prof. dr hab. Małgorzata Bogdan

Pokój: 513

71 375 7466

Malgorzata.Bogdan@math.uni.wroc.pl

Strona internetowa

Publikacje

Phenotypes and Genotypes: The Search for Influential Genes (with F. Frommlet and D. Ramsey), Springer Series in Computational Biology, 2016.

Group SLOPE - adaptive selection of groups of predictors (with D. Brzyski and W. Su).

Fast Saddle-Point Algorithm for Generalized Dantzig Selector and FDR Control with the Ordered $\ell_1$-Norm (with S. Lee and D. Brzyski).

False Discoveries Occur Early on the Lasso Path (with W. Su and E. J. Candes).

SLOPE -- Adaptive Variable Selection via Convex Optimization (with E. van den Berg, C. Sabatti, W. Su and E. J. Candes), Annals of Applied Statistics 2015,

Detection of epistatic effects with logic regression and a classical linear regression model (with M. Malina, K. Ickstadt, H. Schwender, M. Posch),SAGMB, 2014.

Statistical Estimation and Testing via the Sorted l1 Norm (with E. van den Berg, W. Su and E. J. Candes), Preprint, 2013.

Some optimality properties of FDR controlling rules under sparsity (with F. Frommlet), Electronic Journal of Statistics, 2013.

Localizing Influential Genes with Modified Versions of Bayesian Information Criterion (with P. Szulc), Mathematica Applicanda, 2012.

QTL Mapping Using a Memetic Algorithm with Modifications of BIC as Fitness Function. (with F. Frommlet, H. Arnardottir and I. Ljubic), SAGMB, 2012

Model Selection and Multiple Testing - A Bayesian and Empirical Bayes Overview and some New Results (with R. Dutta and J.K. Ghosh),Golden Volume of Journal of the Indian Statistical Association, 2012

Modified versions of Bayesian Information Criterion for genome-wide association studies (with F. Frommlet, F. Ruhaltinger and P. Twarog), CSDA, 2012

Asymptotic Bayes optimality under sparsity for generally distributed effect sizes under the alternative. (with F.Frommlet, A. Chakrabarti and M. Murawska), Preprint, 2012

Asymptotic Bayes-optimality under sparsity of some multiple testing procedures (with A. Chakrabarti, F. Frommlet and J.K. Ghosh) Annals of Statistics, 2011

The Bayes oracle and asymptotic optimality of multiple testing procedures under sparsity (with A. Chakrabarti, F. Frommlet and J.K. Ghosh), early extended version of the paper from Annals of Statistics

Modified versions of Bayesian Information Criterion for sparse Generalized Linear Models (with M. Zak-Szatkowska), CSDA, 2011

Locating multiple interacting quantitative trait loci with the zero-inflated generalized Poisson regression, (with V. Erhardt and C. Czado), SAGMB, 2010

Dydaktyka

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