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An Overview of Approaches to the Analysis and Modelling of Multivariate Geostatistical Data

Mathematical geosciences, 2012-05, Vol.44 (4), p.381-393

2012

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Testing the difference between two Kolmogorov-Smirnov values in the context of receiver operating characteristic curves

Journal of applied statistics, 2011-03, Vol.38 (3), p.437-450

2011

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Optimising k -means clustering results with standard software packages

Computational statistics & data analysis, 2005-06, Vol.49 (4), p.969-973

2005

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Missing value imputation in a data matrix using the regularised singular value decomposition

MethodsX, 2023-12, Vol.11, p.102289-102289, Article 102289

2023

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Cross-Validation for Lower Rank Matrices Containing Outliers

Applied system innovation, 2022-08, Vol.5 (4), p.69

2022

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Missing value imputation using least squares techniques in contaminated matrices

MethodsX, 2022-01, Vol.9, p.101683-101683, Article 101683

2022

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A simple method for screening variables before clustering microarray data

Computational statistics & data analysis, 2009-05, Vol.53 (7), p.2747-2753

2009

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Techniques for Robust Imputation in Incomplete Two-Way Tables

Applied system innovation, 2021-09, Vol.4 (3), p.62

2021

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Optimal predictive partitioning

Statistics and computing, 2007-03, Vol.17 (1), p.11-21

2007

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A comparison of discriminant procedures for binary variables

Computational statistics & data analysis, 2001-12, Vol.38 (2), p.139-160

2001

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Cross-validation to select the optimum rank for a reduced-rank approximation to multivariate data

Journal of crop improvement, 2024-07, Vol.38 (4), p.344-367

2024

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A Characterization of Principal Components for Projection Pursuit

The American statistician, 1999-05, Vol.53 (2), p.108-109

1999

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Prediction of survival probabilities with Bayesian Decision Trees

Expert systems with applications, 2013-10, Vol.40 (14), p.5466-5476

2013

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Wojtek J. Krzanowski and David J. Hand: ROC curves for continuous data

Statistical papers (Berlin, Germany), 2011-11, Vol.52 (4), p.979

Krämer, Walter

2011

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Confident Interpretation of Bayesian Decision Tree Ensembles for Clinical Applications

IEEE journal of biomedical and health informatics, 2007-05, Vol.11 (3), p.312-319

2007

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Wojtek J. Krzanowski, Statistical Principles and Techniques in Scientific and Social Research, Oxford University Press, 2007, pp. 300, ISBN10: 0199213100

Journal of Classification, 2010-11, Vol.27 (3), p.408-410

Hendrickson, Gretchen

2010

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Biclustering models for structured microarray data

IEEE/ACM transactions on computational biology and bioinformatics, 2005-10, Vol.2 (4), p.316-329

2005

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Representing classifier confidence in the safety critical domain : an illustration from mortality prediction in trauma cases

Neural computing & applications, 2007-01, Vol.16 (1), p.1-10

2007

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Confidence in classification : A bayesian approach

Journal of classification, 2006-09, Vol.23 (2), p.199-220

2006

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Interpretability of Bayesian Decision Trees Induced from Trauma Data

Lecture notes in computer science, 2006, p.972-981

2006

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An Overview of Approaches to the Analysis and Modelling of Multivariate Geostatistical Data: Spatial Multivariate Methods

Mathematical geosciences, 2012, Vol.44 (4), p.381-393

2012

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Signal Detection in Underwater Sound using Wavelets

Journal of the American Statistical Association, 1998-03, Vol.93 (441), p.73-83

1998

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Two Projection Methods for Use in the Analysis of Multivariate Process Data With an Illustration in Petrochemical Production

Technometrics, 2004-11, Vol.46 (4), p.392-403

2004

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Comparison of the Bayesian and Randomised Decision Tree Ensembles within an Uncertainty Envelope Technique

Journal of mathematical modelling and algorithms, 2006-12, Vol.5 (4), p.397-416

2006

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A Characterization of Principal Components for Projection Pursuit

The American statistician, 1999-05, Vol.53 (2), p.108

1999

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An Overview of Approaches to the Analysis and Modelling of Multivariate Geostatistical Data

Testing the difference between two Kolmogorov-Smirnov values in the context of receiver operating characteristic curves

Optimising k -means clustering results with standard software packages

Missing value imputation in a data matrix using the regularised singular value decomposition

Cross-Validation for Lower Rank Matrices Containing Outliers

Missing value imputation using least squares techniques in contaminated matrices

A simple method for screening variables before clustering microarray data

Techniques for Robust Imputation in Incomplete Two-Way Tables

Optimal predictive partitioning

A comparison of discriminant procedures for binary variables

Cross-validation to select the optimum rank for a reduced-rank approximation to multivariate data

A Characterization of Principal Components for Projection Pursuit

Prediction of survival probabilities with Bayesian Decision Trees

Wojtek J. Krzanowski and David J. Hand: ROC curves for continuous data

Confident Interpretation of Bayesian Decision Tree Ensembles for Clinical Applications

Wojtek J. Krzanowski, Statistical Principles and Techniques in Scientific and Social Research, Oxford University Press, 2007, pp. 300, ISBN10: 0199213100

Biclustering models for structured microarray data

Representing classifier confidence in the safety critical domain : an illustration from mortality prediction in trauma cases

Confidence in classification : A bayesian approach

Interpretability of Bayesian Decision Trees Induced from Trauma Data

An Overview of Approaches to the Analysis and Modelling of Multivariate Geostatistical Data: Spatial Multivariate Methods

Signal Detection in Underwater Sound using Wavelets

Two Projection Methods for Use in the Analysis of Multivariate Process Data With an Illustration in Petrochemical Production

Comparison of the Bayesian and Randomised Decision Tree Ensembles within an Uncertainty Envelope Technique

A Characterization of Principal Components for Projection Pursuit

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