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Coherent Predictive Inference
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Book Synopsis Predictive Inference by : Seymour Geisser
Download or read book Predictive Inference written by Seymour Geisser and published by Routledge. This book was released on 2017-11-22 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: The author's research has been directed towards inference involving observables rather than parameters. In this book, he brings together his views on predictive or observable inference and its advantages over parametric inference. While the book discusses a variety of approaches to prediction including those based on parametric, nonparametric, and nonstochastic statistical models, it is devoted mainly to predictive applications of the Bayesian approach. It not only substitutes predictive analyses for parametric analyses, but it also presents predictive analyses that have no real parametric analogues. It demonstrates that predictive inference can be a critical component of even strict parametric inference when dealing with interim analyses. This approach to predictive inference will be of interest to statisticians, psychologists, econometricians, and sociologists.
Book Synopsis Situation Models and Levels of Coherence by : Isabelle Tapiero
Download or read book Situation Models and Levels of Coherence written by Isabelle Tapiero and published by Routledge. This book was released on 2007-07-12 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: The mental representation of what one reads is called a "situation model" or a "mental model." The process of reading causes an interaction of the new knowledge with what is already known. Though a number of theories and models have been proposed to describe this interaction, Tapiero proposes a new model that assumes a variety of storage areas to p
Book Synopsis Applied Predictive Modeling by : Max Kuhn
Download or read book Applied Predictive Modeling written by Max Kuhn and published by Springer Science & Business Media. This book was released on 2013-05-17 with total page 595 pages. Available in PDF, EPUB and Kindle. Book excerpt: Applied Predictive Modeling covers the overall predictive modeling process, beginning with the crucial steps of data preprocessing, data splitting and foundations of model tuning. The text then provides intuitive explanations of numerous common and modern regression and classification techniques, always with an emphasis on illustrating and solving real data problems. The text illustrates all parts of the modeling process through many hands-on, real-life examples, and every chapter contains extensive R code for each step of the process. This multi-purpose text can be used as an introduction to predictive models and the overall modeling process, a practitioner’s reference handbook, or as a text for advanced undergraduate or graduate level predictive modeling courses. To that end, each chapter contains problem sets to help solidify the covered concepts and uses data available in the book’s R package. This text is intended for a broad audience as both an introduction to predictive models as well as a guide to applying them. Non-mathematical readers will appreciate the intuitive explanations of the techniques while an emphasis on problem-solving with real data across a wide variety of applications will aid practitioners who wish to extend their expertise. Readers should have knowledge of basic statistical ideas, such as correlation and linear regression analysis. While the text is biased against complex equations, a mathematical background is needed for advanced topics.
Book Synopsis Statistical Inference as Severe Testing by : Deborah G. Mayo
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.
Book Synopsis Interdisciplinary Bayesian Statistics by : Adriano Polpo
Download or read book Interdisciplinary Bayesian Statistics written by Adriano Polpo and published by Springer. This book was released on 2015-02-25 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: Through refereed papers, this volume focuses on the foundations of the Bayesian paradigm; their comparison to objectivistic or frequentist Statistics counterparts; and the appropriate application of Bayesian foundations. This research in Bayesian Statistics is applicable to data analysis in biostatistics, clinical trials, law, engineering, and the social sciences. EBEB, the Brazilian Meeting on Bayesian Statistics, is held every two years by the ISBrA, the International Society for Bayesian Analysis, one of the most active chapters of the ISBA. The 12th meeting took place March 10-14, 2014 in Atibaia. Interest in foundations of inductive Statistics has grown recently in accordance with the increasing availability of Bayesian methodological alternatives. Scientists need to deal with the ever more difficult choice of the optimal method to apply to their problem. This volume shows how Bayes can be the answer. The examination and discussion on the foundations work towards the goal of proper application of Bayesian methods by the scientific community. Individual papers range in focus from posterior distributions for non-dominated models, to combining optimization and randomization approaches for the design of clinical trials, and classification of archaeological fragments with Bayesian networks.
Book Synopsis Connectionist Approaches to Natural Language Processing by : R G Reilly
Download or read book Connectionist Approaches to Natural Language Processing written by R G Reilly and published by Routledge. This book was released on 2016-07-22 with total page 489 pages. Available in PDF, EPUB and Kindle. Book excerpt: Originally published in 1992, when connectionist natural language processing (CNLP) was a new and burgeoning research area, this book represented a timely assessment of the state of the art in the field. It includes contributions from some of the best known researchers in CNLP and covers a wide range of topics. The book comprises four main sections dealing with connectionist approaches to semantics, syntax, the debate on representational adequacy, and connectionist models of psycholinguistic processes. The semantics and syntax sections deal with a variety of approaches to issues in these traditional linguistic domains, covering the spectrum from pure connectionist approaches to hybrid models employing a mixture of connectionist and classical AI techniques. The debate on the fundamental suitability of connectionist architectures for dealing with natural language processing is the focus of the section on representational adequacy. The chapters in this section represent a range of positions on the issue, from the view that connectionist models are intrinsically unsuitable for all but the associationistic aspects of natural language, to the other extreme which holds that the classical conception of representation can be dispensed with altogether. The final section of the book focuses on the application of connectionist models to the study of psycholinguistic processes. This section is perhaps the most varied, covering topics from speech perception and speech production, to attentional deficits in reading. An introduction is provided at the beginning of each section which highlights the main issues relating to the section topic and puts the constituent chapters into a wider context.
Book Synopsis Logic, Methodology and Philosophy of Science IX by : D. Prawitz
Download or read book Logic, Methodology and Philosophy of Science IX written by D. Prawitz and published by Elsevier. This book was released on 1995-01-10 with total page 1005 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is the product of the Proceedings of the 9th International Congress of Logic, Methodology and Philosophy of Science and contains the text of most of the invited lectures. Divided into 15 sections, the book covers a wide range of different issues. The reader is given the opportunity to learn about the latest thinking in relevant areas other than those in which they themselves may normally specialise.
Book Synopsis Understanding Reading Comprehension by : Wayne Tennent
Download or read book Understanding Reading Comprehension written by Wayne Tennent and published by SAGE. This book was released on 2014-09-29 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: Can baboons read? That is the thought-provoking question that opens this wonderfully accessible book for trainee and practising primary school teachers to fully understand the process of reading comprehension. Comprehension is an essential component of learning to read and a successful teacher of reading will have a portfolio of different strategies and approaches that take in to account that children learn to read in different ways. This book supports the development of student and practising teachers’ subject knowledge by providing detailed guidance in to the reading comprehension process, along with practical strategies and lesson ideas for use in the classroom. Drawing from educational and psychological research, coverage includes: School-based activities in every chapter An in-depth focus on the inference making process The role of vocabulary and syntax in comprehension Cognitive and meta-cognitive processes including the use of memory Advice on developing effective classroom talk with different groups of children Using different text genres and selecting texts
Book Synopsis Narrative Comprehension, Causality, and Coherence by : Susan R. Goldman
Download or read book Narrative Comprehension, Causality, and Coherence written by Susan R. Goldman and published by Routledge. This book was released on 1999-08 with total page 325 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides an excellent overview of the field of discourse processes, capturing both its breadth and its depth. World-renowned researchers present the latest theoretical developments and thought-provoking empirical data. In doing so, they cover a broad range of communicative activities, including text comprehension, conversational communication, argumentation, television or media viewing, and more. A central theme across all chapters concerns the notion that coherence determines the interpretation of the communication. The various chapters illustrate the many forms that coherence can take, and explore its role in different communicative settings.
Book Synopsis Logic, Methodology and Philosophy of Science IX by : Dag Prawitz
Download or read book Logic, Methodology and Philosophy of Science IX written by Dag Prawitz and published by Elsevier. This book was released on 1994 with total page 1006 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume is the product of the Proceedings of the 9th International Congress of Logic, Methodology and Philosophy of Science and contains the text of most of the invited lectures. Divided into 15 sections, the book covers a wide range of different issues. The reader is given the opportunity to learn about the latest thinking in relevant areas other than those in which they themselves may normally specialise.
Book Synopsis Cambridge and Vienna by : Maria C. Galavotti
Download or read book Cambridge and Vienna written by Maria C. Galavotti and published by Springer Science & Business Media. This book was released on 2006-07-10 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Institute Vienna Circle held a conference in Vienna in 2003, Cambridge and Vienna – Frank P. Ramsey and the Vienna Circle, to commemorate the philosophical and scientific work of Frank Plumpton Ramsey (1903–1930). This Ramsey conference provided not only historical and biographical perspectives on one of the most gifted thinkers of the Twentieth Century, but also new impulses for further research on at least some of the topics pioneered by Ramsey, whose interest and potential are greater than ever. Ramsey did pioneering work in several fields, practitioners of which rarely know of his important work in other fields: philosophy of logic and theory of language, foundations of mathematics, mathematics, probability theory, methodology of science, philosophy of psychology, and economics. There was a focus on the one topic which was of strongest mutual concern to Ramsey and the Vienna Circle, namely the question of foundations of mathematics, in particular the status of logicism. Although the major scientific connection linking Ramsey with Austria is his work on logic, to which the Vienna Circle dedicated several meetings, certainly the connection which is of greater general interest concerns Ramsey's visits and discussions with Wittgenstein. Ramsey was the only important thinker to actually visit Wittgenstein during his school-teaching career in Puchberg and Ottertal in the 1920s, in Lower Austria; and later, Ramsey was instrumental in getting Wittgenstein positions at Cambridge.
Book Synopsis Inferences during Reading by : Edward J. O'Brien
Download or read book Inferences during Reading written by Edward J. O'Brien and published by Cambridge University Press. This book was released on 2015-04-16 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: A study of inferencing from a wide variety of theoretical and disciplinary perspectives, as well as different levels of processing.
Book Synopsis Right Hemisphere Language Comprehension by : Mark Jung Beeman
Download or read book Right Hemisphere Language Comprehension written by Mark Jung Beeman and published by Psychology Press. This book was released on 2013-02-01 with total page 408 pages. Available in PDF, EPUB and Kindle. Book excerpt: The statement, "The Right Hemisphere (RH) processes language"--while not exactly revolutionary--still provokes vigorous debate. It often elicits the argument that anything the RH does with language is not linguistic but "paralinguistic." The resistance to the notion of RH language processing persists despite the fact that even the earliest observers of Left Hemisphere (LH) language specialization posited some role for the RH in language processing, and evidence attesting to various RH language processes has steadily accrued for more than 30 years. In this volume, chapters pertain to a wide, but by no means, exhaustive set of language comprehension processes for which RH contributions have been demonstrated. The sections are organized around these processes, beginning with initial decoding of written or spoken input, proceeding through semantic processing of single words and sentences, up to comprehension of more complex discourse, as well as problem solving. The chapters assembled here should begin to melt this resistance to evidence of RH language processing. This volume's main goal is to compile evidence about RH language function from a scattered literature. The editorial commentaries concluding each section highlight the relevance of these phenomena for psycholinguistic and neuropsychological theory, and discuss similarities and apparent discrepancies in the findings reported in individual chapters. In the final chapter, common themes that emerge from the enterprise of studying RH language and future challenge for the field are reviewed. Although all chapters focus only on "typical" laterality of right handed people, this work provides a representative sample of the current state of the art in RH language research. Important features include: * a wide range of coverage from speech perception and reading through complex discourse comprehension and problem-solving; * research presented from both empirical and theoretical perspectives; and * commentaries and conclusions integrating findings and theories across sub-domains, and speculating on future directions of the field.
Book Synopsis Pragmatism and the Search for Coherence in Neuroscience by : Jay Schulkin
Download or read book Pragmatism and the Search for Coherence in Neuroscience written by Jay Schulkin and published by Springer. This book was released on 2015-07-28 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: We have known for over a thousand years that the brain underlies behavioral expression, but effective scientific study of the brain is only very recent. Two things converge in this book: a great respect for neuroscience and its many variations, and a sense of investigation and inquiry demythologized. Think of it as foraging for coherence.
Book Synopsis Bulletin de L'Institut International de Statistique by :
Download or read book Bulletin de L'Institut International de Statistique written by and published by . This book was released on 1993 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Probability Theory and Applications by :
Download or read book Probability Theory and Applications written by and published by Walter de Gruyter GmbH & Co KG. This book was released on 2020-05-18 with total page 820 pages. Available in PDF, EPUB and Kindle. Book excerpt: No detailed description available for "Probability Theory and Applications".
Book Synopsis A Companion to Epistemology by : Jonathan Dancy
Download or read book A Companion to Epistemology written by Jonathan Dancy and published by John Wiley & Sons. This book was released on 2010-02-15 with total page 824 pages. Available in PDF, EPUB and Kindle. Book excerpt: With nearly 300 entries on key concepts, review essays on central issues, and self-profiles by leading scholars, this companion is the most comprehensive and up-to-date single volume reference guide to epistemology. Epistemology from A-Z is comprised of 296 articles on important epistemological concepts that have been extensively revised to bring the volume up-to-date, with many new and re-written entries reflecting developments in the field Includes 20 new self-profiles by leading epistemologists Contains 10 new review essays on central issues of epistemology
