Download or read book The Statistical Imagination written by Ferris Joseph Ritchey and published by . This book was released on 2000 with total page 632 pages. Available in PDF, EPUB and Kindle. Book excerpt: 1 - The Statistical Imagination 2 - Statistical Analysis: Error Management and Control 3 - Charts and Graphs: A Picture Says A Thousand Words 4 - Measuring Averages 5 - Measuring Dispersion or Spread in a Distribution of Scores 6 - Probability Theory and the Normal Probability Distribution 7 - Using Probability Theory to Produce Sampling Distributions 8 - Parameter Estimation Using Confidence Intervals 9 - Hypothesis Testing 10 - Single Sample Hypothesis Tests: Establishing the Representativeness of Samples 11 - Bivariate Relationships: T-Test for Comparing the Means of Two Groups 12 - Analysis of Variance: Differences Among Means of Three or More Groups 13 - Nominal Variables: The Chi-Square and Binomial Distributions 14 - Correlation and Regression Part 1: Concepts and Calculations 15 - Correlation and Regression Part 2: Hypothesis Testing and Aspects of a Relationship 16 - Rank Order Correlation Between Two Ordinal Variables.
Download or read book The Statistical Imagination Elementary Statistics for the Social Sciences written by Ferris Ritchey and published by McGraw-Hill Education. This book was released on 2007-01-26 with total page 672 pages. Available in PDF, EPUB and Kindle. Book excerpt: This basic social science statistics text uses illustrations and exercises for sociology, social work, political science, and criminal justice. Praised for a writing style that takes the anxiety out of statistics courses, the author explains basic statistical principles through a variety of engaging exercises, each designed to illuminate the unique theme of examining society both creatively and logically. In an effort to make the study of statistics relevant to students of the social sciences, the author encourages readers to interpret the results of calculations in the context of more substantive social issues, while continuing to value precise and accurate research.
Download or read book The Statistical Imagination written by Ferris J. Ritchey and published by McGraw-Hill Humanities, Social Sciences & World Languages. This book was released on 2008 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This basic social science statistics text uses illustrations and exercises for sociology, social work, political science, and criminal justice. Praised for a writing style that takes the anxiety out of statistics courses, the author explains basic statistical principles through a variety of engaging exercises, each designed to illuminate the unique theme of examining society both creatively and logically. In an effort to make the study of statistics relevant to students of the social sciences, the author encourages readers to interpret the results of calculations in the context of more substantive social issues, while continuing to value precise and accurate research. The text includes computer-based assignments with over 10 data sets for use with the free Student Version SPSS 14.0 CD-ROM that accompanies each new copy of the book.
Download or read book The Research Imagination written by Paul S. Gray and published by Cambridge University Press. This book was released on 2007-08-13 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: The idea that science is a blueprint for research, and imagination gives research its life and purpose inspired this comprehensive explanation of research methodology. The authors' decades of experience have revealed that research is a craft requiring judgment and creativity, not simply memorization and application of the rules of science. Whether one is conducting an intimate one-on-one interview or a large-scale examination of an entire society, human imagination and scientific principles of inquiry go hand in hand. To that end, this book emphasizes scientific method, but also acknowledges its critics. It covers a wide variety of data-collection techniques, but presents them as reinforcing rather than competing with one another, thus striking a balance between qualitative and quantitative methods. It is designed for students and instructors who want a comprehensive treatment of a variety of research techniques with special emphasis on qualitative approaches.
Download or read book Imagination and Its Pathologies written by James Phillips and published by MIT Press. This book was released on 2003 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt: Madness has been viewed as a faulty mix of ideas by a deranged and violent imagination. This study shows that the relation of the imagination to pathological phenomena is as diverse and complex as the human condition. The imagination has the power not only to react to the world but to recreate it.
Download or read book Statistical Inference as Severe Testing written by Deborah G. Mayo and published by Cambridge University Press. This book was released on 2018-09-20 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mounting failures of replication in social and biological sciences give a new urgency to critically appraising proposed reforms. This book pulls back the cover on disagreements between experts charged with restoring integrity to science. It denies two pervasive views of the role of probability in inference: to assign degrees of belief, and to control error rates in a long run. If statistical consumers are unaware of assumptions behind rival evidence reforms, they can't scrutinize the consequences that affect them (in personalized medicine, psychology, etc.). The book sets sail with a simple tool: if little has been done to rule out flaws in inferring a claim, then it has not passed a severe test. Many methods advocated by data experts do not stand up to severe scrutiny and are in tension with successful strategies for blocking or accounting for cherry picking and selective reporting. Through a series of excursions and exhibits, the philosophy and history of inductive inference come alive. Philosophical tools are put to work to solve problems about science and pseudoscience, induction and falsification.
Download or read book The Imagination Machine written by Martin Reeves and published by Harvard Business Press. This book was released on 2021-06-08 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: A guide for mining the imagination to find powerful new ways to succeed. We need imagination now more than ever—to find new opportunities, rethink our businesses, and discover paths to growth. Yet too many companies have lost their ability to imagine. What is this mysterious capacity? How does imagination work? And how can organizations keep it alive and harness it in a systematic way? The Imagination Machine answers these questions and more. Drawing on the experience and insights of CEOs across several industries, as well as lessons from neuroscience, computer science, psychology, and philosophy, Martin Reeves of Boston Consulting Group's Henderson Institute and Jack Fuller, an expert in neuroscience, provide a fascinating look into the mechanics of imagination and lay out a process for creating ideas and bringing them to life: The Seduction: How to open yourself up to surprises The Idea: How to generate new ideas The Collision: How to rethink your idea based on real-world feedback The Epidemic: How to spread an evolving idea to others The New Ordinary: How to turn your novel idea into an accepted reality The Encore: How to repeat the process—again and again. Imagination is one of the least understood but most crucial ingredients of success. It's what makes the difference between an incremental change and the kinds of pivots and paradigm shifts that are essential to transformation—especially during a crisis. The Imagination Machine is the guide you need to demystify and operationalize this powerful human capacity, to inject new life into your company, and to head into unknown territory with the right tools at your disposal.
Download or read book Operational Subjective Statistical Methods written by Frank Lad and published by Wiley-Interscience. This book was released on 1996-09-27 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: The mathematical implications of personal beliefs and values in science and commerce Amid a worldwide resurgence of interest in subjectivist statistical method, this book offers a fresh look at the role of personal judgments in statistical analysis. Frank Lad demonstrates how philosophical attention to meaning provides a sensible assessment of the prospects and procedures of empirical inferential learning. Operational Subjective Statistical Methods offers a systematic investigation of Bruno de Finetti's theory of probability and logic of uncertainty, which recognizes probability as the measure of personal uncertainty at the heart of its mathematical presentation. It identifies de Finetti's "fundamental theorem of coherent provision" as the unifying structure of probabilistic logic, and highlights the judgment of exchangeability rather than causal independence as the key probabilistic component of statistical inference. Broad in scope, yet firmly grounded in mathematical detail, this text/reference Invites readers to address the subjective personalist meaning of probability as motivating the mathematical construction Contains numerous examples and problems, including computing problems using Matlab, assuming no background in Matlab Explains how to use the material in three distinct sequential courses in math and statistics, as well as in courses at the graduate level in applied fields Provides an introductory basis for understanding more complex structures of statistical analysis Complete with fifty illustrations, Operational Subjective Statistical Methods makes an intriguing discipline accessible to professionals, students, and the interested general reader. It contains a wealth of teaching and research material, and offers profound insight into the relationship between philosophy, faith, and scientific method.
Download or read book Statistical Rethinking written by Richard McElreath and published by CRC Press. This book was released on 2018-01-03 with total page 488 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical Rethinking: A Bayesian Course with Examples in R and Stan builds readers’ knowledge of and confidence in statistical modeling. Reflecting the need for even minor programming in today’s model-based statistics, the book pushes readers to perform step-by-step calculations that are usually automated. This unique computational approach ensures that readers understand enough of the details to make reasonable choices and interpretations in their own modeling work. The text presents generalized linear multilevel models from a Bayesian perspective, relying on a simple logical interpretation of Bayesian probability and maximum entropy. It covers from the basics of regression to multilevel models. The author also discusses measurement error, missing data, and Gaussian process models for spatial and network autocorrelation. By using complete R code examples throughout, this book provides a practical foundation for performing statistical inference. Designed for both PhD students and seasoned professionals in the natural and social sciences, it prepares them for more advanced or specialized statistical modeling. Web Resource The book is accompanied by an R package (rethinking) that is available on the author’s website and GitHub. The two core functions (map and map2stan) of this package allow a variety of statistical models to be constructed from standard model formulas.
Download or read book The Weather in the Imagination written by Lucian Boia and published by Reaktion Books. This book was released on 2005 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The weather has always been a topic of conversation; it is probably the most common dialogue between human beings. We often fear the weather, yet out apparent dread of it is puzzling, since we generally adapt to it remarkably well. The Weather in the Imagination investigates the theories, scenarios and psychoses caused by climate. These fall into three main categories: anthropological and psychological; historical; and catastrophic. The weather has long served as a means of explaining human diversity: other people are different because they live under different skies. Climate has also been used to explain the dynamic of the historical process, the rise of certain civilizations and the stagnation and regression of others. Catastrophe is also invoked in theories of the weather: what could destroy a civilization - or arouse the fear of humanity's total extinction - more effectively than a climatic disaster? The prototype of this kind of upheaval is the pre-biblical Flood, one of the most gripping and influential myths the human imagination has ever produced. Lucian Boia does not take sides in the current debates about climate; he does not exaggerate or play down global warming and its consequences, or try to forecast the weather of the future. What he does tell is a story that runs parallel with the 'true' story of climate and its future: the story of a human imagination that has been stimulated, baffled, infuriated and, from time to time, terrified by the weather." -- Blackwells.
Download or read book Statistics A Very Short Introduction written by David J. Hand and published by Oxford University Press. This book was released on 2008-10-23 with total page 137 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistics has evolved into an exciting discipline which uses deep theory and powerful software to shed light on the world around us: from clinical trials in medicine, to economics, sociology, and countless other subjects vital to understanding modern life. This Very Short Introduction explores and explains how statistics works today.
Download or read book Statistical Models written by David A. Freedman and published by Cambridge University Press. This book was released on 2009-04-27 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: This lively and engaging book explains the things you have to know in order to read empirical papers in the social and health sciences, as well as the techniques you need to build statistical models of your own. The discussion in the book is organized around published studies, as are many of the exercises. Relevant journal articles are reprinted at the back of the book. Freedman makes a thorough appraisal of the statistical methods in these papers and in a variety of other examples. He illustrates the principles of modelling, and the pitfalls. The discussion shows you how to think about the critical issues - including the connection (or lack of it) between the statistical models and the real phenomena. The book is written for advanced undergraduates and beginning graduate students in statistics, as well as students and professionals in the social and health sciences.
Download or read book Introduction to Nonextensive Statistical Mechanics written by Constantino Tsallis and published by Springer Nature. This book was released on 2023-01-30 with total page 575 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on nonextensive statistical mechanics, a current generalization of Boltzmann-Gibbs (BG) statistical mechanics. Conceived nearly 150 years ago by Maxwell, Boltzmann and Gibbs, the BG theory, one of the greatest monuments of contemporary physics, exhibits many impressive successes in physics, chemistry, mathematics, and computational sciences. Presently, several thousands of publications by scientists around the world have been dedicated to its nonextensive generalization. A variety of applications have emerged in complex systems and its mathematical grounding is by now well advanced. Since the first edition release thirteen years ago, there has been a vast amount of new results in the field, all of which have been incorporated in this comprehensive second edition. Heavily revised and updated with new sections and figures, the second edition remains the go-to text on the subject. A pedagogical introduction to the BG theory concepts and their generalizations – nonlinear dynamics, extensivity of the nonadditive entropy, global correlations, generalization of the standard CLT’s, complex networks, among others – is presented in this book, as well as a selection of paradigmatic applications in various sciences together with diversified experimental verifications of some of its predictions. Introduction to Nonextensive Statistical Mechanics is suitable for students and researchers with an interest in complex systems and statistical physics.
Download or read book Mathematics and the Imagination written by Edward Kasner and published by Courier Corporation. This book was released on 2013-04-22 with total page 402 pages. Available in PDF, EPUB and Kindle. Book excerpt: With wit and clarity, the authors progress from simple arithmetic to calculus and non-Euclidean geometry. Their subjects: geometry, plane and fancy; puzzles that made mathematical history; tantalizing paradoxes; more. Includes 169 figures.
Download or read book The Book of Why written by Judea Pearl and published by Basic Books. This book was released on 2018-05-15 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intelligence "Correlation is not causation." This mantra, chanted by scientists for more than a century, has led to a virtual prohibition on causal talk. Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality -- the study of cause and effect -- on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.
Download or read book Handbook of Data Visualization written by Chun-houh Chen and published by Springer Science & Business Media. This book was released on 2007-12-18 with total page 932 pages. Available in PDF, EPUB and Kindle. Book excerpt: Visualizing the data is an essential part of any data analysis. Modern computing developments have led to big improvements in graphic capabilities and there are many new possibilities for data displays. This book gives an overview of modern data visualization methods, both in theory and practice. It details modern graphical tools such as mosaic plots, parallel coordinate plots, and linked views. Coverage also examines graphical methodology for particular areas of statistics, for example Bayesian analysis, genomic data and cluster analysis, as well software for graphics.
Download or read book The Statistical Imagination written by Ferris Ritchey and published by McGraw-Hill Humanities, Social Sciences & World Languages. This book was released on 1999-12 with total page 593 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Statistical Imagination, a basic social science statistics text with illustrations and exercises for sociology, social work, political science, and criminal justice courses, teaches readers that statistics is not just a mathematical exercise; it is a way of analyzing and understanding the social world. Praised for a writing style that takes the anxiety out of statistics courses, the author explains basic statistical principles through a variety of engaging exercises, each designed to illuminate the unique theme of examining society both creatively and logically. In an effort to make the study of statistics relevant to students of the social sciences, the author encourages readers to interpret the results of calculations in the context of more substantive social issues, while continuing to value precise and accurate research. Ritchey begins by introducing students to the essentials of learning statistics; fractions, proportions, percentages, standard deviation, sampling error and sampling distribution, along with other math hurdles, are clearly explained to fill in any math gaps students may bring to the classroom. Treating statistics as a skill learned best by doing, the author supplies a range of student-friendly questions and exercises to both demystify the calculation process, and to encourage the kind of proportional thinking needed to master the subject. In addition to pencil-and-paper exercises, The Statistical Imagination includes computer-based assignments for use with the free Student Version SPSS 9.0 CD-ROM that accompanies each new copy of the book.
