IPM Positions

Resident Researcher, School of Biological Sciences (2014 - 2018 )

Related Papers

1.	T. Baghfalaki and M. Ganjali A transition model for analyzing multivariate longitudinal data using Gaussian copula approach Advances in Statistical Analysis https://doi.org/10.1007/s10182-018-00346-w (2019), 1-55  [abstract]

2.	T. Baghfalaki, M. Ganjali and D. M. Berridge Generalized estimating equations by considering additive terms for analyzing time-course gene sets data Journal of the Korean Statistical Society (2018),   [abstract]

3.	M. Ganjali and T. Baghfalaki Application of Penalized Mixed Model in Identification of Genes in Yeast Cell-Cycle Gene Expression Data Biostatistics and Biometrics 6 (2018),   [abstract]

4.	T. Baghfalaki, M. Ganjali and G. Verbeke A shared parameter model of longitudinal measurements and survival time with heterogeneous random-effects distribution J. Appl. Statist. 44 (2017), 2813-2836  [abstract]

5.	T. Baghfalaki, M. Ganjali and D. Berridge Missing Value Imputation for RNA-Sequencing Data Using Statistical Models: A Comparative Study J. Appl. Statist. (inProgress) [abstract]

6.	s. Noorian, M. Ganjali and E. Bahrami Samani A Bayesian test of homogeneity of association parameter using transition modelling of longitudinal mixed responses J. Appl. Statist. 43 (2016), 1850-1863   [abstract]

7.	R. Aghdam, M. Ganjali. , P. Niloofar. and C. Eslahchi. Inferring gene regulatory networks by an order independent algorithm using incomplete data sets J. Appl. Statist. DOI:10.1080/02664763.2015.1079307 (2016), 1-21  [abstract]

8.	M. Ganjali. , T. Baghfalaki. and D. Berridge. Robust Modeling of Differential Gene Expression Data Using Normal/Independent Distributions: A Baysian Approach Plos One 10 (2015), e0123791  [abstract]

9.	R. Aghdam. , M. Ganjali. , X. Zhang. and C. Eslahchi. CN: A Consensus Algorithm for Inferring Gene Regulatory Networks Using SORDER Algorithm and Conditional Mutual Information Test Molecular BioSystems DOI: 10.1039/C4MB00413B (2015), 942-949  [abstract]

10.	M. Ganjali. and T. Baghfalaki. A Copula Approach to Joint Modeling of Longitudinal Measurements and Survival Times Using MCEM with Application to AIDS Studies Biopharmaceutical Statistics 25 (2015), 1077-1099  [abstract]

11.	R. Aghdam. , M. Ganjali. and C. Eslahchi. A Hybrid Algorithm for Inferring Gene Regulatory Networks Iranian Statistical Conference( In: ) [abstract]

12.	M. Ganjali. and T. Baghfalaki. A Bayesian Shared Parameter Model for Analysing Longitudinal Skewed Responses with Nonignorable Dropout IJSMR 3 (2014), 103-115  [abstract]

13.	R. Aghdam. , M. Ganjali. and C. Eslahchi. IPCA-CMI: An algorithm for Inferring Gene Regulatory Networks Based on a Combination of PCA-CMI and MIT Score Plos One 9 (2014), e92600  [abstract]

14.	R. Aghdam. , H. Pezeshk. and M. Ganjali. A New Method for Estimating parameters of A Profile Hidden Markov models Based on Phylogenetic tree Iranian Statistical Conference (2012),   [abstract]

15.	A. Ebrahimi. , R. Aghdam. , N. Parisa. , M. ganjali. and C. Eslahchi. An Algorithm for Inference of Gene Networks UsingBayesian Network Emerging Trends in Computing and information Science 5 (2012), 774-782  [abstract]