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دکتر اسماعیل شیرازی

مرتبه علمی: دانشیار

مقطع تحصیلی : دکترا

دانشکده :علوم پایه و فنی مهندسی

گروه :آمار و ریاضی

بیوگرافی

زمینه های تحقیقاتی

  1.  Wavelet-based curves estimation
  2.  Mathematical statistics, nonparametric curve estimation.
  3.  Analysis of time series, spectral density estimation.
  4.  Censored Data Analysis.

مقالات ژورنال

@article{chesneau2014nonparametric,
  title={Nonparametric wavelet regression based on biased data},
  author={Chesneau, Christophe and Shirazi, Esmaeil},
  journal={Communications in Statistics-Theory and Methods},
  volume={43},
  number={13},
  pages={2642--2658},
  year={2014},
  publisher={Taylor \& Francis}
}

@article{chaubey2015mise,
  title={On MISE of a nonlinear wavelet estimator of the regression function based on biased data under strong mixing},
  author={Chaubey, Yogendra P and Shirazi, Esmaeil},
  journal={Communications in Statistics-Theory and Methods},
  volume={44},
  number={5},
  pages={885--899},
  year={2015},
  publisher={Taylor \& Francis}
}

@article{chaubey2013wavelet,
  title={Wavelet-based estimation of regression function for dependent biased data under a given random design},
  author={Chaubey, Yogendra P and Chesneau, Christophe and Shirazi, Esmaeil},
  journal={Journal of Nonparametric Statistics},
  volume={25},
  number={1},
  pages={53--71},
  year={2013},
  publisher={Taylor \& Francis}
}

@article{shirazi2012wavelet,
  title={Wavelet based estimation for the derivative of a density by block thresholding under random censorship},
  author={Shirazi, Esmaeil and Chaubey, Yogendra P and Doosti, Hassan and Nirumand, Hossein Ali},
  journal={Journal of the Korean Statistical Society},
  volume={41},
  number={2},
  pages={199--211},
  year={2012},
  publisher={No longer published by Elsevier}
}

@article{shirazi2013nonparametric,
  title={Nonparametric regression estimates with censored data based on block thresholding method},
  author={Shirazi, E and Doosti, H and Niroumand, HA and Hosseinioun, N},
  journal={Journal of Statistical Planning and Inference},
  volume={143},
  number={7},
  pages={1150--1165},
  year={2013},
  publisher={North-Holland}
}

@article{shirazi2008pak,
  title={Pak. J. Statist. 2008 Vol. 24 (2) pp 99-109 Nonparametric Probability Density Estimation by Maximum penalized likelihood Method for Negatively Dependent Sequence},
  author={Shirazi, E and Nirumand, HA and Doosti, H},
  journal={Pak. J. Statist},
  volume={24},
  number={2},
  pages={99--109},
  year={2008}
}

@article{shirazi2008estimation,
  title={Estimation of the survival function for m-dependent random variables},
  author={Shirazi, Esmaeil, Doosti, Hassan},
  journal={Far East Journal of Theoretical Statistics},
  volume={25},
  number={1},
  pages={135--144},
  year={2008}
}

@article{chaubey2015wavelet,
  title={On wavelet estimation of the derivatives of a density based on biased data},
  author={Chaubey, Yogendra, Shirazi, Esmaeil},
  journal={Communications in Statistics - Theory and Methods},
  pages={4491--4506},
  year={2015}
}

@article{chaubey2010wavelet,
  title={Wavelet-based linear estimation for derivative of a density under random censorship},
  author={Chaubey, C. P., Shirazi. E., Doosti, H. and prakasa. R.},
  journal={Journal of Iranian Statistical Society,},
  volume={9},
  number={1},
  pages={41--51},
  year={2010}
}

@article{shirazi2015multivariate,
  title={Multivariate wavelet-based density estimation with size-biased data},
  author={Shirazi, Esmaeil and Doosti, Hassan},
  journal={Statistical Methodology},
  volume={27},
  pages={12--19},
  year={2015},
  publisher={Elsevier}
}

@article{shirazi2015nonparametric,
  title={Nonparametric Wavelet Regression Estimates for Consecutive Survival data},
  author={Shirazi, Esmaeil and Zarei, Reza},
  journal={TWO METHODS FOR DEFUZZIFICATION OF NUISANCE PARAMETER},
  year={2015}
}

@article{shirazi2019non,
  title={Non-negative density estimation via wavelet block thresholding for biased data},
  author={Shirazi, Esmaeil and Chaubey, Yogendra P},
  journal={Journal of Statistical Theory and Practice},
  volume={13},
  pages={1--21},
  year={2019},
  publisher={Springer International Publishing}
}

@article{ghanbari2019wavelet,
  title={Wavelet estimation of copula function based on censored data},
  author={Ghanbari, Bahareh and Yarmohammadi, Masoud and Hosseinioun, Narges and Shirazi, Esmaeil},
  journal={Journal of Inequalities and Applications},
  volume={2019},
  pages={1--15},
  year={2019},
  publisher={Springer International Publishing}
}

@article{shirazi2022nonparametric,
  title={Nonparametric estimation of a quantile density function under Lp risk via block thresholding method},
  author={Shirazi, Esmaeil and Doosti, Hassan},
  journal={Communications in Statistics-Simulation and Computation},
  volume={51},
  number={2},
  pages={539--553},
  year={2022},
  publisher={Taylor \& Francis}
}

@article{shirazi2022nonparametric,
  title={Nonparametric Wavelet Quantile Density Estimations Based on Biased Data},
  author={Shirazi, Esmaeil},
  journal={Journal of Data Science and Modeling},
  volume={1},
  number={1},
  pages={143--158},
  year={2022},
  publisher={Allameh Tabataba’i University Press}
}

@article{shirazi2020wavelet,
  title={Wavelet-Based Quantile Density Estimation By Block Thresholding Method Under L2 Loss Function},
  author={Shirazi, Esmaeil},
  journal={Journal of Statistical Sciences},
  volume={14},
  number={1},
  pages={195--214},
  year={2020},
  publisher={Journal of Statistical Sciences}
}

@inproceedings{shirazi2020wavelet,
  title={Wavelet-Based Quantile Density Function Estimation Under Random Censorship},
  author={Shirazi, Esmaeil and Doosti, Hassan},
  booktitle={Statistics for Data Science and Policy Analysis},
  pages={195--204},
  year={2020},
  organization={Springer Singapore}
}

@article{shirazi2023empirical,
  title={An empirical estimate of quantile density function in presence of censoring},
  author={Shirazi, Esmaeil},
  journal={Communications in Statistics-Theory and Methods},
  volume={52},
  number={8},
  pages={2718--2734},
  year={2023},
  publisher={Taylor \& Francis}
}

@article{mahdavi2020bank,
  title={Bank Deferrals and Identification of Factors Affecting the Improvement of Loans Repayment: A Case Study of Rudsar Agricultural Bank of Gilan Province},
  author={Mahdavi Roshan, Royia and Mazhari, Reza and Mohammadi Khyareh, Mohsen and Shirazi, Esmail},
  journal={Journal of economics and regional development},
  volume={27},
  number={19},
  pages={133--164},
  year={2020},
  publisher={Ferdowsi University of Mashhad}
}

@article{shirazi2008nonparametric,
  title={Nonparametric probability density estimation by maximum penalized likelihood method for negatively dependent sequence},
  author={Shirazi, Esmaeel and Niroumand, Hossein Ali and Doosti, Hassan},
  journal={Pakistan Journal of Statistics},
  volume={24},
  year={2008}
}

@article{ghanbari2024using,
  title={Using copula information in wavelet estimation of bivariate density function based on censorship observations},
  author={Ghanbari, Bahareh and Shirazi, Esmaeil},
  journal={Communications in Statistics-Theory and Methods},
  volume={53},
  number={5},
  pages={1810--1824},
  year={2024},
  publisher={Taylor \& Francis}
}

@article{ghanbari2023wavelet,
  title={Wavelet estimation of copula density via thresholding methods under censoring},
  author={Ghanbari, Bahareh and Shirazi, Esmaeil},
  journal={Journal of Statistical Theory and Practice},
  volume={17},
  number={1},
  pages={7},
  year={2023},
  publisher={Springer International Publishing Cham}
}

@article{شیرازی2007برآورد,
  title={برآورد حداکثر درستنمایی پارامترهای توزیع نرمال چندمتغیره با مشاهدات گمشده},
  author={شیرازی},
  journal={نشریه دانشجویی آمار (ندا)},
  volume={5},
  number={1},
  pages={26--30},
  year={2007},
  publisher={نشریه دانشجویی آمار (ندا)}
}

@article{shirazi2023block,
  title={Block thresholding in wavelet estimation of the regression function with errors in variables},
  author={Shirazi, Esmaeil},
  journal={International Journal of Nonlinear Analysis and Applications},
  volume={14},
  number={9},
  pages={367--377},
  year={2023},
  publisher={Semnan University}
}

@article{shirazi2024block,
  title={Block thresholding wavelet estimation of copula density based on NSD assumption},
  author={Shirazi, Esmaeil and Ghanbari, Bahareh},
  journal={Communications in Statistics-Simulation and Computation},
  volume={53},
  number={11},
  pages={5103--5121},
  year={2024},
  publisher={Taylor \& Francis}
}

@article{shirazi2023wavelet,
  title={Wavelet block thresholding for copula density estimation under biased sampling},
  author={Shirazi, Esmaeil and Ghanbari, Bahareh and Yarmohammadi, Masoud},
  journal={Journal of Statistical Computation and Simulation},
  volume={93},
  number={14},
  pages={2512--2533},
  year={2023},
  publisher={Taylor \& Francis}
}

@article{shirazi2024evaluation,
  title={Evaluation of threshold selection methods for adaptive wavelet quantile density estimation in the presence of bias},
  author={Shirazi, Esmaeil and Doosti, Hassan},
  journal={Communications in Statistics-Simulation and Computation},
  volume={53},
  number={12},
  pages={6633--6646},
  year={2024},
  publisher={Taylor \& Francis}
}

@article{bahareh2019wavelet,
  title={Wavelet estimation of copula function based on censored data},
  author={Bahareh, Ghanbari and Masoud, Yarmohammadi and Narges, Hosseinioun and Esmaeil, Shirazi},
  journal={Journal of Inequalities and Applications},
  volume={2019},
  number={1},
  year={2019},
  publisher={Springer Nature BV}
}

@article{shirazi2024new,
  title={A new wavelet-based estimation of conditional density via block threshold method},
  author={Shirazi, Esmaeil and Faugeras, Olivier P},
  journal={Communications in Statistics-Theory and Methods},
  volume={53},
  number={22},
  pages={8155--8165},
  year={2024},
  publisher={Taylor \& Francis}
}

@article{rahmati2025wavelet,
  title={Wavelet shrinkage in estimation of regression function with error in variables},
  author={Rahmati, Ghodratollah and Shirazi, Esmaeil and Yarmohammadi, Masoud and Nasiri, Parviz},
  journal={International Journal of Nonlinear Analysis and Applications},
  year={2025},
  publisher={Semnan University}
}

طرح های پژوهشی

1- برآورد ناپارامتریک تابع رگرسیونی بر اساس داده‌های متوالی بقا به روش موجک. مجری طرح، سال 1394.

2- برآورد ضرایب در مدلهای خطای اندازه‌گیری به روش کمترین مربعات تعمیم یافته. مجری طرح، سال 1394.

3- برآورد ضرایب رگرسیونی به روش درستنمایی ماکسیمم تاوانیده. مجری طرح، سال 1395.

4- رگرسیون خطی فازی. مجری طرح، سال 1395.

5- آماره‌های مرتب تعمیم یافته. مجری طرح، سال 1396.

6- رگرسیون استوار. مجری طرح، سال 1396.

پایان نامه و رساله

  •  برقراری نظم در تقریب های موجک، پایان نامه مقطع کارشناسی ارشد، استاد راهنما دکتر حسینعلی نیرومند.1386
  • برآورد ناپارامتری توابع آماری به روش موجک و بر اساس مشاهدات سانسور، رساله مقطع دکتری، استاد راهنما دکتر حسینعلی نیرومند، 1391

تالیفات

1- A Comprehensive Statistical Software Training for MINITAB 16, The First Edition, 1394.

2- Statistics and Its Application in Science and Engineering, The First Edition, 1396.

برنامه هفتگی

دروس تدریس شده

1- Mathematical Statistics 1, 2

2- Time series 1

3- Regression 1 ,2

4- Basics of probability and statistics 

5- Probablity 1 ,2

6- Engineering Statistics

7- Statistical Quality Control

8- Design of Experiments 1 , 2

9- Statistics for Management and Economics

دانلودها