Research

Research Interests

High-dimensional Data Analysis, Statistical Epigenetic, Survival Analysis, Variable Selection, Data Science, Frequentist and Bayesian Analysis, Computational Statistics, Small Area Estimation, Non-parametric Statistics, Data Mining, Actuarial Science, Software and Applet Development.

See ORCID for more details.

Publications

Peer Reviewed

2021

Shokoohi, Farhad; Stephens, David A; Greenwood, Celia M T

Identifying Differential Methylation in Cancer Epigenetics via a Bayesian Functional Regression Model Journal Article Forthcoming

submitted , Forthcoming.

Abstract | Links | BibTeX | Altmetric

2019

Shokoohi, Farhad; Khalili, Abbas; Asgharian, Masoud; Lin, Shili

Capturing heterogeneity of covariate effects in hidden subpopulations in the presence of censoring and large number of covariates Journal Article

The Annals of Applied Statistics, 13 (1), pp. 444-465, 2019.

Abstract | Links | BibTeX | Altmetric

2018

Shokoohi, Farhad; Stephens, David A; Bourque, Guillaume; Pastinen, Tomi; Greenwood, Celia M T; Labbe, Aurélie

A hidden Markov model for identifying differentially methylated sites in bisulfite sequencing data Journal Article

Biometrics, 75 , pp. 210-221, 2018.

Abstract | Links | BibTeX | Altmetric

Shokoohi, Farhad; Torabi, Mahmoud

Semi‐parametric small‐area estimation by combining time‐series and cross‐sectional data methods Journal Article

Australia & New Zealand Journal of Statistics, 60 (3), pp. 323-342, 2018.

Abstract | Links | BibTeX | Altmetric

2015

Torabi, Mahmoud; Shokoohi, Farhad

Non‐parametric generalized linear mixed models in small area estimation Journal Article

The Canadian Journal of Statistics, 43 , pp. 82–96, 2015.

Abstract | Links | BibTeX | Altmetric

2013

Mahmoudvand, Rahim; Edalati, Alireza; Shokoohi, Farhad

Bonus-malus system in Iran: An empirical evaluation Journal Article

Journal of Data Science, 11 (1), pp. 29-41, 2013.

Abstract | Links | BibTeX

2012

Torabi, Mahmoud; Shokoohi, Farhad

Likelihood inference in small-area estimation by combining time-series and cross-sectional data Journal Article

Journal of Multivariate Analysis, 111 , pp. 213-221, 2012.

Abstract | Links | BibTeX | Altmetric

Torabi, Mahmoud; Shokoohi, Farhad

Hierarchical Bayes estimation in small-area estimation using cross-sectional and time-series data Journal Article

Journal of Statistical Computation and Simulation , 84 , pp. 605-613, 2012.

Abstract | Links | BibTeX | Altmetric

Shokoohi, Farhad

Likelihood Inference in small-area estimation by combining time-series and cross-sectional data PhD Thesis

Shahid Beheshti University, 2012.

Abstract | BibTeX

2006

Shokoohi, Farhad

Bayesian inference in generalized poisson distribution Masters Thesis

Shahid Beheshti University, 2006.

BibTeX

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Talks

2019

Shokoohi, Farhad

New insight into the role of intangible heterogeneity of covariate effects in hidden subpopulation subject to censoring Conference

The 12th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2019) at the Senate House, University of London, 14-16 December 2019, 2019.

Links | BibTeX

Shokoohi, Farhad

Capturing heterogeneity of covariate effects in hidden subpopulations in the presence of censoring and large number of covariates Presentation

The 2nd Conference on Lifetime Data Science, May 29-31, 2019, University of Pittsburgh, Pennsylvania, USA, 30.05.2019, (Invited Talk).

Links | BibTeX

Shokoohi, Farhad

New insight into the role of intangible heterogeneity of gene effects on survival time of patients with ovarian cancer Presentation

Montreal Genomics at McGill University, Montreal, QC, Canada, 25.04.2019, (Departmental Talk).

Links | BibTeX

Shokoohi, Farhad

New insight into the role of intangible heterogeneity of gene effects on survival time of patients with ovarian cancer Presentation

Department of Mathematical Sciences, University of Memphis, TN, USA, 13.03.2019, (Invited Talk).

BibTeX

Shokoohi, Farhad

New insight into the role of intangible heterogeneity of gene effects on survival time of patients with ovarian cancer Presentation

Department of Mathematical Sciences, University of Nevada Las Vegas, NV, USA, 04.03.2019, (Invited Talk).

BibTeX

Shokoohi, Farhad

New insight into the role of intangible heterogeneity of gene effects on survival time of patients with ovarian cancer Presentation

Department of Statistics, Truman State University, MO, USA, 08.02.2019, (Invited Talk).

BibTeX

Shokoohi, Farhad

Some new advances in high-dimensional data analysis Presentation

Department of Mathematics, University of York, York, United Kingdom, 01.02.2019, (Invited Talk).

BibTeX

2018

Shokoohi, Farhad

New insight into the role of intangible heterogeneity of gene effects on survival time of patients with ovarian cancer Presentation

Laval University, Montreal, QC, Canada, 11.12.2018, (Invited Talk).

BibTeX

2017

Shokoohi, Farhad

New insight into the role of intangible heterogeneity of gene effects on survival time of patients with ovarian cancer Presentation

Concordia University, Montreal, QC, Canada, 13.10.2017, (Departmental Talk).

BibTeX

Shokoohi, Farhad

A Novel Hidden Markov Model Approach for Differentially Methylated CpG site Identification in DNA methylation Data Conference

45th Annual Meeting of the Statistical Society of Canada. June 11-14, 2017, University of Manitoba, Winnipeg, MB, Canada, 2017, (Contributed Talk).

Links | BibTeX

Shokoohi, Farhad

New insight into the role of heterogeneity in Ovarian Cancer Data Presentation

Lady Davis Institute for Medical Research, Montreal, QC, Canada, 06.03.2017, (Departmental Talk).

BibTeX

2016

Shokoohi, Farhad

Variable Selection in Finite Mixture of Survival Models for Biomedical Genomic Studies Presentation

Shahid Beheshti University, Iran, 25.09.2016, (Departmental Talk).

BibTeX

Shokoohi, Farhad

Variable Selection in Finite Mixture of Survival Models for Biomedical Genomic Studies Presentation

Tarbiat Modarres University, Iran, 24.09.2016, (Departmental Talk).

BibTeX

Stephens, David A; Shokoohi, Farhad; Labbe, Aurélie

A Novel Hidden Markov Model Approach to Analyze Sequencing-based DNA Methylation Data Conference

44th Annual Meeting of the Statistical Society of Canada. May 29 – June 1, 2016, Brock University, St. Catharines ON, Canada, 2016, (Invited Talk).

Links | BibTeX

Shokoohi, Farhad

Feature selection in high-dimensional heterogeneous time-to-event data; A study on Ovarian Cancer Conference

44th Annual Meeting of the Statistical Society of Canada. May 29-June 1, 2016, Brock University, St. Catharines, ON, Canada, 2016, (Contributed Talk).

Links | BibTeX

Shokoohi, Farhad

A Novel Hidden Markov Model Approach to Analyze Sequencing-based DNA Methylation Data Presentation

Lady Davis Institute for Medical Research, Montreal, Canada, 29.04.2016, (Departmental Talk).

BibTeX

Shokoohi, Farhad

Feature selection in high-dimensional heterogeneous time-to-event data; A study on Ovarian Cancer Presentation

Dept. of Epidemiology, Biostatistics, Occupational Health and Public Health, McGill University, Montreal, QC, Canada, 08.03.2016, (Departmental Talk).

BibTeX

Shokoohi, Farhad

Feature selection in high-dimensional heterogeneous time-to-event data; A study on Ovarian Cancer Presentation

GERAD, Montreal, QC, Canada, 04.03.2016, (Departmental Talk).

BibTeX

2015

Shokoohi, Farhad

DNA Methylation Analysis; A Thorough Comparison of Available Analytic Tools Conference

43rd Annual Meeting of the Statistical Society of Canada. June 14-17, 2015, Dalhousie University, Halifax, NS, Canada, 2015, (Contributed Talk).

Links | BibTeX

2014

Shokoohi, Farhad; Asgharian, Masoud; Khalili, Abbas; Lin, Shili

Variable Selection in Mixture of Survival Models Conference

42nd Annual Meeting of the Statistical Society of Canada. May 25-28, 2014, University of Toronto, Toronto, ON, Canada, 2014, (Contributed Talk).

Links | BibTeX

Shokoohi, Farhad

Variable Selection in Mixture Models with Observations Subject to Right Censoring Presentation

Department of Mathematics, University of Sherbrooke, Sherbrooke, Canada, 27.03.2014, (Departmental Talk).

BibTeX

2013

Shokoohi, Farhad

Some Recent Developments in Likelihood-Based Small-Area Estimation Presentation

Department of Mathematics and Statistics, McGill University, Montreal, QC, Canada, 04.10.2013, (Departmental talk).

BibTeX

Torabi, Mahmoud; Shokoohi, Farhad

Non-parametric Small Area Estimation Conference

The Joint Statistical Meeting 2013, Montreal, QC, Canada, 2013, (Invited Talk).

Abstract | Links | BibTeX

Shokoohi, Farhad

Likelihood Inference in Small-Area Estimation Using P-Spline and Time Series Models Conference

Joint Statistical Meeting 2013. August 3-8, 2013, at the Palais des congres de Montreal, Montreal, QC, Canada, 2013, (Contributed Talk).

Abstract | Links | BibTeX

Shokoohi, Farhad

Bayesian Small-Area Estimation Using P-Spline and Time Series Models Conference

41st Annual Meeting of the Statistical Society of Canada. May 26-29, 2013, University of Alberta, Edmonton, Alberta, 2013, (Contributed Talk).

Links | BibTeX

Shokoohi, Farhad

Likelihood Inference in Small-Area Estimation by Combining Time Series and Cross-Sectional Data Presentation

Department of Statistics, University of Manitoba, 21.03.2013, (Departmental Talk).

BibTeX

2012

Shokoohi, Farhad

Some Contribution to Small-Area Estimation Presentation

Department of Statistics, Shahid Beheshti University, 07.09.2012, (Departmental Talk).

BibTeX

Shokoohi, Farhad

Small-Area Estimation Based on Data Cloning Approach Conference

11th Iranian Statistical Conference, University of Science and Technology, Tehran, Iran, 2012, (Contributed Talk).

BibTeX

2007

Shokoohi, Farhad

Bayesian Inference in Generalized Poisson Distribution Presentation

Central Insurance of Iran, 01.09.2007, (Invited Talk).

BibTeX

2002

Shokoohi, Farhad

Record Statistics Conference

1st Statistics and Mathematics Student Conference, Razi University, Kermanshah, Iran, 2002, (Contributed Talk).

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