Praise for the Third Edition "...this is an excellent book which could easily be used as a course text..." —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 procedures primarily through the use of least squares regression. While maintaining the accessible appeal of each previous edition,Applied Linear Regression, Fourth Edition features: Graphical methods stressed in the initial exploratory phase, analysis phase, and summarization phase of an analysis In-depth coverage of parameter estimates in both simple and complex models, transformations, and regression diagnostics Newly added material on topics including testing, ANOVA, and variance assumptions Updated methodology, such as bootstrapping, cross-validation binomial and Poisson regression, and modern model selection methods Applied Linear Regression, Fourth Edition is an excellent textbook for upper-undergraduate and graduate-level students, as well as an appropriate reference guide for practitioners and applied statisticians in engineering, business administration, economics, and the social sciences.
An R Companion to Applied Regression is a broad introduction to the R statistical computing environment in the context of applied regression analysis. John Fox and Sanford Weisberg provide a step-by-step guide to using the free statistical software R, an emphasis on integrating statistical computing in R with the practice of data analysis, coverage of generalized linear models, and substantial web-based support materials. The Third Edition includes a new chapter on mixed-effects models, new and updated data sets, and a de-emphasis on statistical programming, while retaining a general introduction to basic R programming. The authors have substantially updated both the car and effects packages for R for this new edition, and include coverage of RStudio and R Markdown.
Covers the use of dynamic and interactive computer graphics in linear regression analysis, focusing on analytical graphics. Features new techniques like plot rotation. The authors have composed their own regression code, using Xlisp-Stat language called R-code, which is a nearly complete system for linear regression analysis and can be utilized as the main computer program in a linear regression course. The accompanying disks, for both Macintosh and Windows computers, contain the R-code and Xlisp-Stat. An Instructor's Manual presenting detailed solutions to all the problems in the book is available upon request from the Wiley editorial department.
A step-by-step guide to computing and graphics in regression analysis In this unique book, leading statisticians Dennis Cook and Sanford Weisberg expertly blend regression fundamentals and cutting-edge graphical techniques. They combine and up- date most of the material from their widely used earlier work, An Introduction to Regression Graphics, and Weisberg's Applied Linear Regression; incorporate the latest in statistical graphics, computing, and regression models; and wind up with a modern, fully integrated approach to one of the most important tools of data analysis. In 23 concise, easy-to-digest chapters, the authors present:? A wealth of simple 2D and 3D graphical techniques, helping visualize results through graphs * An improved version of the user-friendly Arc software, which lets readers promptly implement new ideas * Complete coverage of regression models, including logistic regression and generalized linear models * More than 300 figures, easily reproducible on the computer * Numerous examples and problems based on real data * A companion Web site featuring free software and advice, available at www.wiley.com/mathem atics Accessible, self-contained, and fully referenced, Applied Regression Including Computing and Graphics assumes only a first course in basic statistical methods and provides a bona fide user manual for the Arc software. It is an invaluable resource for anyone interested in learning how to analyze regression problems with confidence and depth.
Covers the use of dynamic and interactive computer graphics in linear regression analysis, focusing on analytical graphics. Features new techniques like plot rotation. The authors have composed their own regression code, using Xlisp-Stat language called R-code, which is a nearly complete system for linear regression analysis and can be utilized as the main computer program in a linear regression course. The accompanying disks, for both Macintosh and Windows computers, contain the R-code and Xlisp-Stat. An Instructor's Manual presenting detailed solutions to all the problems in the book is available upon request from the Wiley editorial department.
Master linear regression techniques with a new edition of a classic text Reviews of the Second Edition: "I found it enjoyable reading and so full of interesting material that even the well-informed reader will probably find something new . . . a necessity for all of those who do linear regression." —Technometrics, February 1987 "Overall, I feel that the book is a valuable addition to the now considerable list of texts on applied linear regression. It should be a strong contender as the leading text for a first serious course in regression analysis." —American Scientist, May–June 1987 Applied Linear Regression, Third Edition has been thoroughly updated to help students master the theory and applications of linear regression modeling. Focusing on model building, assessing fit and reliability, and drawing conclusions, the text demonstrates how to develop estimation, confidence, and testing procedures primarily through the use of least squares regression. To facilitate quick learning, the Third Edition stresses the use of graphical methods in an effort to find appropriate models and to better understand them. In that spirit, most analyses and homework problems use graphs for the discovery of structure as well as for the summarization of results. The Third Edition incorporates new material reflecting the latest advances, including: Use of smoothers to summarize a scatterplot Box-Cox and graphical methods for selecting transformations Use of the delta method for inference about complex combinations of parameters Computationally intensive methods and simulation, including the bootstrap method Expanded chapters on nonlinear and logistic regression Completely revised chapters on multiple regression, diagnostics, and generalizations of regression Readers will also find helpful pedagogical tools and learning aids, including: More than 100 exercises, most based on interesting real-world data Web primers demonstrating how to use standard statistical packages, including R, S-Plus®, SPSS®, SAS®, and JMP®, to work all the examples and exercises in the text A free online library for R and S-Plus that makes the methods discussed in the book easy to use With its focus on graphical methods and analysis, coupled with many practical examples and exercises, this is an excellent textbook for upper-level undergraduates and graduate students, who will quickly learn how to use linear regression analysis techniques to solve and gain insight into real-life problems.
This book aims to provide a broad introduction to the R statistical environment in the context of applied regression analysis, which is typically studied by social scientists and others in a second course in applied statistics.
This volume collects twelve essays by Sanford C. Goldberg on the topic of social epistemology. The collection falls into two halves: the first half develops a proposal for a programme for social epistemology, its animating vision, foundational questions, and core concepts; the other half focuses on applications of this programme to particular topics. Goldberg characterizes the research programme as the exploration of the epistemic significance of other minds. This programme is dedicated to an examination of the various ways in which we depend epistemically on others, and to describe the proper way to evaluate beliefs according to the sort of dependence they exhibit. It thus provides the basis for identifying and characterizing various dysfunctions of our epistemic communities. The programme is put into practice by exploring such topics as the epistemic agency exhibited in inquiry, the practices that constitute news coverage, the basis for allegations of what we or others should have known, how reliance on another's testimony contrasts with reliance on an instrument, our reliance on others as consumers of testimony, and the epistemic significance of non-epistemic social norms--moral, political, professional, or relationship-based.
This book examines the "constitutional faith" that has, since 1788, been a central component of American "civil religion." By taking seriously the parallel between wholehearted acceptance of the Constitution and religious faith, Sanford Levinson opens up a host of intriguing questions about what it means to be American. While some view the Constitution as the central component of an American religion that serves to unite the social order, Levinson maintains that its sacred role can result in conflict, fragmentation, and even war. To Levinson, the Constitution's value lies in the realm of the discourse it sustains: a uniquely American form of political rhetoric that allows citizens to grapple with every important public issue imaginable. In a new afterword, Levinson looks at the deepening of constitutional worship and attributes the current widespread frustrations with the government to the static nature of the Constitution.
Every discipline has its canon: the set of standard texts, approaches, examples, and stories by which it is recognized and which its members repeatedly invoke and employ. Although the last twenty-five years have seen the influence of interdisciplinary approaches to legal studies expand, there has been little recent consideration of what is and what ought to be canonical in the study of law today. Legal Canons brings together fifteen essays which seek to map out the legal canon and the way in which law is taught today. In order to understand how the twin ideas of canons and canonicity operate in law, each essay focuses on a particular aspect, from contracts and constitutional law to questions of race and gender. The ascendance of law and economics, feminism, critical race theory, and gay legal studies, as well as the increasing influence of both rational-actor methodology and postmodernism, are all scrutinized by the leading scholars in the field. A timely and comprehensive volume, Legal Canons articulates the need for, and means to, opening the debate on canonicity in legal studies. Table of Contents
Through the use of practical examples and solutions, Pharmaceutical Statistics: Practical and Clinical Applications, Fifth Edition provides the most complete and comprehensive guide to the various statistical applications and research issues in the pharmaceutical industry, particularly in clinical trials and bioequivalence studies.
This book examines the present state of family law in America. This third edition captures recent developments, including the transformation of the institution of marriage to encompass same-sex marriage. In the discussion of same-sex marriage, Professor Katz analyses each opinion, majority and dissenting, in the case of Obergefell v. Hodges, the United States Supreme Court case that lifted the ban on same-sex marriage. Themes include the tension between individual autonomy and governmental regulation in all aspects of family law, the extent to which relationships established before marriage are being regulated, and how marriage is being redefined to take into account gender equality and the legal recognition of same-sex marriage. It demonstrates how the definition of marriage as a partnership in which the individual spouse's rights are recognized has resulted in protection of the vulnerable spouse. It also examines fault and no-fault divorce procedures and the extent to which these procedures reflect social realities. This volume describes state intervention into the parent and child relationship and how this is reflected in the re-examination of the privacy of the family unit. It concludes with a discussion of the conventional model of adoption of children and how new assisted reproductive technologies are having an impact on family formation, particularly adoption, to take into account new family forms.
In the course of conversation, we exert implicit pressures on both ourselves and others. These forms of conversational pressure are many and far from uniform, so much so that it is unclear whether they constitute a single cohesive class. In this book Sanford C. Goldberg explores the source, nature, and scope of the normative expectations we have of one another as we engage in conversation that are generated by the performance of speech acts themselves. In doing so he examines two fundamental types of expectation -- epistemic and interpersonal. It is through normative expectations of these types that we aim to hold one another to standards of proper conversational conduct. This line of argument is pursued in connection with such topics as the normative significance of acts of address, the epistemic costs of politeness, the bearing of epistemic injustice on the epistemology of testimony, the normative pressure friendship exerts on belief, the nature of epistemic trust, the significance of conversational silence, and the various evils of silencing. By approaching these matters in terms of the normative expectations to which conversational participants are entitled, Goldberg aims to offer a unified account of the various pressures that are exerted in the course of a speech exchange.
Over the past 30 years, as both forensic pathology and neuropathology have grown in sophistication, the two specialties have forged a heightened level of interaction. Reflecting the vast increase in knowledge and scientific progress in the past two decades, Forensic Neuropathology, Second Edition examines the new developments that have arisen since
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