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Annals of Applied Statistics
Studies: 11
Abstract:

It is well-known that correlations in microarray data represent a serious nuisance deteriorating the performance of gene selection procedures. This paper is intended to demonstrate that the correlation ...

hdl:1902.1/10645
18 downloads
Updated: Jan 4, 2008
Abstract:

Topic models, such as latent Dirichlet allocation (LDA), can be useful tools for the statistical analysis of document collections and other discrete data. The LDA model assumes that the words of each ...

hdl:1902.1/10646
28 downloads
Updated: Nov 28, 2007
Replication data for: Chemical and forensic analysis of JFK assassination bullet lots: Is a second shooter possible? by Clifford Spiegelman; William A. Tobin; William D. James; Simon J. Sheather; Stuart Wexler; and D. Max Roundhill
Abstract:

The assassination of President John Fitzgerald Kennedy (JFK) traumatized the nation. In this paper we show that evidence used to rule out a second assassin is fundamentally flawed. This paper discusses ...

hdl:1902.1/10644
19 downloads
Updated: Nov 28, 2007
Abstract:

The Bonferroni multiple testing procedure is commonly perceived as being overly conservative in large-scale simultaneous testing situations such as those that arise in microarray data analysis. The objective ...

hdl:1902.1/10651
14 downloads
Updated: Nov 28, 2007
Replication data for: Of Mice and Men: Sparse Statistical Modeling in Cardiovascular Genomics by David M. Seo; Pascal J. Goldschmidt-Clermont; and Mike West
Abstract:

In high-throughput genomics, large-scale designed experiments are becoming common, and analysis approaches based on highly multivariate regression and anova concepts are key tools. Shrinkage models of ...

hdl:1902.1/10650
3 downloads
Updated: Nov 28, 2007
Abstract:

Storm surge, the onshore rush of sea water caused by the high winds and low pressure associated with a hurricane, can compound the effects of inland flooding caused by rainfall, leading to loss of property ...

hdl:1902.1/10652
5 downloads
Updated: Nov 28, 2007
Abstract:

Cis-regulatory modules (CRMs) composed of multiple transcription factor binding sites (TFBSs) control gene expression in eukaryotic genomes. Comparative genomic studies have shown that these regulatory ...

hdl:1902.1/10647
3 downloads
Updated: Nov 28, 2007
Abstract:

Quantitative studies in many fields involve the analysis of multivariate data of diverse types, including measurements that we may consider binary, ordinal and continuous. One approach to the analysis ...

hdl:1902.1/10653
24 downloads + analyses
Updated: Nov 28, 2007
Replication data for: The BARISTA: A Model for Bid Arrivals in Online Auctions by Galit Shmueli; Ralph P. Russo; and Wolfgang Jank
Abstract:

The arrival process of bidders and bids in online auctions is important for studying and modeling supply and demand in the online marketplace. A popular assumption in the online auction literature is ...

hdl:1902.1/10643
119 downloads
Updated: Nov 28, 2007
Replication data for: Random-set Methods Identify Distinct Aspects of the Enrichment Signal in Gene-set Analysis by Michael A. Newton; Fernando A. Quintana; ohan A. den Boon; Srikumar Sengupta; and Paul Ahlquist
Abstract:

A prespecified set of genes may be enriched, to varying degrees, for genes that have altered expression levels relative to two or more states of a cell. Knowing the enrichment of gene sets defined by ...

hdl:1902.1/10649
7 downloads
Updated: Nov 28, 2007