Shaho Zarei

Education

MSc. in Statistics , Tarbiat Modarres University , Iran (2005 - 2008)
Thesis title: Hierarchical Bayes Models for Small Area Estimation
PhD. in Statistics , AmirKabir University of technology , Iran (2014 - 2018)
Thesis title: Classification and Clustering High-Dimensional Data with Resampling Methods

Courses

Bachelor Of Science

Discrete multivariate methods

Probability

Statistical Methods

Sampling Techniques I & II

Biostatistics

Data Mining

Master Of Science

Statistical Techniques

PHD

Model-based clustering (Seminars, “Sapienza”, University of Rome)

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Research activities

Journal Papers

Robust Bayesian Small Area Estimation Using ‎the ‎sub-Gaussian α-Stable Distribution for Measurement Error ‎in Covariate Serena Arima, Shaho Zarei (2024)

Robust Model-Based Clustering Using the Symmetric alpha-Stable Distribution for Measurement Error (1403)

Cluster-weighted modeling with measurement error in covariates Shaho Zarei (2024)

Using t-distribution for Robust Hierarchical Bayesian Small Area Estimation under Measurement Error in Covariates Shaho Zarei, Serena Arima (2023)

Corrected Likelihood Estimation in Semiparametric Linear Mixed Measurement Error Models: Asymptotic Results Hadi Emami, Shaho Zarei (2022)

A new robust Bayesian small area estimation via α-stable model for estimating the proportion of athletic students in California Shaho Zarei, Serena Arima, Giovanna Jona Lasinio (2021)

Pseudo-stochastic EM for sub-Gaussian α-stable mixture models Shaho Zarei, Adel Mohammadpor (2020)

Using synthetic data and dimensionality reduction in high-dimensional classification via logistic regression Shaho Zarei, Adel Mohammadpor (2019)

On the use of the sub-Gaussian α-stable distribution in cluster-weighted model Shaho Zarei, Adel Mohammadpor, Salvatore Ingrassia, Antonio Punzo (2019)

Finite Population Bayesian Bootstrapping in High-Dimensional Classification via Logistic Regression Shaho Zarei, Adel Mohammadpor, Saeid Rezakhah Varnousfaderani (2018)

APPLICATION AND COMPARISON OF DIFFERENT LINEAR CLASSIFICATION METHODS FOR BREAST CANCER DIAGNOSIS Shaho Zarei, Mina Aminghafari, Hakimeh Zali (2015)

Speech

Bayesian small area estimation with symmetric α-stable distribution of random effects Shaho Zarei (2020)

Theses

Robust semi-supervised learning via model-based classification Dashne Eizzaldin Ahmed, Shaho Zarei (2024)

Robust Model-Based Clustering with Mixture of Experts and α-Stable Distribution (1403)

‎Mixture of expert models for clustering with covariates (1402)

‎A Survey on Model-based Clustering Methods with Copulas‎ (1401)

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Research interests

Statistical Bioinformatics
Official Statistics: Small Area Estimation
High-Dimensional Data
Robust Statistics: Alpha-Stable Distributions
Data Mining: Classification, Clustering, and Regression

Shaho Zarei

Education

Courses

Research activities

Research interests

Links