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Visualization Imputation Missing Values by Templ Matthias (17 results)
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US$ 187.09
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Visualization and Imputation of Missing Values : With Applications in R
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
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US$ 193.93
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Visualization and Imputation of Missing Values: With Applications in R (Statistics and Computing)
Seller: Ria Christie Collections, Uxbridge, United Kingdom
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US$ 206.47
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Visualization and Imputation of Missing Values : With Applications in R
Seller: GreatBookPricesUK, Woodford Green, United Kingdom
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US$ 202.25
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Visualization and Imputation of Missing Values : With Applications in R
Published by Springer International Publishing, Springer International Publishing, 2024
ISBN 10: 3031300750 ISBN 13: 9783031300752
Language: English
US$ 199.06
Convert currencyUS$ 35.71 shipping from Germany to U.S.A.Quantity: 1 available
Add to basketTaschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering.
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Visualization and Imputation of Missing Values : With Applications in R
Published by Springer International Publishing, 2023
ISBN 10: 3031300726 ISBN 13: 9783031300721
Language: English
US$ 199.06
Convert currencyUS$ 36.61 shipping from Germany to U.S.A.Quantity: 1 available
Add to basketBuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book explores visualization and imputation techniques for missing values and presents practical applications using the statistical software R. It explains the concepts of common imputation methods with a focus on visualization, description of data problems and practical solutions using R, including modern methods of robust imputation, imputation based on deep learning and imputation for complex data. By describing the advantages, disadvantages and pitfalls of each method, the book presents a clear picture of which imputation methods are applicable given a specific data set at hand.The material covered includes the pre-analysis of data, visualization of missing values in incomplete data, single and multiple imputation, deductive imputation and outlier replacement, model-based methods including methods based on robust estimates, non-linear methods such as tree-based and deep learning methods, imputation of compositional data, imputation quality evaluation from visual diagnostics to precision measures, coverage rates and prediction performance and a description of different model- and design-based simulation designs for the evaluation. The book also features a topic-focused introduction to R and R code is provided in each chapter to explain the practical application of the described methodology. Addressed to researchers, practitioners and students who work with incomplete data, the book offers an introduction to the subject as well as a discussion of recent developments in the field. It is suitable for beginners to the topic and advanced readers alike.
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Visualization and Imputation of Missing Values (Hardcover)
Published by Springer International Publishing AG, Cham, 2023
ISBN 10: 3031300726 ISBN 13: 9783031300721
Language: English
US$ 216.64
Convert currencyUS$ 49.57 shipping from United Kingdom to U.S.A.Quantity: 1 available
Add to basketHardcover. Condition: new. Hardcover. This book explores visualization and imputation techniques for missing values and presents practical applications using the statistical software R. It explains the concepts of common imputation methods with a focus on visualization, description of data problems and practical solutions using R, including modern methods of robust imputation, imputation based on deep learning and imputation for complex data. By describing the advantages, disadvantages and pitfalls of each method, the book presents a clear picture of which imputation methods are applicable given a specific data set at hand.The material covered includes the pre-analysis of data, visualization of missing values in incomplete data, single and multiple imputation, deductive imputation and outlier replacement, model-based methods including methods based on robust estimates, non-linear methods such as tree-based and deep learning methods, imputation of compositional data, imputation quality evaluation from visual diagnostics to precision measures, coverage rates and prediction performance and a description of different model- and design-based simulation designs for the evaluation. The book also features a topic-focused introduction to R and R code is provided in each chapter to explain the practical application of the described methodology. Addressed to researchers, practitioners and students who work with incomplete data, the book offers an introduction to the subject as well as a discussion of recent developments in the field. It is suitable for beginners to the topic and advanced readers alike. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.
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US$ 292.48
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Add to basketHardcover. Condition: Brand New. 484 pages. 9.25x6.10x1.14 inches. In Stock.
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Visualization and Imputation of Missing Values
Published by Berlin Springer International Publishing Springer Sep 2023, 2023
ISBN 10: 3031300726 ISBN 13: 9783031300721
Language: English
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
US$ 199.06
Convert currencyUS$ 25.96 shipping from Germany to U.S.A.Quantity: 2 available
Add to basketBuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book explores visualization and imputation techniques for missing values and presents practical applications using the statistical software R. It explains the concepts of common imputation methods with a focus on visualization, description of data problems and practical solutions using R, including modern methods of robust imputation, imputation based on deep learning and imputation for complex data. By describing the advantages, disadvantages and pitfalls of each method, the book presents a clear picture of which imputation methods are applicable given a specific data set at hand.The material covered includes the pre-analysis of data, visualization of missing values in incomplete data, single and multiple imputation, deductive imputation and outlier replacement, model-based methods including methods based on robust estimates, non-linear methods such as tree-based and deep learning methods, imputation of compositional data, imputation quality evaluation from visual diagnostics to precision measures, coverage rates and prediction performance and a description of different model- and design-based simulation designs for the evaluation. The book also features a topic-focused introduction to R and R code is provided in each chapter to explain the practical application of the described methodology. Addressed to researchers, practitioners and students who work with incomplete data, the book offers an introduction to the subject as well as a discussion of recent developments in the field. It is suitable for beginners to the topic and advanced readers alike. 460 pp. Englisch.
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Visualization and Imputation of Missing Values
Published by Springer Verlag GmbH, 2024
ISBN 10: 3031300750 ISBN 13: 9783031300752
Language: English
US$ 168.53
Convert currencyUS$ 55.30 shipping from Germany to U.S.A.Quantity: Over 20 available
Add to basketCondition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt.
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Visualization and Imputation of Missing Values
Published by Springer, Berlin|Springer International Publishing|Springer, 2023
ISBN 10: 3031300726 ISBN 13: 9783031300721
Language: English
US$ 168.53
Convert currencyUS$ 55.30 shipping from Germany to U.S.A.Quantity: Over 20 available
Add to basketGebunden. Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. This book explores visualization and imputation techniques for missing values and presents practical applications using the statistical software R. It explains the concepts of common imputation methods with a focus on visualization, description of data p.
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Visualization and Imputation of Missing Values
Published by Springer Verlag Gmbh Nov 2024, 2024
ISBN 10: 3031300750 ISBN 13: 9783031300752
Language: English
Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germany
Seller rating 5 out of 5 stars
US$ 199.06
Convert currencyUS$ 25.96 shipping from Germany to U.S.A.Quantity: 2 available
Add to basketTaschenbuch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware Englisch.
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US$ 278.32
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US$ 298.49
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Add to basketCondition: New. PRINT ON DEMAND.
