Analysis of Variance, Design, and Regression

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Author :
Publisher : CRC Press
ISBN 13 : 9780412062919
Total Pages : 608 pages
Book Rating : 4.0/5 (629 download)

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Book Synopsis Analysis of Variance, Design, and Regression by : Ronald Christensen

Download or read book Analysis of Variance, Design, and Regression written by Ronald Christensen and published by CRC Press. This book was released on 1996-06-01 with total page 608 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text presents a comprehensive treatment of basic statistical methods and their applications. It focuses on the analysis of variance and regression, but also addressing basic ideas in experimental design and count data. The book has four connecting themes: similarity of inferential procedures, balanced one-way analysis of variance, comparison of models, and checking assumptions. Most inferential procedures are based on identifying a scalar parameter of interest, estimating that parameter, obtaining the standard error of the estimate, and identifying the appropriate reference distribution. Given these items, the inferential procedures are identical for various parameters. Balanced one-way analysis of variance has a simple, intuitive interpretation in terms of comparing the sample variance of the group means with the mean of the sample variance for each group. All balanced analysis of variance problems are considered in terms of computing sample variances for various group means. Comparing different models provides a structure for examining both balanced and unbalanced analysis of variance problems and regression problems. Checking assumptions is presented as a crucial part of every statistical analysis. Examples using real data from a wide variety of fields are used to motivate theory. Christensen consistently examines residual plots and presents alternative analyses using different transformation and case deletions. Detailed examination of interactions, three factor analysis of variance, and a split-plot design with four factors are included. The numerous exercises emphasize analysis of real data. Senior undergraduate and graduate students in statistics and graduate students in other disciplines using analysis of variance, design of experiments, or regression analysis will find this book useful.

The Analysis of Variance

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1461213444
Total Pages : 766 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis The Analysis of Variance by : Hardeo Sahai

Download or read book The Analysis of Variance written by Hardeo Sahai and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 766 pages. Available in PDF, EPUB and Kindle. Book excerpt: The analysis of variance (ANOYA) models have become one of the most widely used tools of modern statistics for analyzing multifactor data. The ANOYA models provide versatile statistical tools for studying the relationship between a dependent variable and one or more independent variables. The ANOYA mod els are employed to determine whether different variables interact and which factors or factor combinations are most important. They are appealing because they provide a conceptually simple technique for investigating statistical rela tionships among different independent variables known as factors. Currently there are several texts and monographs available on the sub ject. However, some of them such as those of Scheffe (1959) and Fisher and McDonald (1978), are written for mathematically advanced readers, requiring a good background in calculus, matrix algebra, and statistical theory; whereas others such as Guenther (1964), Huitson (1971), and Dunn and Clark (1987), although they assume only a background in elementary algebra and statistics, treat the subject somewhat scantily and provide only a superficial discussion of the random and mixed effects analysis of variance.

Variance Components

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Publisher : John Wiley & Sons
ISBN 13 : 0470317698
Total Pages : 537 pages
Book Rating : 4.4/5 (73 download)

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Book Synopsis Variance Components by : Shayle R. Searle

Download or read book Variance Components written by Shayle R. Searle and published by John Wiley & Sons. This book was released on 2009-09-25 with total page 537 pages. Available in PDF, EPUB and Kindle. Book excerpt: WILEY-INTERSCIENCE PAPERBACK SERIES The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists. ". . .Variance Components is an excellent book. It is organized and well written, and provides many references to a variety of topics. I recommend it to anyone with interest in linear models." —Journal of the American Statistical Association "This book provides a broad coverage of methods for estimating variance components which appeal to students and research workers . . . The authors make an outstanding contribution to teaching and research in the field of variance component estimation." —Mathematical Reviews "The authors have done an excellent job in collecting materials on a broad range of topics. Readers will indeed gain from using this book . . . I must say that the authors have done a commendable job in their scholarly presentation." —Technometrics This book focuses on summarizing the variability of statistical data known as the analysis of variance table. Penned in a readable style, it provides an up-to-date treatment of research in the area. The book begins with the history of analysis of variance and continues with discussions of balanced data, analysis of variance for unbalanced data, predictions of random variables, hierarchical models and Bayesian estimation, binary and discrete data, and the dispersion mean model.

Analysis of Variance for Random Models

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 081768168X
Total Pages : 499 pages
Book Rating : 4.8/5 (176 download)

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Book Synopsis Analysis of Variance for Random Models by : Hardeo Sahai

Download or read book Analysis of Variance for Random Models written by Hardeo Sahai and published by Springer Science & Business Media. This book was released on 2013-12-01 with total page 499 pages. Available in PDF, EPUB and Kindle. Book excerpt: ANOVA models involving random effects have found widespread application to experimental design in varied fields such as biology, econometrics, and engineering. Volume I of this two-part work is a comprehensive presentation of methods and techniques for point estimation, interval estimation, and hypotheses tests for linear models involving random effects. Volume I examines models with balanced data (orthogonal models); Volume II studies models with unbalanced data (non-orthogonal models). Accessible to readers with a modest mathematical and statistical background, the work will appeal to a broad audience of graduate students, researchers, and practitioners. It can be used as a graduate text or as a self-study reference.

Analysis of Variance for Random Models, Volume 2: Unbalanced Data

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Publisher : Springer Science & Business Media
ISBN 13 : 0817644253
Total Pages : 493 pages
Book Rating : 4.8/5 (176 download)

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Book Synopsis Analysis of Variance for Random Models, Volume 2: Unbalanced Data by : Hardeo Sahai

Download or read book Analysis of Variance for Random Models, Volume 2: Unbalanced Data written by Hardeo Sahai and published by Springer Science & Business Media. This book was released on 2007-07-03 with total page 493 pages. Available in PDF, EPUB and Kindle. Book excerpt: Systematic treatment of the commonly employed crossed and nested classification models used in analysis of variance designs with a detailed and thorough discussion of certain random effects models not commonly found in texts at the introductory or intermediate level. It also includes numerical examples to analyze data from a wide variety of disciplines as well as any worked examples containing computer outputs from standard software packages such as SAS, SPSS, and BMDP for each numerical example.

Credit Default Swap Spreads and Variance Risk Premia (VRP)

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Author :
Publisher : DIANE Publishing
ISBN 13 : 1437980163
Total Pages : 43 pages
Book Rating : 4.4/5 (379 download)

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Book Synopsis Credit Default Swap Spreads and Variance Risk Premia (VRP) by : Hao Wang

Download or read book Credit Default Swap Spreads and Variance Risk Premia (VRP) written by Hao Wang and published by DIANE Publishing. This book was released on 2011-04 with total page 43 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Analysis of Variance Designs

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Author :
Publisher : Cambridge University Press
ISBN 13 : 1107495431
Total Pages : 732 pages
Book Rating : 4.1/5 (74 download)

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Book Synopsis Analysis of Variance Designs by : Glenn Gamst

Download or read book Analysis of Variance Designs written by Glenn Gamst and published by Cambridge University Press. This book was released on 2008-09-01 with total page 732 pages. Available in PDF, EPUB and Kindle. Book excerpt: ANOVA (Analysis Of Variance) is one of the most fundamental and ubiquitous univariate methodologies employed by psychologists and other behavioural scientists. Analysis of Variance Designs presents the foundations of this experimental design, including assumptions, statistical significance, strength of effect, and the partitioning of the variance. Exploring the effects of one or more independent variables on a single dependent variable as well as two-way and three-way mixed designs, this textbook offers an overview of traditionally advanced topics for advanced undergraduates and graduate students in the behavioural and social sciences. Separate chapters are devoted to multiple comparisons (post hoc and planned/weighted), ANCOVA, and advanced topics. Each of the design chapters contains conceptual discussions, hand calculations, and procedures for the omnibus and simple effects analyses in both SPSS and the new 'click and shoot' SAS Enterprise Guide interface.

The Analysis of Variance

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 9780471345053
Total Pages : 500 pages
Book Rating : 4.3/5 (45 download)

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Book Synopsis The Analysis of Variance by : Henry Scheffé

Download or read book The Analysis of Variance written by Henry Scheffé and published by John Wiley & Sons. This book was released on 1999-03-05 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt: Originally published in 1959, this classic volume has had a major impact on generations of statisticians. Newly issued in the Wiley Classics Series, the book examines the basic theory of analysis of variance by considering several different mathematical models. Part I looks at the theory of fixed-effects models with independent observations of equal variance, while Part II begins to explore the analysis of variance in the case of other models.

Variance-Constrained Multi-Objective Stochastic Control and Filtering

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Publisher : John Wiley & Sons
ISBN 13 : 1118929462
Total Pages : 422 pages
Book Rating : 4.1/5 (189 download)

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Book Synopsis Variance-Constrained Multi-Objective Stochastic Control and Filtering by : Lifeng Ma

Download or read book Variance-Constrained Multi-Objective Stochastic Control and Filtering written by Lifeng Ma and published by John Wiley & Sons. This book was released on 2015-04-27 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unifies existing and emerging concepts concerning multi-objective control and stochastic control with engineering-oriented phenomena Establishes a unified theoretical framework for control and filtering problems for a class of discrete-time nonlinear stochastic systems with consideration to performance Includes case studies of several nonlinear stochastic systems Investigates the phenomena of incomplete information, including missing/degraded measurements, actuator failures and sensor saturations Considers both time-invariant systems and time-varying systems Exploits newly developed techniques to handle the emerging mathematical and computational challenges

Design Effects and Generalized Variance Functions for the 1990-91 Schools and Staffing Survey (SASS).: User's manual

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Author :
Publisher : Claitor's Pub Division
ISBN 13 :
Total Pages : 230 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Design Effects and Generalized Variance Functions for the 1990-91 Schools and Staffing Survey (SASS).: User's manual by : Sameena Salvucci

Download or read book Design Effects and Generalized Variance Functions for the 1990-91 Schools and Staffing Survey (SASS).: User's manual written by Sameena Salvucci and published by Claitor's Pub Division. This book was released on 1995 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Design Effects and Generalized Variance Functions for the 1990-91 Schools and Staffing Survey (SASS).: Technical report

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Author :
Publisher :
ISBN 13 :
Total Pages : 60 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Design Effects and Generalized Variance Functions for the 1990-91 Schools and Staffing Survey (SASS).: Technical report by : Sameena Salvucci

Download or read book Design Effects and Generalized Variance Functions for the 1990-91 Schools and Staffing Survey (SASS).: Technical report written by Sameena Salvucci and published by . This book was released on 1995 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Use of Correlation to Improve Estimates of the Mean and Variance

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Publisher :
ISBN 13 :
Total Pages : 20 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis Use of Correlation to Improve Estimates of the Mean and Variance by : Myron B. Fiering

Download or read book Use of Correlation to Improve Estimates of the Mean and Variance written by Myron B. Fiering and published by . This book was released on 1963 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt: An examination of the criteria for extending streamflow records by correlation.

Introduction to Variance Estimation

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Publisher : Springer Science & Business Media
ISBN 13 : 0387350993
Total Pages : 462 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis Introduction to Variance Estimation by : Kirk Wolter

Download or read book Introduction to Variance Estimation written by Kirk Wolter and published by Springer Science & Business Media. This book was released on 2007-08-13 with total page 462 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now available in paperback, this book is organized in a way that emphasizes both the theory and applications of the various variance estimating techniques. Results are often presented in the form of theorems; proofs are deleted when trivial or when a reference is readily available. It applies to large, complex surveys; and to provide an easy reference for the survey researcher who is faced with the problem of estimating variances for real survey data.

Analysis of Variance

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Author :
Publisher : SAGE
ISBN 13 : 9780803930018
Total Pages : 104 pages
Book Rating : 4.9/5 (3 download)

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Book Synopsis Analysis of Variance by : Gudmund R. Iversen

Download or read book Analysis of Variance written by Gudmund R. Iversen and published by SAGE. This book was released on 1987 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt: The authors have improved on their widely used first edition by providing updated examples, adding material on how to do ANOVA using statistical packages for microcomputers, linking the use of ANOVA to regression analysis, and enchancing their discussion on using ANOVA for experimentally gathered data.

Analysis of Variance in Experimental Design

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Publisher : Springer Science & Business Media
ISBN 13 : 1461397227
Total Pages : 532 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Analysis of Variance in Experimental Design by : Harold R. Lindman

Download or read book Analysis of Variance in Experimental Design written by Harold R. Lindman and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: As an introductory textbook on the analysis of variance or a reference for the researcher, this text stresses applications rather than theory, but gives enough theory to enable the reader to apply the methods intelligently rather than mechanically. Comprehensive, and covering the important techniques in the field, including new methods of post hoc testing. The relationships between different research designs are emphasized, and these relationships are exploited to develop general principles which are generalized to the analyses of a large number of seemingly differentdesigns. Primarily for graduate students in any field where statistics are used.

A Practical Guide to Manufacturing Variances in SAP S/4HANA

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Publisher : Espresso Tutorials GmbH
ISBN 13 : 3960120672
Total Pages : 220 pages
Book Rating : 4.9/5 (61 download)

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Book Synopsis A Practical Guide to Manufacturing Variances in SAP S/4HANA by : Tom King

Download or read book A Practical Guide to Manufacturing Variances in SAP S/4HANA written by Tom King and published by Espresso Tutorials GmbH. This book was released on 2021-09-08 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: Manufacturing companies need to put a large amount of effort into controlling variances in production. The SAP S/4HANA system provides many tools for highlighting and reviewing these variances. In this book, explore the sources of manufacturing order costs and how they interact to generate variances. Look into target cost versions and learn how different views of variances can give each stakeholder a fuller understanding of non-conformance in manufacturing. Review strategies for setting up the reporting tools to give the most actionable information. Learn some tips for analyzing reporting needs and how to keep the information fresh and meaningful. Understand the interaction between manufacturing orders and cost centers in order to see the big picture of manufacturing performance. Look into the period-end tasks required for order settlement and see how that impacts views of variances. Get an overview of the important configuration tasks. Learn about: - How SAP Manufacturing and Controlling modules interact - Sources of target and actual costs used to determine variances - How manufacturing reporting affects cost center accounting - Strategies for interpreting and managing variances in manufacturing

Fundamentals of Exploratory Analysis of Variance

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 0470317663
Total Pages : 448 pages
Book Rating : 4.4/5 (73 download)

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Book Synopsis Fundamentals of Exploratory Analysis of Variance by : David C. Hoaglin

Download or read book Fundamentals of Exploratory Analysis of Variance written by David C. Hoaglin and published by John Wiley & Sons. This book was released on 2009-09-25 with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt: The analysis of variance is presented as an exploratory component of data analysis, while retaining the customary least squares fitting methods. Balanced data layouts are used to reveal key ideas and techniques for exploration. The approach emphasizes both the individual observations and the separate parts that the analysis produces. Most chapters include exercises and the appendices give selected percentage points of the Gaussian, t, F chi-squared and studentized range distributions.