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Probability & Statistics - Regression Analysis

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Regression Analysis by Example
by Hadi, Ali S.    Chatterjee, Samprit   
(Hardcover - English - 9780470905845)
Praise for the Fourth Edition: "This book is . . . an excellent source of examples for regression analysis. It has been and still is readily readable and understandable." --Journal of the American Statistical Association Regression analysis is a conceptually simple method for investigating relationships among variables. Carrying out a successful application of regression analysis, however, requires a balance of theoretical results, empirical rules, and subjective judgment. Regression Analysis by Example, Fifth Edition has been expanded and thoroughly updated to reflect recent advances in the field. The emphasis continues to be on exploratory data analys ..
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Rp. 3.409.000
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Regression Analysis: An Intuitive Guide for Using and Interpreting Linear Models
by Frost, Jim       
(Paperback - English - 9781735431185)
Learn regression analysis at a deeper level with guidance written in everyday language br Intuitively understand regression analysis by focusing on concepts and graphs rather than equations. Learn practical tips for modeling your data and interpreting the results. Feel confident that you're analyzing your data properly and able to trust your results. Know that you can detect and correct problems that arise. br Progress from a beginner to a skilled practitioner ready for real-world applications br After an overview of how regression works and why to use it, the book covers a range of topics, including specifying and assessing models, practical applicatio ..
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Rp. 635.000
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Rp. 746.000
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Statistics II for Dummies
by Rumsey, Deborah J.       
(Paperback - English - 9781119827399)
Continue your statistics journey with this all-encompassing reference Completed Statistics through standard deviations, confidence intervals, and hypothesis testing? Then you're ready for the next step: Statistics II. And there's no better way to tackle this challenging subject than with Statistics II For Dummies ! Get a brief overview of Statisticsin case you need to brush up on earlier topics, and then dive into a full explanation of all Statistic II concepts, including multiple regression, analysis of variance (ANOVA), Chi-square tests, nonparametric procedures, and analyzing large data sets. By the end of the book, you'll know how to use all the statistic ..
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Rp. 454.000
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Rp. 534.000
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Sample Size Calculations: Practical Methods for Engineers and Scientists
by Mathews, Paul       
(Paperback - English - 9780615324616)
Sample Size Calculations: Practical Methods for Engineers and Scientists presents power and sample size calculations for common statistical analyses including methods for means, standard deviations, proportions, counts, regression, correlation, and measures of agreement. Topics of special interest to quality engineering professionals include designed experiments, reliability studies, statistical process control, acceptance sampling, process capability analysis, statistical tolerancing, and gage error studies. The book emphasizes approximate methods, but exact methods are presented when the approximate methods fail. Monte Carlo and bootstrap methods are introduce ..
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Rp. 883.000
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Rp. 1.039.000
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Statistics Demystified, 2nd Edition
by Gibilisco, Stan       
(Paperback - English - 9780071751339)
Publisher's Note: Products purchased from Third Party sellers are not guaranteed by the publisher for quality, authenticity, or access to any online entitlements included with the product. br MULTIPLY your chances of learning STATISTICSTrying to understand statistics but feeling a bit uncertain? Here's your solution. Statistics Demystifed , Second Edition helps you master this fundamental topic with ease. Written in a step-by-step format, this practical guide begins by reviewing background mathematics, probability basics, and descriptive measures. The book goes on to demonstrate statistics in action with coverage of sampling, estimation, hypotheses, prediction, ..
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Rp. 470.000
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Rp. 553.000
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Linear Regression With Python: A Tutorial Introduction to the Mathematics of Regression Analysis
by Stone, James V.       
(Paperback - English - 9781916279186)
Linear regression is the workhorse of data analysis. It is the first step, and often the only step, in fitting a simple model to data. This brief book explains the essential mathematics required to understand and apply regression analysis. The tutorial style of writing, accompanied by over 30 diagrams, offers a visually intuitive account of linear regression, including a brief overview of nonlinear and Bayesian regression. Hands-on experience is provided in the form of numerical examples, included as Python code at the end of each chapter, and implemented online as Python and Matlab code. Supported by a comprehensive glossary and tutorial appendices, this book p ..
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Rp. 483.000
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Linear Mixed Models: A Practical Guide Using Statistical Software
by West, Brady T.    Welch, Kathleen B.    Galecki, Andrzej T.
(Hardcover - English - 9781032019321)
Highly recommended by JASA, Technometrics, and other leading statistical journals, the first two editions of this bestseller showed how to easily perform complex linear mixed model (LMM) analyses via a variety of software programs. Linear Mixed Models: A Practical Guide Using Statistical Software, Third Edition continues to lead readers step-by-step through the process of fitting LMMs. The third edition provides a comprehensive update of the available tools for fitting linear mixed-effects models in the newest versions of SAS, SPSS, R, Stata, and HLM. All examples have been updated, with a focus on new tools for visualization of results and interpretation. New ..
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Linear Regression With Matlab: A Tutorial Introduction to the Mathematics of Regression Analysis
by Stone, James V.       
(Paperback - English - 9781916279179)
Linear regression is the workhorse of data analysis. It is the first step, and often the only step, in fitting a simple model to data. This brief book explains the essential mathematics required to understand and apply regression analysis. The tutorial style of writing, accompanied by over 30 diagrams, offers a visually intuitive account of linear regression, including a brief overview of nonlinear and Bayesian regression. Hands-on experience is provided in the form of numerical examples, included as Matlab code at the end of each chapter, and implemented online as Python and Matlab code. Supported by a comprehensive glossary and tutorial appendices, this book p ..
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Rp. 483.000
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Rp. 568.000
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Solutions Manual to Accompany Introduction to Linear Regression Analysis
by Montgomery, Douglas C.    Peck, Elizabeth A.    Vining, G. Geoffrey
(Paperback - English - 9781119578697)
INTRODUCTION TO LINEAR REGRESSION ANALYSIS ..
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Rp. 616.000
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Rp. 724.000
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Introduction to Linear Regression Analysis
by Montgomery, Douglas C.    Peck, Elizabeth A.    Vining, G. Geoffrey
(Hardcover - English - 9781119578727)
INTRODUCTION TO LINEAR REGRESSION ANALYSIS A comprehensive and current introduction to the fundamentals of regression analysis Introduction to Linear Regression Analysis, 6th Edition is the most comprehensive, fulsome, and current examination of the foundations of linear regression analysis. Fully updated in this new sixth edition, the distinguished authors have included new material on generalized regression techniques and new examples to help the reader understand retain the concepts taught in the book. The new edition focuses on four key areas of improvement over the fifth edition: li New exercises and data sets li li New material on generalized regres ..
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Rp. 3.386.000
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Rp. 3.982.000
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Surrogates: Gaussian Process Modeling, Design, and Optimization for the Applied Sciences
by Gramacy, Robert B.       
(Hardcover - English - 9780367415426)
Surrogates: a graduate textbook, or professional handbook, on topics at the interface between machine learning, spatial statistics, computer simulation, meta-modeling (i.e., emulation), design of experiments, and optimization. Experimentation through simulation, "human out-of-the-loop" statistical support (focusing on the science), management of dynamic processes, online and real-time analysis, automation, and practical application are at the forefront. Topics include: ul li Gaussian process (GP) regression for flexible nonparametric and nonlinear modeling. li li Applications to uncertainty quantification, sensitivity analysis, calibration of c ..
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Rp. 3.177.000
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Rp. 3.736.000
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Surrogates: Gaussian Process Modeling, Design, and Optimization for the Applied Sciences
by Gramacy, Robert B.       
(Paperback - English - 9781032242552)
Surrogates: a graduate textbook, or professional handbook, on topics at the interface between machine learning, spatial statistics, computer simulation, meta-modeling (i.e., emulation), design of experiments, and optimization. Experimentation through simulation, "human out-of-the-loop" statistical support (focusing on the science), management of dynamic processes, online and real-time analysis, automation, and practical application are at the forefront. Topics include: ul li Gaussian process (GP) regression for flexible nonparametric and nonlinear modeling. li li Applications to uncertainty quantification, sensitivity analysis, calibration of computer mo ..
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Rp. 1.393.000
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Rp. 1.638.000
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Fixed Effects Regression Models
by Allison, Paul D.       
(Paperback - English - 9780761924975)
This book demonstrates how to estimate and interpret fixed-effects models in a variety of different modeling contexts: linear models, logistic models, Poisson models, Cox regression models, and structural equation models. Both advantages and disadvantages of fixed-effects models will be considered, along with detailed comparisons with random-effects models. Written at a level appropriate for anyone who has taken a year of statistics, the book is appropriate as a supplement for graduate courses in regression or linear regression as well as an aid to researchers who have repeated measures or cross-sectional data. br br Learn more about "The Little Green Book" - ..
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Rp. 623.000
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Nonparametric Statistical Meth
by Hollander, Myles    Wolfe, Douglas A.    Chicken, Eric
(Hardcover - English - 9780470387375)
Praise for the Second Edition br "This book should be an essential part of the personal library of every practicing statistician."-- Technometrics br Thoroughly revised and updated, the new edition of Nonparametric Statistical Methods includes additional modern topics and procedures, more practical data sets, and new problems from real-life situations. The book continues to emphasize the importance of nonparametric methods as a significant branch of modern statistics and equips readers with the conceptual and technical skills necessary to select and apply the appropriate procedures for any given situation. Written by leading statisticians, Nonparametr ..
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Rp. 3.415.000
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Applied Linear Regression 4E
by Weisberg, Sanford       
(Hardcover - English - 9781118386088)
Praise for the Third Edition "...this is an excellent book which could easily be used as a course text..." br --International Statistical Institute The Fourth Edition of Applied Linear Regression provides a thorough update of the basic theory and methodology of linear regression modeling. Demonstrating the practical applications of linear regression analysis techniques, the Fourth Edition uses interesting, real-world exercises and examples. Stressing central concepts such as model building, understanding parameters, assessing fit and reliability, and drawing conclusions, the new edition illustrates how to develop estimation, confidence, and testing ..
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An Introduction to Probability and Statistics
by Rohatgi, Vijay K.    Saleh, A. K. MD Ehsanes   
(Hardcover - English - 9781118799642)
A well-balanced introduction to probability theory and mathematical statistics Featuring updated material, An Introduction to Probability and Statistics, Third Edition remains a solid overview to probability theory and mathematical statistics. Divided intothree parts, the Third Edition begins by presenting the fundamentals and foundationsof probability. The second part addresses statistical inference, and the remainingchapters focus on special topics. An Introduction to Probability and Statistics, Third Edition includes: ul li A new section on regression analysis to include multiple regression, logistic regression, and Poisson regression li li A re ..
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Rp. 2.847.000
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Rp. 3.347.000
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Logistic Regression Using SAS: Theory and Application
by Allison, Paul D.       
(Paperback - English - 9781599946412)
Informal and nontechnical, this book both explains the theory behind logistic regression, and looks at all the practical details involved in its implementation using SAS. Includes several real-world examples in full detail. ..
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Rp. 1.697.000
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Spatial Predictive Modeling with R
by Li, Jin       
(Hardcover - English - 9780367550547)
Spatial predictive modeling (SPM) is an emerging discipline in applied sciences, playing a key role in the generation of spatial predictions in various disciplines. SPM refers to preparing relevant data, developing optimal predictive models based on point data, and then generating spatial predictions. This book aims to systematically introduce the entire process of SPM as a discipline. The process contains data acquisition, spatial predictive methods and variable selection, parameter optimization, accuracy assessment, and the generation and visualization of spatial predictions, where spatial predictive methods are from geostatistics, modern statistics, and machi ..
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Rp. 3.673.000
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Advanced Statistics for Physical and Occupational Therapy
by Almonroeder, Thomas Gus       
(Hardcover - English - 9781032017129)
Advanced Statistics for Physical and Occupational Therapy explains the basis for statistical analyses that are commonly used to answer clinical research questions related to physical and occupational therapy. This textbook provides a resource to help students and faculty in physical and occupational therapy graduate programs understand the basis for common statistical analyses and be able to apply these techniques in their own research. This textbook provides readers with the basis for common statistical analyses, including t -tests, analysis of variance, regression, and nonparametric tests. Each chapter includes step-by-step tutorials with corresponding exampl ..
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Rp. 4.662.000
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