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Design of Experiments

Design of Experiments Author Max Morris
ISBN-10 9781439894903
Release 2010-07-27
Pages 376
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Offering deep insight into the connections between design choice and the resulting statistical analysis, Design of Experiments: An Introduction Based on Linear Models explores how experiments are designed using the language of linear statistical models. The book presents an organized framework for understanding the statistical aspects of experimental design as a whole within the structure provided by general linear models, rather than as a collection of seemingly unrelated solutions to unique problems. The core material can be found in the first thirteen chapters. These chapters cover a review of linear statistical models, completely randomized designs, randomized complete blocks designs, Latin squares, analysis of data from orthogonally blocked designs, balanced incomplete block designs, random block effects, split-plot designs, and two-level factorial experiments. The remainder of the text discusses factorial group screening experiments, regression model design, and an introduction to optimal design. To emphasize the practical value of design, most chapters contain a short example of a real-world experiment. Details of the calculations performed using R, along with an overview of the R commands, are provided in an appendix. This text enables students to fully appreciate the fundamental concepts and techniques of experimental design as well as the real-world value of design. It gives them a profound understanding of how design selection affects the information obtained in an experiment.



Linear Models with R Second Edition

Linear Models with R  Second Edition Author Julian J. Faraway
ISBN-10 9781439887349
Release 2016-04-19
Pages 286
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A Hands-On Way to Learning Data Analysis Part of the core of statistics, linear models are used to make predictions and explain the relationship between the response and the predictors. Understanding linear models is crucial to a broader competence in the practice of statistics. Linear Models with R, Second Edition explains how to use linear models in physical science, engineering, social science, and business applications. The book incorporates several improvements that reflect how the world of R has greatly expanded since the publication of the first edition. New to the Second Edition Reorganized material on interpreting linear models, which distinguishes the main applications of prediction and explanation and introduces elementary notions of causality Additional topics, including QR decomposition, splines, additive models, Lasso, multiple imputation, and false discovery rates Extensive use of the ggplot2 graphics package in addition to base graphics Like its widely praised, best-selling predecessor, this edition combines statistics and R to seamlessly give a coherent exposition of the practice of linear modeling. The text offers up-to-date insight on essential data analysis topics, from estimation, inference, and prediction to missing data, factorial models, and block designs. Numerous examples illustrate how to apply the different methods using R.



Encyclopedia of GIS

Encyclopedia of GIS Author Shashi Shekhar
ISBN-10 9780387308586
Release 2007-12-12
Pages 1370
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The Encyclopedia of GIS provides a comprehensive and authoritative guide, contributed by experts and peer-reviewed for accuracy, and alphabetically arranged for convenient access. The entries explain key software and processes used by geographers and computational scientists. Major overviews are provided for nearly 200 topics: Geoinformatics, Spatial Cognition, and Location-Based Services and more. Shorter entries define specific terms and concepts. The reference will be published as a print volume with abundant black and white art, and simultaneously as an XML online reference with hyperlinked citations, cross-references, four-color art, links to web-based maps, and other interactive features.



Problem Solving

Problem Solving Author Chris Chatfield
ISBN-10 0412606305
Release 1995-05-11
Pages 325
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This book illuminates the complex process of problem solving, including formulating the problem, collecting and analyzing data, and presenting the conclusions.



Biometrics Volume I

Biometrics   Volume I Author Susan R. Wilson
ISBN-10 9781905839360
Release 2009-02-18
Pages 342
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Biometrics is a component of Encyclopedia of Mathematical Sciences in the global Encyclopedia of Life Support Systems (EOLSS), which is an integrated compendium of twenty one Encyclopedias. Biometry is a broad discipline covering all applications of statistics and mathematics to biology. The Theme Biometrics is divided into areas of expertise essential for a proper application of statistical and mathematical methods to contemporary biological problems. These volumes cover four main topics: Data Collection and Analysis, Statistical Methodology, Computation, Biostatistical Methods and Research Design and Selected Topics. These volumes are aimed at the following five major target audiences: University and College students Educators, Professional practitioners, Research personnel and Policy analysts, managers, and decision makers and NGOs.



Analysis of Variance Design and Regression

Analysis of Variance  Design  and Regression Author Ronald Christensen
ISBN-10 0412062917
Release 1996-06-01
Pages 608
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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.



A Course in Statistics with R

A Course in Statistics with R Author Prabhanjan N. Tattar
ISBN-10 9781119152736
Release 2016-03-15
Pages 696
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Integrates the theory and applications of statistics using R A Course in Statistics with R has been written to bridge the gap between theory and applications and explain how mathematical expressions are converted into R programs. The book has been primarily designed as a useful companion for a Masters student during each semester of the course, but will also help applied statisticians in revisiting the underpinnings of the subject. With this dual goal in mind, the book begins with R basics and quickly covers visualization and exploratory analysis. Probability and statistical inference, inclusive of classical, nonparametric, and Bayesian schools, is developed with definitions, motivations, mathematical expression and R programs in a way which will help the reader to understand the mathematical development as well as R implementation. Linear regression models, experimental designs, multivariate analysis, and categorical data analysis are treated in a way which makes effective use of visualization techniques and the related statistical techniques underlying them through practical applications, and hence helps the reader to achieve a clear understanding of the associated statistical models. Key features: Integrates R basics with statistical concepts Provides graphical presentations inclusive of mathematical expressions Aids understanding of limit theorems of probability with and without the simulation approach Presents detailed algorithmic development of statistical models from scratch Includes practical applications with over 50 data sets



Statistics and Data Analysis for Microarrays Using R and Bioconductor Second Edition

Statistics and Data Analysis for Microarrays Using R and Bioconductor  Second Edition Author Sorin Drăghici
ISBN-10 9781439809761
Release 2016-04-19
Pages 1036
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Richly illustrated in color, Statistics and Data Analysis for Microarrays Using R and Bioconductor, Second Edition provides a clear and rigorous description of powerful analysis techniques and algorithms for mining and interpreting biological information. Omitting tedious details, heavy formalisms, and cryptic notations, the text takes a hands-on, example-based approach that teaches students the basics of R and microarray technology as well as how to choose and apply the proper data analysis tool to specific problems. New to the Second Edition Completely updated and double the size of its predecessor, this timely second edition replaces the commercial software with the open source R and Bioconductor environments. Fourteen new chapters cover such topics as the basic mechanisms of the cell, reliability and reproducibility issues in DNA microarrays, basic statistics and linear models in R, experiment design, multiple comparisons, quality control, data pre-processing and normalization, Gene Ontology analysis, pathway analysis, and machine learning techniques. Methods are illustrated with toy examples and real data and the R code for all routines is available on an accompanying CD-ROM. With all the necessary prerequisites included, this best-selling book guides students from very basic notions to advanced analysis techniques in R and Bioconductor. The first half of the text presents an overview of microarrays and the statistical elements that form the building blocks of any data analysis. The second half introduces the techniques most commonly used in the analysis of microarray data.



Journal of the American Statistical Association

Journal of the American Statistical Association Author
ISBN-10 UOM:39015085199381
Release 2009
Pages
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Journal of the American Statistical Association has been writing in one form or another for most of life. You can find so many inspiration from Journal of the American Statistical Association also informative, and entertaining. Click DOWNLOAD or Read Online button to get full Journal of the American Statistical Association book for free.



Mathematical Reviews

Mathematical Reviews Author
ISBN-10 UOM:39015069723651
Release 2006
Pages
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Mathematical Reviews has been writing in one form or another for most of life. You can find so many inspiration from Mathematical Reviews also informative, and entertaining. Click DOWNLOAD or Read Online button to get full Mathematical Reviews book for free.



Knowledge for sustainable development

Knowledge for sustainable development Author Unesco
ISBN-10 UOM:39015053026228
Release 2002
Pages 3580
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This three volume set presents a multidisciplinary examination of the global life support systems on which we depend by providing a selection of articles on sustainable development issues written by international experts. Volume 1 focuses on the earth and atmospheric sciences, mathematical, biological and medical sciences, social sciences and humanities, physical sciences, engineering and technology resources. Volume 2 covers chemical sciences, energy science and water engineering, as well as the main issues related to environmental sciences and ecological resources. Volume 3 offers a comprehensive view of food and agricultural engineering resources, the management of human and natural resources, economic and institutional resources, information technology and systems management, as well as a regional overview of sustainable development issues. Each article includes a bibliography, a glossary and a guide to further information available as part of the on-line Encyclopedia version (http://www.eolss.net).



Choice

Choice Author
ISBN-10 UOM:39015079402452
Release 2003
Pages
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Choice has been writing in one form or another for most of life. You can find so many inspiration from Choice also informative, and entertaining. Click DOWNLOAD or Read Online button to get full Choice book for free.



Technometrics

Technometrics Author
ISBN-10 UOM:39015065057591
Release 1959
Pages
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Technometrics has been writing in one form or another for most of life. You can find so many inspiration from Technometrics also informative, and entertaining. Click DOWNLOAD or Read Online button to get full Technometrics book for free.



Subject Guide to Books in Print

Subject Guide to Books in Print Author
ISBN-10 STANFORD:36105025888517
Release 2003
Pages
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Subject Guide to Books in Print has been writing in one form or another for most of life. You can find so many inspiration from Subject Guide to Books in Print also informative, and entertaining. Click DOWNLOAD or Read Online button to get full Subject Guide to Books in Print book for free.



Joyce in the Belly of the Big Truck Workbook

Joyce in the Belly of the Big Truck  Workbook Author Joyce A. Cascio
ISBN-10 0976237318
Release 2005-05
Pages
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Joyce in the Belly of the Big Truck Workbook has been writing in one form or another for most of life. You can find so many inspiration from Joyce in the Belly of the Big Truck Workbook also informative, and entertaining. Click DOWNLOAD or Read Online button to get full Joyce in the Belly of the Big Truck Workbook book for free.



Encyclopedia of Medical Devices and Instrumentation Radiotherapy heavy ion X rays production of

Encyclopedia of Medical Devices and Instrumentation  Radiotherapy  heavy ion   X rays  production of Author John G. Webster
ISBN-10 0470040718
Release 2006
Pages 6
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This set is an alphabetically organized compilation of about 300 articles that describe critical aspects of medical devices and instrumentation. The articles emphasize the contributions of engineering, physics, and computers to each of the general areas of anesthesiology, biomaterials, burns, cardiology, clinical chemistry, clinical engineering, communicative disorders, computers in medicine, critical care medicine, dermatology, dentistry, ear, nose, and throat, emergency medicine, endocrinology, gastroenterology, genetics, geriatrics, gynecology, hematology, heptology, internal medicine, medical physics, microbiology, nephrology, neurology, nutrition, obstetrics, oncology, ophthalmology, orthopedics, pain, pediatrics, peripheral vascular disease, pharmacology, physical therapy, psychiatry, pulmonary medicine, radiology, rehabilitation, surgery, tissue engineering, transducers, and urology.



Scientific and Technical Books and Serials in Print 1989

Scientific and Technical Books and Serials in Print 1989 Author Bowker Editorial Staff
ISBN-10 0835225550
Release 1988
Pages 4665
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Scientific and Technical Books and Serials in Print 1989 has been writing in one form or another for most of life. You can find so many inspiration from Scientific and Technical Books and Serials in Print 1989 also informative, and entertaining. Click DOWNLOAD or Read Online button to get full Scientific and Technical Books and Serials in Print 1989 book for free.