Statistical Analysis for High-Dimensional Data - Abel Symposia
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Published By Springer International Publishing

9783319270975, 9783319270999

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Bayesian Penalty Mixing: The Case of a Non-separable Penalty

Statistical Analysis for High-Dimensional Data - Abel Symposia ◽

10.1007/978-3-319-27099-9_11 ◽

2016 ◽

pp. 233-254 ◽

Author(s):

Veronika Ročková ◽

Edward I. George

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Confidence Intervals for Maximin Effects in Inhomogeneous Large-Scale Data

Statistical Analysis for High-Dimensional Data - Abel Symposia ◽

10.1007/978-3-319-27099-9_12 ◽

2016 ◽

pp. 255-277

Author(s):

Dominik Rothenhäusler ◽

Nicolai Meinshausen ◽

Peter Bühlmann

Keyword(s):

Confidence Intervals ◽

Large Scale ◽

Large Scale Data ◽

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Bayesian Hierarchical Mixture Models

Statistical Analysis for High-Dimensional Data - Abel Symposia ◽

10.1007/978-3-319-27099-9_5 ◽

2016 ◽

pp. 91-103 ◽

Author(s):

Leonardo Bottolo ◽

Petros Dellaportas

Keyword(s):

Mixture Models ◽

Bayesian Hierarchical ◽

Hierarchical Mixture Models

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Some Themes in High-Dimensional Statistics

Statistical Analysis for High-Dimensional Data - Abel Symposia ◽

10.1007/978-3-319-27099-9_1 ◽

2016 ◽

pp. 1-13

Author(s):

Arnoldo Frigessi ◽

Peter Bühlmann ◽

Ingrid K. Glad ◽

Sylvia Richardson ◽

Marina Vannucci

Keyword(s):

High Dimensional ◽

High Dimensional Statistics

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Models of Random Sparse Eigenmatrices and Bayesian Analysis of Multivariate Structure

Statistical Analysis for High-Dimensional Data - Abel Symposia ◽

10.1007/978-3-319-27099-9_7 ◽

2016 ◽

pp. 125-153

Author(s):

Andrew Cron ◽

Mike West

Keyword(s):

Bayesian Analysis

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iBATCGH: Integrative Bayesian Analysis of Transcriptomic and CGH Data

Statistical Analysis for High-Dimensional Data - Abel Symposia ◽

10.1007/978-3-319-27099-9_6 ◽

2016 ◽

pp. 105-123 ◽

Author(s):

Alberto Cassese ◽

Michele Guindani ◽

Marina Vannucci

Keyword(s):

Bayesian Analysis

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Combining Single and Paired End RNA-seq Data for Differential Expression Analyses

Statistical Analysis for High-Dimensional Data - Abel Symposia ◽

10.1007/978-3-319-27099-9_8 ◽

2016 ◽

pp. 155-188

Author(s):

Zhi-Ping Feng ◽

Francois Collin ◽

Terence P. Speed

Keyword(s):

Differential Expression ◽

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Spectral Clustering and Block Models: A Review and a New Algorithm

Statistical Analysis for High-Dimensional Data - Abel Symposia ◽

10.1007/978-3-319-27099-9_4 ◽

2016 ◽

pp. 67-90 ◽

Author(s):

Sharmodeep Bhattacharyya ◽

Peter J. Bickel

Keyword(s):

Spectral Clustering ◽

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Bayesian Feature Allocation Models for Tumor Heterogeneity

Statistical Analysis for High-Dimensional Data - Abel Symposia ◽

10.1007/978-3-319-27099-9_10 ◽

2016 ◽

pp. 211-232 ◽

Author(s):

Juhee Lee ◽

Peter Müller ◽

Subhajit Sengupta ◽

Kamalakar Gulukota ◽

Yuan Ji

Keyword(s):

Tumor Heterogeneity

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An Imputation Method for Estimating the Learning Curve in Classification Problems

Statistical Analysis for High-Dimensional Data - Abel Symposia ◽

10.1007/978-3-319-27099-9_9 ◽

2016 ◽

pp. 189-209 ◽

Author(s):

Eric B. Laber ◽

Kerby Shedden ◽

Yang Yang

Keyword(s):

Learning Curve ◽

Imputation Method ◽

Classification Problems

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