The R Book

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Publisher : John Wiley & Sons
ISBN 13 : 9780470515068
Total Pages : 953 pages
Book Rating : 4.5/5 (15 download)

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Book Synopsis The R Book by : Michael J. Crawley

Download or read book The R Book written by Michael J. Crawley and published by John Wiley & Sons. This book was released on 2007-06-13 with total page 953 pages. Available in PDF, EPUB and Kindle. Book excerpt: The high-level language of R is recognized as one of the mostpowerful and flexible statistical software environments, and israpidly becoming the standard setting for quantitative analysis,statistics and graphics. R provides free access to unrivalledcoverage and cutting-edge applications, enabling the user to applynumerous statistical methods ranging from simple regression to timeseries or multivariate analysis. Building on the success of the author’s bestsellingStatistics: An Introduction using R, The R Book ispacked with worked examples, providing an all inclusive guide to R,ideal for novice and more accomplished users alike. The bookassumes no background in statistics or computing and introduces theadvantages of the R environment, detailing its applications in awide range of disciplines. Provides the first comprehensive reference manual for the Rlanguage, including practical guidance and full coverage of thegraphics facilities. Introduces all the statistical models covered by R, beginningwith simple classical tests such as chi-square and t-test. Proceeds to examine more advance methods, from regression andanalysis of variance, through to generalized linear models,generalized mixed models, time series, spatial statistics,multivariate statistics and much more. The R Book is aimed at undergraduates, postgraduates andprofessionals in science, engineering and medicine. It is alsoideal for students and professionals in statistics, economics,geography and the social sciences.

The GLIM System

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Publisher : Oxford University Press, USA
ISBN 13 :
Total Pages : 848 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis The GLIM System by : Brian Francis

Download or read book The GLIM System written by Brian Francis and published by Oxford University Press, USA. This book was released on 1993 with total page 848 pages. Available in PDF, EPUB and Kindle. Book excerpt: In statistics, fitting linear models to data is a general theme. This manual describes how GLIM 4--the popular software package--may be used for statistical analysis, including data manipulation and display, model fitting, and prediction. The manual has been divided into three distinct guides. The User Guide introduces and illustrates all the facilities in GLIM 4. Each chapter describes the directives relevant to a particular type of activity involved in the statistical modelling of data. The Modelling Guide presents a broad array of examples which comprise an effective introduction for new users. The Reference Guide contains a formal description of the syntax and semantics of the GLIM 4 language, of the data structures it handles, and of the directives provided, constituting a reference manual for the experienced user. This book is sure to be useful to research statisticians wherever GLIM is used.

Mixed Effects Models for Complex Data

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Publisher : CRC Press
ISBN 13 : 9781420074086
Total Pages : 431 pages
Book Rating : 4.0/5 (74 download)

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Book Synopsis Mixed Effects Models for Complex Data by : Lang Wu

Download or read book Mixed Effects Models for Complex Data written by Lang Wu and published by CRC Press. This book was released on 2009-11-11 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although standard mixed effects models are useful in a range of studies, other approaches must often be used in correlation with them when studying complex or incomplete data. Mixed Effects Models for Complex Data discusses commonly used mixed effects models and presents appropriate approaches to address dropouts, missing data, measurement errors, censoring, and outliers. For each class of mixed effects model, the author reviews the corresponding class of regression model for cross-sectional data. An overview of general models and methods, along with motivating examples After presenting real data examples and outlining general approaches to the analysis of longitudinal/clustered data and incomplete data, the book introduces linear mixed effects (LME) models, generalized linear mixed models (GLMMs), nonlinear mixed effects (NLME) models, and semiparametric and nonparametric mixed effects models. It also includes general approaches for the analysis of complex data with missing values, measurement errors, censoring, and outliers. Self-contained coverage of specific topics Subsequent chapters delve more deeply into missing data problems, covariate measurement errors, and censored responses in mixed effects models. Focusing on incomplete data, the book also covers survival and frailty models, joint models of survival and longitudinal data, robust methods for mixed effects models, marginal generalized estimating equation (GEE) models for longitudinal or clustered data, and Bayesian methods for mixed effects models. Background material In the appendix, the author provides background information, such as likelihood theory, the Gibbs sampler, rejection and importance sampling methods, numerical integration methods, optimization methods, bootstrap, and matrix algebra. Failure to properly address missing data, measurement errors, and other issues in statistical analyses can lead to severely biased or misleading results. This book explores the biases that arise when naïve methods are used and shows which approaches should be used to achieve accurate results in longitudinal data analysis.

Applying Generalized Linear Models

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Publisher : Springer Science & Business Media
ISBN 13 : 038722730X
Total Pages : 265 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Applying Generalized Linear Models by : James K. Lindsey

Download or read book Applying Generalized Linear Models written by James K. Lindsey and published by Springer Science & Business Media. This book was released on 2008-01-15 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes how generalised linear modelling procedures can be used in many different fields, without becoming entangled in problems of statistical inference. The author shows the unity of many of the commonly used models and provides readers with a taste of many different areas, such as survival models, time series, and spatial analysis, and of their unity. As such, this book will appeal to applied statisticians and to scientists having a basic grounding in modern statistics. With many exercises at the end of each chapter, it will equally constitute an excellent text for teaching applied statistics students and non- statistics majors. The reader is assumed to have knowledge of basic statistical principles, whether from a Bayesian, frequentist, or direct likelihood point of view, being familiar at least with the analysis of the simpler normal linear models, regression and ANOVA.

Compliance With Treatment In Schizophrenia

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Publisher : Psychology Press
ISBN 13 : 1134835108
Total Pages : 97 pages
Book Rating : 4.1/5 (348 download)

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Book Synopsis Compliance With Treatment In Schizophrenia by : Alec Buchanan

Download or read book Compliance With Treatment In Schizophrenia written by Alec Buchanan and published by Psychology Press. This book was released on 2013-06-20 with total page 97 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is a myth that people with mental disorders comply poorly with treatment. In fact, psychiatric patients are no more likely than patients in other medical specialities to go against the advice of their doctor. That said, it is easy to find instances where psychotropic medication is refused by the supposed beneficiary. The value of neuroleptic treatment in schizophrenia is now widely accepted. Failure to take such treatment is associated with relapse and relapse may endanger the patient and other people. Despite this, people with schizophrenia frequently fail to take their treatment. This study shows that one third can be expected to be non-compliant within two years of leaving a general adult psychiatry ward. It also looks at the reasons for this: the influence of drug side-effects is examined, as well as the impact of each patient's attitude to treatment and whether or not they have stopped taking prescribed medication in the past.

Statistical Modelling

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Publisher : Springer Science & Business Media
ISBN 13 : 1461236800
Total Pages : 352 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Statistical Modelling by : Adriano Decarli

Download or read book Statistical Modelling written by Adriano Decarli and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the Proceedings of the joint meeting of GLIM89 and the 4th International Workshop on statistical Modelling, held in Trento, Italy, from 17 to 21 July 1989. The meeting aimed to bring together researchers interested in the development and application of generalized linear modelling in GLIM and those interested in statistical modelling in its widest sense. This joint meeting built upon the success of previous workshops held in Innsbruck, perugia and Vienna, and upon the two previous GLIM conferences , GLIM82 and GLIM85. The Proceedings of the latter two being available as numbers 14 and 32 in the springer Verlag series of Lecture Notes in Statistics). Much statistical modelling is carried out using GLIM, as is apparent from many of the papers in these Proceedings; however, the Programme Committee were also keen on encouraging papers which discussed more general modelling techniques. Thus about a third of the papers in this volume are outside the GLIM framework. The Programme Committee specifically requested non-theoretical papers in addition to considering theoretical contributions. Thus there are papers in a wide range of practical areas, such as radio spectral occupancy, comparison of birthweights, intervals between births, accidents of railway workers, genetics, demography, medical trials, the social sciences and insurance. A wide range of theoretical developments are discussed, for example, overdispersion, non-exponential family modelling, novel approaches to analysing contingency tables, random effects models, Kalman Filtering, model checking and extensions of Wedderburn's theoretical underpinning of GLMs.

COMPSTAT

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Publisher : Springer Science & Business Media
ISBN 13 : 364250096X
Total Pages : 333 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis COMPSTAT by : Konstantin Momirovic

Download or read book COMPSTAT written by Konstantin Momirovic and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 333 pages. Available in PDF, EPUB and Kindle. Book excerpt: Although no-one is, probably, too enthused about the idea, it is a fact that the development of most empirical sciences to a great extent depends on the development of data analysis methods and techniques, which, due to the necessity of application of computers for that purpose, actually means that it practically depends on the advancement and orientation of computer statistics. Every other year the International Association for Statistical Computing sponsors the organizition of meetings of individual s professiona77y involved in computational statistics. Since these meetings attract professionals from allover the world, they are a good sample for the estimation of trends in this area which some believe is a statistics proper while others claim it is computer science. It seems, though, that an increasing number of colleagues treat it as an independent scientific or at least technical discipline. This volume contains six invited papers, 41 contributed papers and, finally, two papers which are, formally, software descriptions, but it was agreed by the Program Committee that they should be included in a separate section entitled "Notes about new developments in statistical software", due to their special significance for current trends in computational statistics.

Biostatistics in the Study of Toxicology

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Publisher :
ISBN 13 :
Total Pages : 320 pages
Book Rating : 4.3/5 ( download)

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Book Synopsis Biostatistics in the Study of Toxicology by :

Download or read book Biostatistics in the Study of Toxicology written by and published by . This book was released on 1994 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Tropical Agricultural Research

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Publisher :
ISBN 13 :
Total Pages : 788 pages
Book Rating : 4.E/5 ( download)

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Book Synopsis Tropical Agricultural Research by : University of Peradeniya. Postgraduate Institute of Agriculture. Congress

Download or read book Tropical Agricultural Research written by University of Peradeniya. Postgraduate Institute of Agriculture. Congress and published by . This book was released on 1995 with total page 788 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Environmental Health Perspectives

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Publisher :
ISBN 13 :
Total Pages : 858 pages
Book Rating : 4.3/5 (121 download)

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Book Synopsis Environmental Health Perspectives by :

Download or read book Environmental Health Perspectives written by and published by . This book was released on 1993 with total page 858 pages. Available in PDF, EPUB and Kindle. Book excerpt:

The Medical Journal of Australia

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Publisher :
ISBN 13 :
Total Pages : 568 pages
Book Rating : 4.0/5 ( download)

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Book Synopsis The Medical Journal of Australia by :

Download or read book The Medical Journal of Australia written by and published by . This book was released on 1991 with total page 568 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Ecology

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Publisher :
ISBN 13 :
Total Pages : 684 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Ecology by :

Download or read book Ecology written by and published by . This book was released on 1994 with total page 684 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Preferences for the Sex of Children and Their Influence on Reproductive Behaviour

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Publisher :
ISBN 13 :
Total Pages : 60 pages
Book Rating : 4.:/5 (321 download)

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Book Synopsis Preferences for the Sex of Children and Their Influence on Reproductive Behaviour by : John G. Cleland

Download or read book Preferences for the Sex of Children and Their Influence on Reproductive Behaviour written by John G. Cleland and published by . This book was released on 1983 with total page 60 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Analysis of Complex Surveys

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Publisher :
ISBN 13 :
Total Pages : 334 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Analysis of Complex Surveys by : C. J. Skinner

Download or read book Analysis of Complex Surveys written by C. J. Skinner and published by . This book was released on 1989-11-24 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: This study discusses appropriate principles and methods for the analysis of surveys, such as stratified multi-stage sampling, as well as the complex structure of the populations upon which these designs are based. It features essays on current research written by international experts.

Imperial Projections

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Publisher : JHU Press
ISBN 13 : 9780801882685
Total Pages : 316 pages
Book Rating : 4.8/5 (826 download)

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Book Synopsis Imperial Projections by : Sandra R. Joshel

Download or read book Imperial Projections written by Sandra R. Joshel and published by JHU Press. This book was released on 2005-09-13 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: , Martin M. Winkler, and Maria Wyke--Peter Bondanella, Indiana University "Classical Outlook"

Generalized Linear Models and Extensions, Second Edition

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Publisher : Stata Press
ISBN 13 : 1597180149
Total Pages : 413 pages
Book Rating : 4.5/5 (971 download)

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Book Synopsis Generalized Linear Models and Extensions, Second Edition by : James W. Hardin

Download or read book Generalized Linear Models and Extensions, Second Edition written by James W. Hardin and published by Stata Press. This book was released on 2007 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deftly balancing theory and application, this book stands out in its coverage of the derivation of the GLM families and their foremost links. This edition has new sections on discrete response models, including zero-truncated, zero-inflated, censored, and hurdle count models, as well as heterogeneous negative binomial, and more.

Current Index to Statistics, Applications, Methods and Theory

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Publisher :
ISBN 13 :
Total Pages : 788 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Current Index to Statistics, Applications, Methods and Theory by :

Download or read book Current Index to Statistics, Applications, Methods and Theory written by and published by . This book was released on 1994 with total page 788 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Current Index to Statistics (CIS) is a bibliographic index of publications in statistics, probability, and related fields.