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Bioinformatic and Statistical Analysis of Microbiome Data: From Raw Sequences to Advanced Modeling with QIIME 2 and R
Da: Ria Christie Collections, Uxbridge, Regno Unito
Valutazione del venditore 5 su 5 stelle
EUR 54,01
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Spedito da Regno Unito a U.S.A.Quantità: Più di 20 disponibili
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Statistical Analysis of Microbiome Data with R
Libro 14 di 19: ICSA Book Series in StatisticsDa: ThriftBooks-Atlanta, AUSTELL, GA, U.S.A.
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Hardcover. Condizione: Very Good. No Jacket. May have limited writing in cover pages. Pages are unmarked. ~ ThriftBooks: Read More, Spend Less.
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Statistical Analysis of Microbiome Data with R
Libro 14 di 19: ICSA Book Series in StatisticsDa: ThriftBooks-Atlanta, AUSTELL, GA, U.S.A.
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Paperback. Condizione: Good. No Jacket. Pages can have notes/highlighting. Spine may show signs of wear. ~ ThriftBooks: Read More, Spend Less.
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Bioinformatic and Statistical Analysis of Microbiome Data
Da: Romtrade Corp., STERLING HEIGHTS, MI, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: New. This is a Brand-new US Edition. This Item may be shipped from US or any other country as we have multiple locations worldwide.
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Statistical Analysis of Microbiome Data With R
Libro 14 di 19: ICSA Book Series in StatisticsDa: GreatBookPrices, Columbia, MD, U.S.A.
Valutazione del venditore 5 su 5 stelle
EUR 156,86
Spedizione EUR 2,24
Spedito in U.S.A.Quantità: Più di 20 disponibili
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Condizione: New. Brand New Original US Edition. Customer service! Satisfaction Guaranteed.
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Statistical Analysis of Microbiome Data With R
Libro 14 di 19: ICSA Book Series in StatisticsDa: GreatBookPricesUK, Woodford Green, Regno Unito
Valutazione del venditore 5 su 5 stelle
EUR 150,81
Spedizione EUR 17,34
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Statistical Analysis of Microbiome Data With R
Libro 14 di 19: ICSA Book Series in StatisticsDa: GreatBookPrices, Columbia, MD, U.S.A.
Valutazione del venditore 5 su 5 stelle
EUR 168,43
Spedizione EUR 2,24
Spedito in U.S.A.Quantità: Più di 20 disponibili
Aggiungi al carrelloCondizione: As New. Unread book in perfect condition.
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Machine Learning for Microbiome Statistics
Da: GreatBookPrices, Columbia, MD, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: New.
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Machine Learning for Microbiome Statistics (Hardcover)
Lingua: Inglese
Editore: Taylor & Francis Ltd, London, 2026
ISBN 10: 1041005245 ISBN 13: 9781041005247
Da: Grand Eagle Retail, Bensenville, IL, U.S.A.
Valutazione del venditore 5 su 5 stelle
Hardcover. Condizione: new. Hardcover. Machine learning fundamentally learns from the past experiences (seen data) to make predictions about future (unseen data). Predictions in nature are often uncertain. Microbiome data have unique characteristics, including high-dimensionality, over-dispersion, sparsity and zero-inflation, and heterogeneity. Thus, machine learning involving microbiome data for predicting the outcome of phenotypes is even more uncertain than learning those data from other fields. Machine Learning for Microbiome Statistics poses many challenges for evaluating the prediction performance using appropriate metrics and independent data validation.This unique book aims to address the challenges of machine learning statistics, emphasize the importance of performance valuation by appropriate metrics and independent data, and describe several important concepts of machine learning statistics, such as feature engineering and overfitting. It comprehensively reviews commonly used and newly developed machine learning models for microbiome research. Specifically, this book provides the step-by-step procedures to perform machine learning of microbiome data, including feature engineering, algorithm selection and optimization, performance evaluation and model testing. It comments the benefits and limitations of using machine learning for microbiome statistics and remarks on the advantages and disadvantages of each machine learning algorithm.It will be an excellent reference book for students and academics in the field.Presents a thorough overview of machine learning algorithms for microbiome statistics.Performs step-by-step procedures to perform machine learning of microbiome data, using important supervised learning algorithms, including classical, ensemble learning and tree-based models.Describes important concepts of machine learning, including bias and variance tradeoff, accuracy and precision, overfitting and underfitting, model complexity and interpretability, and feature engineering.Investigates and applies various cross-validation techniques step-by-step.Introduces confusion matrix and its derived measures. Comprehensively describes the properties of F1, Matthews correlation coefficient (MCC), area under the receiver operating characteristic curve (AUC-ROC), and area under the precision-recall curve (AUC-PR), as well as discusses their advantages and disadvantages when using them for microbiome data.Offers all related R codes and the datasets from the authors first-hand microbiome research and publicly available data. This unique book aims to address the challenges of machine learning statistics, emphasize the importance of performance valuation by appropriate metrics and independent data, and describe several important concepts of machine learning statistics, such as feature engineering and overfitting. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Machine Learning for Microbiome Statistics
Da: GreatBookPrices, Columbia, MD, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: As New. Unread book in perfect condition.
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Applied Microbiome Data Analysis : Correlation, Association, Interaction and Composition
Da: GreatBookPrices, Columbia, MD, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: As New. Unread book in perfect condition.
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Statistical Analysis of Microbiome Data With R
Libro 14 di 19: ICSA Book Series in StatisticsDa: GreatBookPricesUK, Woodford Green, Regno Unito
Valutazione del venditore 5 su 5 stelle
EUR 168,09
Spedizione EUR 17,34
Spedito da Regno Unito a U.S.A.Quantità: Più di 20 disponibili
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Machine Learning for Microbiome Statistics
Da: GreatBookPricesUK, Woodford Green, Regno Unito
Valutazione del venditore 5 su 5 stelle
EUR 173,26
Spedizione EUR 17,34
Spedito da Regno Unito a U.S.A.Quantità: 10 disponibili
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Bioinformatic and Statistical Analysis of Microbiome Data: From Raw Sequences to Advanced Modeling with QIIME 2 and R
Da: Books Puddle, New York, NY, U.S.A.
Valutazione del venditore 4 su 5 stelle
Condizione: New.
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Statistical Analysis of Microbiome Data with R
Libro 14 di 19: ICSA Book Series in StatisticsLingua: Inglese
Editore: Springer Verlag, Singapore, SG, 2018
ISBN 10: 9811315337 ISBN 13: 9789811315336
Da: Rarewaves.com USA, London, LONDO, Regno Unito
Valutazione del venditore 5 su 5 stelle
EUR 197,38
Spedizione gratuita
Spedito da Regno Unito a U.S.A.Quantità: Più di 20 disponibili
Aggiungi al carrelloHardback. Condizione: New. 2018 ed. This unique book addresses the statistical modelling and analysis of microbiome data using cutting-edge R software. It includes real-world data from the authors' research and from the public domain, and discusses the implementation of R for data analysis step by step. The data and R computer programs are publicly available, allowing readers to replicate the model development and data analysis presented in each chapter, so that these new methods can be readily applied in their own research. The book also discusses recent developments in statistical modelling and data analysis in microbiome research, as well as the latest advances in next-generation sequencing and big data in methodological development and applications. This timely book will greatly benefit all readers involved in microbiome, ecology and microarray data analyses, as well as other fields of research.
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Applied Microbiome Statistics: Correlation, Association, Interaction and Composition (Chapman & Hall/CRC Biostatistics Series)
Da: Majestic Books, Hounslow, Regno Unito
Valutazione del venditore 4 su 5 stelle
EUR 190,52
Spedizione EUR 7,52
Spedito da Regno Unito a U.S.A.Quantità: 3 disponibili
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Machine Learning for Microbiome Statistics (Chapman & Hall/CRC Biostatistics Series)
Da: Majestic Books, Hounslow, Regno Unito
Valutazione del venditore 4 su 5 stelle
EUR 190,52
Spedizione EUR 7,52
Spedito da Regno Unito a U.S.A.Quantità: 3 disponibili
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Applied Microbiome Data Analysis : Correlation, Association, Interaction and Composition
Da: GreatBookPrices, Columbia, MD, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: New.
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Applied Microbiome Statistics: Correlation, Association, Interaction and Composition (Chapman & Hall/CRC Biostatistics Series)
Da: Books Puddle, New York, NY, U.S.A.
Valutazione del venditore 4 su 5 stelle
Condizione: New. 1st edition NO-PA16APR2015-KAP.
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Machine Learning for Microbiome Statistics
Da: GreatBookPricesUK, Woodford Green, Regno Unito
Valutazione del venditore 5 su 5 stelle
EUR 183,00
Spedizione EUR 17,34
Spedito da Regno Unito a U.S.A.Quantità: 10 disponibili
Aggiungi al carrelloCondizione: As New. Unread book in perfect condition.
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Bioinformatic and Statistical Analysis of Microbiome Data: From Raw Sequences to Advanced Modeling with QIIME 2 and R
Da: Majestic Books, Hounslow, Regno Unito
Valutazione del venditore 4 su 5 stelle
EUR 192,44
Spedizione EUR 7,52
Spedito da Regno Unito a U.S.A.Quantità: 1 disponibili
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Applied Microbiome Data Analysis : Correlation, Association, Interaction and Composition
Da: GreatBookPricesUK, Woodford Green, Regno Unito
Valutazione del venditore 5 su 5 stelle
EUR 183,02
Spedizione EUR 17,34
Spedito da Regno Unito a U.S.A.Quantità: 1 disponibili
Aggiungi al carrelloCondizione: As New. Unread book in perfect condition.
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Bioinformatic and Statistical Analysis of Microbiome Data (Hardcover)
Lingua: Inglese
Editore: Springer International Publishing AG, Cham, 2023
ISBN 10: 3031213904 ISBN 13: 9783031213908
Da: Grand Eagle Retail, Bensenville, IL, U.S.A.
Valutazione del venditore 5 su 5 stelle
Hardcover. Condizione: new. Hardcover. This unique book addresses the bioinformatic and statistical modelling and also the analysis of microbiome data using cutting-edge QIIME 2 and R software. It covers core analysis topics in both bioinformatics and statistics, which provides a complete workflow for microbiome data analysis: from raw sequencing reads to community analysis and statistical hypothesis testing. It includes real-world data from the authors research and from the public domain, and discusses the implementation of QIIME 2 and R for data analysis step-by-step. The data as well as QIIME 2 and R computer programs are publicly available, allowing readers to replicate the model development and data analysis presented in each chapter so that these new methods can be readily applied in their own research. Bioinformatic and Statistical Analysis of Microbiome Data is an ideal book for advanced graduate students and researchers in the clinical, biomedical, agricultural, and environmental fields, as well as those studying bioinformatics, statistics, and big data analysis. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Applied Microbiome Data Analysis : Correlation, Association, Interaction and Composition
Da: GreatBookPricesUK, Woodford Green, Regno Unito
Valutazione del venditore 5 su 5 stelle
EUR 192,32
Spedizione EUR 17,34
Spedito da Regno Unito a U.S.A.Quantità: 1 disponibili
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Applied Microbiome Statistics: Correlation, Association, Interaction and Composition
Da: THE SAINT BOOKSTORE, Southport, Regno Unito
Valutazione del venditore 5 su 5 stelle
EUR 193,92
Spedizione EUR 22,81
Spedito da Regno Unito a U.S.A.Quantità: 1 disponibili
Aggiungi al carrelloHardback. Condizione: New. New copy - Usually dispatched within 4 working days.
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Bioinformatic and Statistical Analysis of Microbiome Data: From Raw Sequences to Advanced Modeling with QIIME 2 and R
Da: Ria Christie Collections, Uxbridge, Regno Unito
Valutazione del venditore 5 su 5 stelle
EUR 199,22
Spedizione EUR 13,85
Spedito da Regno Unito a U.S.A.Quantità: Più di 20 disponibili
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Bioinformatic and Statistical Analysis of Microbiome Data: From Raw Sequences to Advanced Modeling with QIIME 2 and R
Da: Biblios, Frankfurt am main, HESSE, Germania
Valutazione del venditore 4 su 5 stelle
EUR 197,96
Spedizione EUR 9,95
Spedito da Germania a U.S.A.Quantità: 1 disponibili
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Machine Learning for Microbiome Statistics (Hardcover)
Lingua: Inglese
Editore: Taylor & Francis Ltd, London, 2026
ISBN 10: 1041005245 ISBN 13: 9781041005247
Da: CitiRetail, Stevenage, Regno Unito
Valutazione del venditore 5 su 5 stelle
EUR 173,27
Spedizione EUR 42,78
Spedito da Regno Unito a U.S.A.Quantità: 1 disponibili
Aggiungi al carrelloHardcover. Condizione: new. Hardcover. Machine learning fundamentally learns from the past experiences (seen data) to make predictions about future (unseen data). Predictions in nature are often uncertain. Microbiome data have unique characteristics, including high-dimensionality, over-dispersion, sparsity and zero-inflation, and heterogeneity. Thus, machine learning involving microbiome data for predicting the outcome of phenotypes is even more uncertain than learning those data from other fields. Machine Learning for Microbiome Statistics poses many challenges for evaluating the prediction performance using appropriate metrics and independent data validation.This unique book aims to address the challenges of machine learning statistics, emphasize the importance of performance valuation by appropriate metrics and independent data, and describe several important concepts of machine learning statistics, such as feature engineering and overfitting. It comprehensively reviews commonly used and newly developed machine learning models for microbiome research. Specifically, this book provides the step-by-step procedures to perform machine learning of microbiome data, including feature engineering, algorithm selection and optimization, performance evaluation and model testing. It comments the benefits and limitations of using machine learning for microbiome statistics and remarks on the advantages and disadvantages of each machine learning algorithm.It will be an excellent reference book for students and academics in the field.Presents a thorough overview of machine learning algorithms for microbiome statistics.Performs step-by-step procedures to perform machine learning of microbiome data, using important supervised learning algorithms, including classical, ensemble learning and tree-based models.Describes important concepts of machine learning, including bias and variance tradeoff, accuracy and precision, overfitting and underfitting, model complexity and interpretability, and feature engineering.Investigates and applies various cross-validation techniques step-by-step.Introduces confusion matrix and its derived measures. Comprehensively describes the properties of F1, Matthews correlation coefficient (MCC), area under the receiver operating characteristic curve (AUC-ROC), and area under the precision-recall curve (AUC-PR), as well as discusses their advantages and disadvantages when using them for microbiome data.Offers all related R codes and the datasets from the authors first-hand microbiome research and publicly available data. This unique book aims to address the challenges of machine learning statistics, emphasize the importance of performance valuation by appropriate metrics and independent data, and describe several important concepts of machine learning statistics, such as feature engineering and overfitting. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.
-
Machine Learning for Microbiome Statistics (Chapman & Hall/CRC Biostatistics Series)
Da: Books Puddle, New York, NY, U.S.A.
Valutazione del venditore 4 su 5 stelle
Condizione: New.
