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Modeling of many skewed biomarkers and missing data - Mohammad Reza Baneshi
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2011, ISBN: 9783845436753

ID: 610337114

Multivariable prognostic models are widely used in all areas of science, in particular in cancer research. New scientific methods make it possible cost-effective measurement of many new biomarkers on frozen tissue from biopsies. In addition, biomarkers usually exhibit skewed distributions and their analysis is hampered by missing data. These issues (i.e. number of variables, missing data, and skewed distribution) create difficulty for prognostic modelling methods. In this book, methods to tackle each of these problems are discussed. Alternative approaches are presented with emphasize on practical issues, and examples from papers published are presented. Methods are applied using a breast cancer data set as an example. This book is aimed at postgraduate students studying biostatistics and epidemiology, as well as researchers working in the field of survival analysis. Mohammad Reza Baneshi is assistant professor of Biostatistics at Research Center for Modeling in Health, affiliated to Kerman University of Medical Sciences. An Example in Breast Cancer Bücher > Fremdsprachige Bücher > Englische Bücher Taschenbuch 23.08.2011 Buch (fremdspr.), LAP Lambert Academic Publishing, .201

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Modeling of many skewed biomarkers and missing data - Mohammad Reza Baneshi
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Mohammad Reza Baneshi:
Modeling of many skewed biomarkers and missing data - neues Buch

ISBN: 9783845436753

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An Example in Breast Cancer Multivariable prognostic models are widely used in all areas of science, in particular in cancer research. New scientific methods make it possible cost-effective measurement of many new biomarkers on frozen tissue from biopsies. In addition, biomarkers usually exhibit skewed distributions and their analysis is hampered by missing data. These issues (i.e. number of variables, missing data, and skewed distribution) create difficulty for prognostic modelling methods. In this book, methods to tackle each of these problems are discussed. Alternative approaches are presented with emphasize on practical issues, and examples from papers published are presented. Methods are applied using a breast cancer data set as an example. This book is aimed at postgraduate students studying biostatistics and epidemiology, as well as researchers working in the field of survival analysis. Mohammad Reza Baneshi is assistant professor of Biostatistics at Research Center for Modeling in Health, affiliated to Kerman University of Medical Sciences. Bücher / Fremdsprachige Bücher / Englische Bücher 978-3-8454-3675-3, LAP Lambert Academic Publishing

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Modeling of many skewed biomarkers and missing data - Mohammad Reza Baneshi
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Mohammad Reza Baneshi:
Modeling of many skewed biomarkers and missing data - neues Buch

ISBN: 9783845436753

ID: 152836101

Multivariable prognostic models are widely used in all areas of science, in particular in cancer research. New scientific methods make it possible cost-effective measurement of many new biomarkers on frozen tissue from biopsies. In addition, biomarkers usually exhibit skewed distributions and their analysis is hampered by missing data. These issues (i.e. number of variables, missing data, and skewed distribution) create difficulty for prognostic modelling methods. In this book, methods to tackle each of these problems are discussed. Alternative approaches are presented with emphasize on practical issues, and examples from papers published are presented. Methods are applied using a breast cancer data set as an example. This book is aimed at postgraduate students studying biostatistics and epidemiology, as well as researchers working in the field of survival analysis. Mohammad Reza Baneshi is assistant professor of Biostatistics at Research Center for Modeling in Health, affiliated to Kerman University of Medical Sciences. An Example in Breast Cancer Buch (fremdspr.) Bücher>Fremdsprachige Bücher>Englische Bücher, LAP Lambert Academic Publishing

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Modeling of many skewed biomarkers and missing data:An Example in Breast Cancer Mohammad Reza Baneshi Modeling of many skewed biomarkers and missing data:An Example in Breast Cancer Mohammad Reza Baneshi Bücher > English, International > Gebundene Ausgaben, LAP Lambert Acad. Publ.

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EAN (ISBN-13): 9783845436753
ISBN (ISBN-10): 3845436751
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2011
Herausgeber: LAP Lambert Academic Publishing

Buch in der Datenbank seit 08.03.2007 13:51:16
Buch zuletzt gefunden am 08.08.2017 17:03:37
ISBN/EAN: 3845436751

ISBN - alternative Schreibweisen:
3-8454-3675-1, 978-3-8454-3675-3


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