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Computational Statistics & Data Analysis

Known as: Computational Statistics and Data Analysis 
Computational Statistics & Data Analysis is a monthly peer-reviewed scientific journal covering research on and applications of computational… Expand
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Computational statistics

Papers overview

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Highly Cited
2012
Highly Cited
2012
Geoadditive expectile regression
Quantile regression has emerged as one of the standard tools for regression analysis that enables a proper assessment of the… Expand
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Highly Cited
2011
Highly Cited
2011
An empirical evaluation of easily implemented, nonparametric methods for generating synthetic datasets
When intense redaction is needed to protect the confidentiality of data subjects' identities and sensitive attributes… Expand
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2011
2011
Retraction notice to "Social networks of author-coauthor relationships" [Computational Statistics & Data Analysis 52 (4) 2177-2184]
This article has been retracted at the request of the Editor in Chief and co-Editors, as it contain portions of other authors… Expand
Highly Cited
2010
Highly Cited
2010
Computing the distribution of quadratic forms: Further comparisons between the Liu-Tang-Zhang approximation and exact methods
Liu, Tang and Zhang [Liu, H. Tang, Y., Zhang H.H. 2009. A new chi-square approximation to the distribution of non-negative… Expand
2006
2006
Introduction to the special issue on statistical signal extraction and filtering
  • D. Pollock
  • Comput. Stat. Data Anal.
  • 2006
    • Corpus ID: 9913520
The papers of the Special Issue on Statistical Signal Extraction and Filtering are introduced briefly and the invitation to… Expand
Highly Cited
2005
Highly Cited
2005
Regression of a data matrix on descriptors of both its rows and of its columns via latent variables: L-PLSR
Abstract A new approach is described, for extracting and visualising structures in a data matrix Y in light of additional… Expand
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Highly Cited
2004
Highly Cited
2004
A Bayesian paradigm for designing intrusion detection systems
  • S. L. Scott
  • Comput. Stat. Data Anal.
  • 2004
    • Corpus ID: 16131333
Abstract This article describes a model based approach to designing network intrusion detection systems. The article considers… Expand
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Highly Cited
2002
Highly Cited
2002
A mixture model approach for the analysis of microarray gene expression data
Microarrays have emerged as powerful tools allowing investigators to assess the expression of thousands of genes in different… Expand
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1999
1999
A general algorithm for obtaining simple structure of core arrays in N -way PCA with application to fluorometric data
Simplifying the structure of core arrays from N-way PCA or Tucker3 models is desirable to allow for easy interpretation of the… Expand
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Highly Cited
1983
Highly Cited
1983
Computational statistics & data analysis
 
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