Lista de obras - Geoffrey McLachlan - Dominio Público Uruguay

A Block EM Algorithm for Multivariate Skew Normal and Skew -Mixture Models

artículo científico publicado en 2018

A Universal Approximation Theorem for Mixture-of-Experts Models.

artículo científico publicado en 2016

A benchmark for evaluation of algorithms for identification of cellular correlates of clinical outcomes.

artículo científico publicado en 2015

A mixture model with random-effects components for clustering correlated gene-expression profiles.

artículo científico publicado en 2006

A mixture model-based approach to the clustering of microarray expression data.

artículo científico publicado en 2002

A score test for assessing the cured proportion in the long-term survivor mixture model.

artículo científico publicado en 2009

Allograft Aortic Valve Replacement: Long-Term Comparative Clinical Analysis of the Viable Cryopreserved and Antibiotic 4°C Stored Valves ⬇️

artículo científico publicado el 1 de diciembre de 1991

An analysis of valve re-replacement after aortic valve replacement with biologic devices

artículo científico publicado en 1997

An incremental EM-based learning approach for on-line prediction of hospital resource utilization.

artículo científico publicado en 2005

Application of Multiple Imputation for Missing Values in Three-Way Three-Mode Multi-Environment Trial Data.

artículo científico publicado en 2015

Autoantibody profiling to identify biomarkers of key pathogenic pathways in mucinous ovarian cancer.

scientific article published on January 2010

Automated high-dimensional flow cytometric data analysis

artículo científico publicado en 2009

Bivariate mixture modeling of transferrin saturation and serum ferritin concentration in Asians, African Americans, Hispanics, and whites in the Hemochromatosis and Iron Overload Screening (HEIRS) Study.

artículo científico publicado en 2007

Cluster analysis and related techniques in medical research

artículo científico publicado el 1 de enero de 1992

Clustering of time-course gene expression profiles using normal mixture models with autoregressive random effects.

artículo científico publicado en 2012

Clustering.

artículo científico publicado en 2017

Clustering.

artículo científico publicado en 2008

Commentary on Steinley and Brusco (2011): recommendations and cautions.

artículo científico publicado en 2011

Conservation and divergence in Toll-like receptor 4-regulated gene expression in primary human versus mouse macrophages

artículo científico publicado en 2012

Distribution of transferrin saturation in an Australian population: Relevance to the early diagnosis of hemochromatosis ⬇️

artículo científico publicado el 1 de marzo de 1998

False discovery rate control in magnetic resonance imaging studies via Markov random fields

artículo científico publicado en 2014

Heterogeneity in schizophrenia; mixture modelling of age-at-first-admission, gender and diagnosis

scientific article published on 01 April 2000

Inference on differences between classes using cluster-specific contrasts of mixed effects.

artículo científico publicado en 2014

Integrative mixture of experts to combine clinical factors and gene markers.

artículo científico publicado en 2010

Iterative Reclassification Procedure for Constructing an Asymptotically Optimal Rule of Allocation in Discriminant Analysis

artículo científico publicado en 1975

Joint modeling and registration of cell populations in cohorts of high-dimensional flow cytometric data

artículo científico publicado en 2014

Maternity length of stay modelling by gamma mixture regression with random effects.

artículo científico publicado en 2007

Maximum Pseudolikelihood Estimation for Model-Based Clustering of Time Series Data

artículo científico publicado en 2017

Mixture models for detecting differentially expressed genes in microarrays.

artículo científico publicado en 2006

Mixture models for partially unclassified data: a case study of renal venous renin in hypertension.

artículo científico publicado en 1989

Mixture of time-dependent growth models with an application to blue swimmer crab length-frequency data

artículo científico publicado en 2016

Mixtures of common t-factor analyzers for clustering high-dimensional microarray data.

artículo científico publicado en 2011

Mixtures of factor analyzers with common factor loadings: applications to the clustering and visualization of high-dimensional data

artículo científico publicado en 2010

Modeling of inter-sample variation in flow cytometric data with the joint clustering and matching procedure

artículo científico publicado en 2015

Multi-level zero-inflated poisson regression modelling of correlated count data with excess zeros

artículo científico publicado en 2006

Multilevel model with random effects for clustered survival data with multiple failure outcomes

scientific article published on 25 November 2018

Multilevel survival modelling of recurrent urinary tract infections

artículo científico publicado en 2007

On the classification of microarray gene-expression data.

artículo científico publicado en 2012

On the role of finite mixture models in survival analysis.

artículo científico publicado en 1994

Parametric estimation in a genetic mixture model with application to nuclear family data.

artículo científico publicado en 1994

Partial identification in the statistical matching problem.

artículo científico publicado en 2016

Relationship of platelet aggregation to bleeding after cardiopulmonary bypass

scientific article published on 01 April 1994

Selection bias in gene extraction on the basis of microarray gene-expression data

artículo científico publicado en 2002

Statistical Evaluation of Labeled Comparative Profiling Proteomics Experiments Using Permutation Test.

artículo científico publicado en 2017

Testing for Group Structure in High-Dimensional Data ⬇️

artículo científico publicado el 1 de noviembre de 2011

Use of the EM algorithm to detect QTL affecting multiple-traits in an across half-sib family analysis

artículo científico publicado en 2005

Whole-Volume Clustering of Time Series Data from Zebrafish Brain Calcium Images via Mixture Modeling

artículo científico publicado en 2017

Lista de obras de Geoffrey McLachlan

A Block EM Algorithm for Multivariate Skew Normal and Skew -Mixture Models

A Universal Approximation Theorem for Mixture-of-Experts Models.

A benchmark for evaluation of algorithms for identification of cellular correlates of clinical outcomes.

A mixture model with random-effects components for clustering correlated gene-expression profiles.

A mixture model-based approach to the clustering of microarray expression data.

A score test for assessing the cured proportion in the long-term survivor mixture model.

Allograft Aortic Valve Replacement: Long-Term Comparative Clinical Analysis of the Viable Cryopreserved and Antibiotic 4°C Stored Valves ⬇️

An analysis of valve re-replacement after aortic valve replacement with biologic devices

An incremental EM-based learning approach for on-line prediction of hospital resource utilization.

Application of Multiple Imputation for Missing Values in Three-Way Three-Mode Multi-Environment Trial Data.

Autoantibody profiling to identify biomarkers of key pathogenic pathways in mucinous ovarian cancer.

Automated high-dimensional flow cytometric data analysis

Bivariate mixture modeling of transferrin saturation and serum ferritin concentration in Asians, African Americans, Hispanics, and whites in the Hemochromatosis and Iron Overload Screening (HEIRS) Study.

Cluster analysis and related techniques in medical research

Clustering of time-course gene expression profiles using normal mixture models with autoregressive random effects.

Clustering.

Clustering.

Commentary on Steinley and Brusco (2011): recommendations and cautions.

Conservation and divergence in Toll-like receptor 4-regulated gene expression in primary human versus mouse macrophages

Distribution of transferrin saturation in an Australian population: Relevance to the early diagnosis of hemochromatosis ⬇️

False discovery rate control in magnetic resonance imaging studies via Markov random fields

Heterogeneity in schizophrenia; mixture modelling of age-at-first-admission, gender and diagnosis

Inference on differences between classes using cluster-specific contrasts of mixed effects.

Integrative mixture of experts to combine clinical factors and gene markers.

Iterative Reclassification Procedure for Constructing an Asymptotically Optimal Rule of Allocation in Discriminant Analysis

Joint modeling and registration of cell populations in cohorts of high-dimensional flow cytometric data

Maternity length of stay modelling by gamma mixture regression with random effects.

Maximum Pseudolikelihood Estimation for Model-Based Clustering of Time Series Data

Mixture models for detecting differentially expressed genes in microarrays.

Mixture models for partially unclassified data: a case study of renal venous renin in hypertension.

Mixture of time-dependent growth models with an application to blue swimmer crab length-frequency data

Mixtures of common t-factor analyzers for clustering high-dimensional microarray data.

Mixtures of factor analyzers with common factor loadings: applications to the clustering and visualization of high-dimensional data

Modeling of inter-sample variation in flow cytometric data with the joint clustering and matching procedure

Multi-level zero-inflated poisson regression modelling of correlated count data with excess zeros

Multilevel model with random effects for clustered survival data with multiple failure outcomes

Multilevel survival modelling of recurrent urinary tract infections

On the classification of microarray gene-expression data.

On the role of finite mixture models in survival analysis.

Parametric estimation in a genetic mixture model with application to nuclear family data.

Partial identification in the statistical matching problem.

Relationship of platelet aggregation to bleeding after cardiopulmonary bypass

Selection bias in gene extraction on the basis of microarray gene-expression data

Statistical Evaluation of Labeled Comparative Profiling Proteomics Experiments Using Permutation Test.

Testing for Group Structure in High-Dimensional Data ⬇️

Use of the EM algorithm to detect QTL affecting multiple-traits in an across half-sib family analysis

Whole-Volume Clustering of Time Series Data from Zebrafish Brain Calcium Images via Mixture Modeling