian, Nafiseh Hosseini Yekta
    Journal of Integrative and Complementary Medicine, Vol. 0000, 2024
  4. "Implementation of the sequential optimal design strategy in Type-II progressive censoring with the GLM-based mechanism"
    Fatemeh Hassantabar Darzi, Firouzeh Haghighi, Samaneh Eftekhari Mahabadi
    Journal of the Korean Statistical Society, Vol. 5, No 100, 2024
  5. "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
  6. "Bayesian second-order sensitivity of longitudinal inferences to non-ignorability: an application to antidepressant clinical trial data"
    Elahe Momeni, Samaneh Eftekhari Mahabadi
    International Journal of Biostatistics, 2023
  7. "Type-II progressive censoring with GLM-based random removal mechanism dependent on the experimental conditions"
    Fatemeh Hassantabar Darzi, Samaneh Eftekhari Mahabadi, Firouzeh Haghighi
    JOURNAL OF APPLIED STATISTICS, Vol. 00, pp.1-30, 2022
  8. "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
  9. "Multi-objective optimal design strategy under type-II progressive censoring with random dependent removal model"
    Fatemeh Hassantabar Darzi, Firouzeh Haghighi, Samaneh Eftekhari Mahabadi
    Journal of Statistical Modelling: Theory and Applications (JSMTA), Vol. 3, No 2, 2022
  10. "Multiple imputation of masked competing risks data using machine learning algorithms"
    حسن میسایی, Samaneh Eftekhari Mahabadi, Firouzeh Haghighi
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, Vol. 00, pp.1-26, 2022
  11. "Missing data imputation using supervised learning methods"
    Behzad Rezayi, Samaneh Eftekhari Mahabadi
    Journal of Statistical Modelling: Theory and Applications (JSMTA), Vol. 1, No 1, pp.1-10, 2021
  12. "Analysis of cross countries income inequality panel data: Using random effect regression trees"
    Hasan Kiayi, Samaneh Eftekhari Mahabadi
    Journal of Statistical Modelling: Theory and Applications (JSMTA), Vol. 1, No 2, pp.91-98, 2021
  13. "Bayesian sensitivity analysis to the non-ignorable missing cause of failure for hybrid censored competing risks data"
    fariba Azizi, Samaneh Eftekhari Mahabadi, الهام مسیبی
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, pp.1-28, 2020
  14. "Analysis of masked competing risks data with cause and time dependent masking mechanism"
    Hassan Missaei, Samaneh Eftekhari Mahabadi, Firouzeh Haghighi
    JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, pp.1-11, 2020
  15. "Masked Data Analysis based on the Generalized Linear Model"
    Hasan Misaii, Firouzeh Haghighi, Samaneh Eftekhari Mahabadi
    International Journal of Reliability, Risk and Safety: Theory and Application, 2020
  16. "Second-order local sensitivity to non-ignorability in Bayesian inferences"
    Samaneh Eftekhari Mahabadi
    STATISTICS IN MEDICINE, Vol. 37, No 1, pp.1-21, 2018
  17. "Skew-mixed effects model for multivariate longitudinal data with categorical outcomes and missingness"
    Samaneh Eftekhari Mahabadi, Elaheh Rahimi Jafari
    JOURNAL OF APPLIED STATISTICS, Vol. 0000, pp.1-20, 2017
  18. "EVALUATION OF AUTHENTICITY ON THE BASIS OF THE NARA GRID IN ADAPTIVE REUSE OF MANOCHEHRI HISTORICAL HOUSE KASHAN, IRAN"
    Parastoo Eshrati, Somayeh Fadaei Nezhad Bahramjerdi, Samaneh Eftekhari Mahabadi, Mitra Azad
    ARCHNET-IJAR INTERNATIONAL JOURNAL OF ARCHITECTURAL RESEARCH, Vol. 11, No 3, pp.214-230, 2017
  19. "Relevance Vector Machine for Survival Analysis"
    Farkhondeh Kiaee, Hamid Sheikhzadeh, Samaneh Eftekhari Mahabadi
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, Vol. 27, No 3, pp.1-1, 2016
  20. "Sparse Bayesian mixed-effects extreme learning machine, an approach for unobserved clustered heterogeneity"
    Farkhondeh Kiaee, Hamid Sheikhzadeh, Samaneh Eftekhari Mahabadi
    NEUROCOMPUTING, Vol. 175, pp.411-420, 2016
  21. "Determinants of Inflation in Selected Countries"
    Samaneh Eftekhari Mahabadi, Hasan Kiayi
    Money and Economy, Vol. 10, No 2, pp.113-143, 2015
  22. "A Bayesian approach for sensitivity analysis of incomplete multivariate longitudinal data with potential nonrandom dropout"
    Samaneh Eftekhari Mahabadi, Mojtaba Ganjali
    Metron-International Journal of Statistics, Vol. 73, No 3, 2015
  23. "A Bayesian Shared Parameter Model for Incomplete Semicontinuous longitudinal Data: An Application To Toenail Dermatophyte Onychomycosis Study"
    Samaneh Eftekhari Mahabadi
    Journal of Statistical Theory and Applications, Vol. 4, No 13, pp.317-332, 2014
  24. "An index of local sensitivity to non-ignorability for parametric survival models with potential non-random missing covariate: an application to the SEER cancer registry data"
    Samaneh Eftekhari Mahabadi, Mojtaba Ganjali
    JOURNAL OF APPLIED STATISTICS, Vol. 39, No 11, pp.2327-2348, 2012
  25. "Compound optimal design approach under Type-II progressive censoring with random removal dependent on the failure distances"
    Fatemh Hassantabar, Firouzeh Haghighi, Samaneh Eftekhari Mahabadi
    Andisheye Amari, Vol. 54, No 1, 2023
  26. "Comparison of Appropriate Imputation Methods for Censored Values in Geochemical Data"
    Seyed Ali Hosseini, Samaneh Eftekhari Mahabadi, Omid Asghari
    Journal of Aalytical and Numerical Methods in Mining Engineering, Vol. 1, No 9, pp.63-72, 2015
  27. "Analysis of Longitudinal Ordinal Responses with Non- Monotone Missingness in Evaluation of the Effect of Comprehensive Treatment on the Performance of Patients with Psychosis"
    Parisa Rezaneghad Asl, Mostafa Hosseini, Samaneh Eftekhari Mahabadi, Mahmood Mahmoody, Keramatolah Noori
    Iranian Journal of Epidemiology, Vol. 10, No 3, pp.35-42, 2014
  28. "Determining the effects of the risk factors on severity of symptoms in the first episode psychosis patients using transitional model"
    Parisa Sabooni Aghdam, Samaneh Eftekhari Mahabadi, Masoud Karimloo, Akbar Biglarian
    Razi journal of medical sciences, Vol. 20, No 116, pp.1-8, 2014
  29. "Assessing Simultaneous Effects of Some Factors on Household Poverty Status, Income and Economic Activity Status"
    Zahra Rezaeei Ghahroodi, مجتبی گنجعلی, Samaneh Eftekhari Mahabadi
    monetary & Financial economy, Vol. 20, No 6, pp.171-189, 2013
  30. "Consumption Profile of Urban Households over the Life Cycle During 1996-2008"
    Zahra Rezaeei Ghahroodi, Neda Mostafavi, Samaneh Eftekhari Mahabadi
    Social Welfare Quarterly, Vol. 13, No 49, pp.213-234, 2013

Conference Paper

  1. "Assessing the Impact of Incomplete Data on the Accuracy of the KNN Classier: A Comparison of Multiple Imputations Algorithms"
    Parham Hassan, Samaneh Eftekhari Mahabadi
    The 17th Iranian Statistics Conference, 2024
  2. "A Shared Parameter Regression Tree Model"
    معصومه اسمعیل زاده, Samaneh Eftekhari Mahabadi, Parham Hassan
    The 17th Iranian Statistics Conference, 2024
  3. "Impact of COVID-19 on the Stability of Islamic Banking: Using Linear Spline Mixed Effect Models"
    Hasan Kiaee, Samaneh Eftekhari Mahabadi
    The 13th International Conference on Islamic Economics and Finance (13th-ICIEF) & The 7th International Islamic Monetary Economics and Finance Conference (7th-IIMEFC) (13th-ICIEF & 7th IIMEFC 2021), 2021
  4. "Bayesian Non-Linear Sensitivity to Non-Ignorability for Incomplete Longitudinal Data"
    Elahe Momeni, Samaneh Eftekhari Mahabadi
    15th Iranian Statistics Conference, 2020
  5. "Analysis of Cross Countries Income Inequality Panel Data: Using Random Effect Regression Trees"
    Hasan Kiaee, Samaneh Eftekhari Mahabadi
    15th Iranian Statistics Conference, 2020
  6. "Non-Linear Local Sensitivity Analysis to Incomplete Binary Outcomes"
    Arezoo Bagheri Sereshki, Samaneh Eftekhari Mahabadi
    15th Iranian Statistics Conference, 2020
  7. "Bayesian Second-Order Sensitivity to Concurrent Missing Outcome and Covariates"
    Elahe Momeni, Samaneh Eftekhari Mahabadi, Maryam Jabbary khasraghi
    15th Iranian Statistics Conference, 2020
  8. "Multiple Imputation Using Supervised Learning Methods"
    [] [], Samaneh Eftekhari Mahabadi
    15th Iranian Statistics Conference, 2020
  9. "Analysis of Masked Competing Risks Data Using Machine Learning Imputation Methods"
    [] [], Samaneh Eftekhari Mahabadi, Negin Jafari, Firouzeh Haghighi
    The 6th Seminar on Reliability Theory and its Applications, 2020
  10. "Optimum Type-II Progressive Censoring Scheme with Random Removal Based on Cost Model"
    Fatemh Hassantabar, [] [], Samaneh Eftekhari Mahabadi, Firouzeh Haghighi
    The 6th Seminar on Reliability Theory and its Applications, 2020
  11. "bayesian analysis of masked data with non-ignorable missing mechanism"
    Hasan Misaii, Firouzeh Haghighi, Samaneh Eftekhari Mahabadi
    5th Reliability Theory and its Applications, 2019
  12. "Bayesian Nonparametric Approach to Clustering Longitudinal Binary Data"
    Elahe Momeni Roochi, Samaneh Eftekhari Mahabadi
    14th Iranian Statistics Conference, 2018
  13. "A N ew Useful Three-Parameter Extension of the Exponential-Power Series Distribution"
    Fatemeh Hassantabar Darzi, Samaneh Eftekhari Mahabadi
    14th Iranian Statistics Conference, 2018
  14. "Longitudinal Analysis of Islamic Banking Vulnerability: Using Generalized Estimating Equations"
    Hasan Kiayi, Samaneh Eftekhari Mahabadi
    8th International Conference on Islamic Banking and Finance: Risk Management, Regulation, and Supervision, 2017
  15. "Determinants of Islamic Banking Stability: Using Generalized Additive Models"
    Samaneh Eftekhari Mahabadi, Hasan Kiayi
    8th International Conference on Islamic Banking and Finance: Risk Management, Regulation, and Supervision, 2017
  16. "Analysis of Masked Data with non-ignorable missing mechanism"
    Hasan Misaii, Samaneh Eftekhari Mahabadi
    Reliability Theory and its Applications, 2016
  17. "Bayesian Sensitivity Analysis for Competing Risks Data With Missing Cause of Failure"
    Fariba Azizi, Samaneh Eftekhari Mahabadi, Elham Mosayebi
    Reliability Theory and its Applications, 2015
  18. "Psychology of financial markets based on social network data"
    Zahra Khatibi, Samaneh Eftekhari Mahabadi, Mahdi Nouri
    The 17th Iranian Statistics Conference, 2024
  19. "Fraud detection methodology in the capital market"
    مهیار محمدی متین, Samaneh Eftekhari Mahabadi, Mahdi Nouri
    The 17th Iranian Statistics Conference, 2024
  20. "Boosted multivariate trees for longitudinal analysis of COVID-19 data"
    [] [], Zahra Rezaei Ghahroodi, Samaneh Eftekhari Mahabadi, Marjan Mansorian
    The 17th Iranian Statistics Conference, 2024
  21. "Applying ensemble learning methods for the imputaion of at random missingness"
    انسیه بالاهنگ, Samaneh Eftekhari Mahabadi
    14th national seminar on probability and random processes, 2023
  22. "Analyzing Influential Factors on probability of human injury in Fire events Using Data Mining Methods"
    Samaneh Eftekhari Mahabadi, Mahdis Hoseini
    1st National Conference on Fire Fighting Command, 2017
  23. "Early Warning System for bankruptcy in the banking system"
    Samaneh Eftekhari Mahabadi, Mahsa Panahi, Mohammad Talebi
    27th Annual Conference on Monetary and Foreign Exchange Rate Policy: Financial Stability, The Required Ground For Sustainable Economic Growth, 2017
  24. "Validation of Customers in Qard-Al-Hasan Loans of Bank Saderat Iran"
    Samaneh Eftekhari Mahabadi, Niloofar Ebrahimi, Hasan Kiayi
    27th Annual Conference on Monetary and Foreign Exchange Rate Policy: Financial Stability, The Required Ground For Sustainable Economic Growth, 2017
  25. "Financial Soundness Indicator and Banking Crisis"
    Mahsa Panahi, Samaneh Eftekhari Mahabadi
    The First National Conference on Modelling Mathematics and Statistics in Applied Studies, 2017
  26. "Assessing Influential Factors on probability of human injury in Fire events Using Logistic Regression Model"
    Mahdis Hoseini, Samaneh Eftekhari Mahabadi
    The First National Conference on Modelling Mathematics and Statistics in Applied Studies, 2017
  27. "Modelling Longitudinal Data with Non-Normal Responses using Generalized Estimating Equations: Analysis of Infant Colic Data"
    Mahdieh Bayat, Samaneh Eftekhari Mahabadi
    The First National Conference on Modelling Mathematics and Statistics in Applied Studies, 2017
  28. "Modeling Repeated Measurements of Discrete Degradation over time"
    Samaneh Eftekhari Mahabadi, Hasan Misaii
    13th Iranian Statistics Conference, 2016
  29. "Analysis of Longitudinal studies with Incomplete Multivariate Ordinal Responses using Skew mixed effect models"
    Elaheh Rahimi Jafari, Samaneh Eftekhari Mahabadi
    13th Iranian Statistics Conference, 2016
  30. "The relationship between visual features and readability of a Persian font using logistic and poisson regression"
    Narges Tavakoli, Samaneh Eftekhari Mahabadi, Soudabeh Salehi
    13th Iranian Statistics Conference, 2016