Modeling Analysis Compositional Data by Pawlowsky Glahn Vera (16 results)
Modeling and Analysis of Compositional Data (Statistics in Practice)
Vera Pawlowsky-Glahn; Juan José Egozcue; Raimon Tolosana-Delgado
Language: English
Published by Wiley 2015
Series: Statistics in Practice, Book 34 of 49. Book 34 of 49 - Statistics in Practice
- Hardcover
- First Edition
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Hardcover. Condition: Very Good. 1st Edition. Hardcover, xvii + 247 pages, NOT ex-library. A clean and bright copy with unmarked text and firm binding, free of inscriptions and stamps. Boards show gentle external wear. Published without a dust jacket. -- Modeling and Analysis of Compositional Data presents a practical and compre…hensive introduction to the analysis of compositional data along with numerous examples to illustrate both theory and application of each method. Based upon short courses delivered by the authors, it provides a complete and current compendium of fundamental to advanced methodologies along with exercises at the end of each chapter to improve understanding, as well as data and a solutions manual which is available on an accompanying website. Complementing Pawlowsky-Glahn's earlier collective text that provides an overview of the state-of-the-art in this field, the book fills a gap in the literature for a much-needed manual for teaching, self learning or consulting. -- Contents: 1 Introduction 2 Compositional Data and Their Sample Space [Basic concepts; Principles of compositional analysis; Zeros, missing values, and other irregular components; Exercises] 3 The Aitchison Geometry [General comments; Vector space structure; Inner product, norm and distance; Geometric figures; Exercises] 4 Coordinate Representation [Introduction; Compositional observations in real space; Generating systems; Orthonormal coordinates; Balances; Working on coordinates; Additive logratio coordinates (alr); Orthogonal projections; Matrix operations in the simplex; Coordinates leading to alternative Euclidean structures; Exercises] 5 Exploratory Data Analysis [General remarks; Sample center, total variance, and variation matrix; Centering and scaling; Biplot: a graphical display; Exploratory analysis of coordinates; A geological example; Linear trends along principal components; A nutrition example; A political example; Exercises] 6 Random Compositions [Sample space; Variability and center; Probability distributions on the simplex; Exercises] 7 Statistical Inference [Point estimation of center and variability; Testing hypotheses on compositional normality; Testing hypotheses about two populations; Probability and confidence regions for normal data; Bayesian estimation with count data; Exercises] 8 Linear Models [Linear regression with compositional response; Regression with compositional covariates; Analysis of variance with compositional response; Linear discrimination with compositional predictor; Exercises] 9 Compositional Processes [Linear processes; Mixture processes; Settling processes; Simplicial derivative; Elementary differential equations; Exercises] 10 Epilogue; References; Appendix A Practical Recipes [Plotting a ternary diagram; Parameterization of an elliptic region; Matrix expressions of change of representation]; App B Random Variables [Probability spaces and random variables; Description of probability]; Author & General Index.
Language: English
Published by Wiley 2015
Series: Statistics in Practice, Book 34 of 49. Book 34 of 49 - Statistics in Practice
- Hardcover
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Modeling and Analysis of Compositional Data
Pawlowsky-Glahn, Vera; Egozcue, Juan Jose; Tolosana-delgado, Raimon
Language: English
Published by Wiley 2015
Series: Statistics in Practice, Book 34 of 49. Book 34 of 49 - Statistics in Practice
- Hardcover
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Modeling and Analysis of Compositional Data
Pawlowsky-Glahn, Vera; Egozcue, Juan Jose; Tolosana-delgado, Raimon
Language: English
Published by Wiley 2015
Series: Statistics in Practice, Book 34 of 49. Book 34 of 49 - Statistics in Practice
- Hardcover
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Modeling and Analysis of Compositional Data (Statistics in Practice)
Pawlowsky-Glahn, Vera; Egozcue, Juan Joseacute;; Tolosana-Delgado, Raimon
Language: English
Published by Wiley 2015
Series: Statistics in Practice, Book 34 of 49. Book 34 of 49 - Statistics in Practice
- Hardcover
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Modeling and Analysis of Compositional Data
Tolosana-Delgado Raimon Egozcue Juan Jose Pawlowsky-Glahn Vera
Language: English
Published by John Wiley & Sons 2015
Series: Statistics in Practice, Book 34 of 49. Book 34 of 49 - Statistics in Practice
- Hardcover
Seller: Majestic Books, Hounslow, , United KingdomMajestic Books
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Condition: New. pp. 272.
Language: English
Published by John Wiley & Sons Inc 2015
Series: Statistics in Practice, Book 34 of 49. Book 34 of 49 - Statistics in Practice
- Hardcover
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Language: English
Published by John Wiley & Sons Inc 2015
Series: Statistics in Practice, Book 34 of 49. Book 34 of 49 - Statistics in Practice
- Hardcover
- First Edition
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Condition: New. Modeling and Analysis of Compositional Data presents a practical and comprehensive introduction to the analysis of compositional data along with numerous examples to illustrate both theory and application of each method. Series: Statistics in Practice. Num Pages: 272 pages. BIC Classification: PBT; UNC. Category:… (P) Professional & Vocational. Dimension: 159 x 235 x 19. Weight in Grams: 476. . 2015. 1st Edition. Hardcover. . . . .
Modeling and Analysis of Compositional Data
Raimon Tolosana-Delgado Juan Jose Egozcue Vera Pawlowsky-Glahn
Language: English
Published by John Wiley & Sons 2015
Series: Statistics in Practice, Book 34 of 49. Book 34 of 49 - Statistics in Practice
- Hardcover
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Condition: New. pp. 272 Index.
Language: English
Published by John Wiley & Sons Inc 2015
Series: Statistics in Practice, Book 34 of 49. Book 34 of 49 - Statistics in Practice
- Hardcover
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Condition: New. Modeling and Analysis of Compositional Data presents a practical and comprehensive introduction to the analysis of compositional data along with numerous examples to illustrate both theory and application of each method. Series: Statistics in Practice. Num Pages: 272 pages. BIC Classification: PBT; UNC. Category:… (P) Professional & Vocational. Dimension: 159 x 235 x 19. Weight in Grams: 476. . 2015. 1st Edition. Hardcover. . . . . Books ship from the US and Ireland.
Modeling and Analysis of Compositional Data
Pawlowsky-Glahn, Vera; Egozcue, Juan Jose; Tolosana-delgado, Raimon
Language: English
Published by Wiley 2015
Series: Statistics in Practice, Book 34 of 49. Book 34 of 49 - Statistics in Practice
- Hardcover
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Language: English
Published by Wiley 2015
Series: Statistics in Practice, Book 34 of 49. Book 34 of 49 - Statistics in Practice
- Hardcover
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Modeling and Analysis of Compositional Data
Pawlowsky-Glahn, Vera; Egozcue, Juan Jose; Tolosana-delgado, Raimon
Language: English
Published by Wiley 2015
Series: Statistics in Practice, Book 34 of 49. Book 34 of 49 - Statistics in Practice
- Hardcover
Seller: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
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Language: English
Published by Wiley & Sons, Wiley 2015
Series: Statistics in Practice, Book 34 of 49. Book 34 of 49 - Statistics in Practice
- Hardcover
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Buch. Condition: Neu. Neuware - Modeling and Analysis of Compositional Data presents a practical and comprehensive introduction to the analysis of compositional data along with numerous examples to illustrate both theory and application of each method. Based upon short courses delivered by the authors, it provides a complete and… current compendium of fundamental to advanced methodologies along with exercises at the end of each chapter to improve understanding, as well as data and a solutions manual which is available on an accompanying website.Complementing Pawlowsky-Glahn's earlier collective text that provides an overview of the state-of-the-art in this field, Modeling and Analysis of Compositional Data fills a gap in the literature for a much-needed manual for teaching, self learning or consulting.
Language: English
Published by 2015 2015
Series: Statistics in Practice, Book 34 of 49. Book 34 of 49 - Statistics in Practice
- Hardcover
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Condition: Used: Good. Occasion - Bon Etat - Modeling and analysis of compositional data (2015) - Grand Format.
Language: English
Published by John Wiley & Sons Inc, New York 2015
Series: Statistics in Practice, Book 34 of 49. Book 34 of 49 - Statistics in Practice
- Hardcover
- First Edition
- Print on Demand
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Hardcover. Condition: new. Hardcover. Modeling and Analysis of Compositional Data presents a practical and comprehensive introduction to the analysis of compositional data along with numerous examples to illustrate both theory and application of each method. Based upon short courses delivered by the authors, it provides a comple…te and current compendium of fundamental to advanced methodologies along with exercises at the end of each chapter to improve understanding, as well as data and a solutions manual which is available on an accompanying website. Complementing Pawlowsky-Glahns earlier collective text that provides an overview of the state-of-the-art in this field, Modeling and Analysis of Compositional Data fills a gap in the literature for a much-needed manual for teaching, self learning or consulting. Modeling and Analysis of Compositional Data presents a practical and comprehensive introduction to the analysis of compositional data along with numerous examples to illustrate both theory and application of each method. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.
