Natalia Bochkina

Bayesian Modeling in Bioinformatics

Alex Lewin, Natalia Bochkina, 2010 .

BGX: a Bioconductor package for the Bayesian integrated analysis of Affymetrix GeneChips

Anne-Mette K. Hein, Ernest Turro, Sylvia Richardson, 2007, BMC Bioinformatics.

Use of didactic terminology by teachers at various stages of professional communication

Nina Bordovskaia, Natalia Bochkina, Elena Koshkina, 2016 .

Statistical Applications in Genetics and Molecular Biology Fully Bayesian Mixture Model for Differential Gene Expression : Simulations and Model Checks

Sylvia Richardson, Natalia Bochkina, Alex Lewin, 2011 .

Oscillation source location in power systems using logic regression

Janusz Bialek, Natalia Bochkina, Patrick McNabb, 2010, 2010 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe).

Classification for Differential Gene Expression Using Bayesian Hierarchical Models

Alex Lewin, Natalia Bochkina, 2010 .

Probabilistic Modeling in Bioinformatics and Medical Informatics by D. Husmeier, R. Dybowski and S. Roberts (eds)

Natalia Bochkina, 2006 .

Mixture models in a fully Bayesian framework for analysis of gene expression data

Alex Levin, Sylvia Richardson, Natalia Bochkina, 2005 .

Adaptive density estimation based on a mixture of Gammas

Judith Rousseau, Natalia Bochkina, J. Rousseau, 2016, 1605.08467.

Consistency of the posterior distribution in generalized linear inverse problems

Natalia Bochkina, N. Bochkina, 2012, 1211.3382.

Selection of the Regularization Parameter in Graphical Models Using Network Characteristics

Natalia Bochkina, C. Mayer, N. Bochkina, 2015, 1509.05326.