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Book Targeted Learning

    Book Details:
  • Author : Mark J. van der Laan
  • Publisher : Springer Science & Business Media
  • Release : 2011-06-17
  • ISBN : 1441997822
  • Pages : 628 pages

Download or read book Targeted Learning written by Mark J. van der Laan and published by Springer Science & Business Media. This book was released on 2011-06-17 with total page 628 pages. Available in PDF, EPUB and Kindle. Book excerpt: The statistics profession is at a unique point in history. The need for valid statistical tools is greater than ever; data sets are massive, often measuring hundreds of thousands of measurements for a single subject. The field is ready to move towards clear objective benchmarks under which tools can be evaluated. Targeted learning allows (1) the full generalization and utilization of cross-validation as an estimator selection tool so that the subjective choices made by humans are now made by the machine, and (2) targeting the fitting of the probability distribution of the data toward the target parameter representing the scientific question of interest. This book is aimed at both statisticians and applied researchers interested in causal inference and general effect estimation for observational and experimental data. Part I is an accessible introduction to super learning and the targeted maximum likelihood estimator, including related concepts necessary to understand and apply these methods. Parts II-IX handle complex data structures and topics applied researchers will immediately recognize from their own research, including time-to-event outcomes, direct and indirect effects, positivity violations, case-control studies, censored data, longitudinal data, and genomic studies.

Book English Verb Classes and Alternations

Download or read book English Verb Classes and Alternations written by Beth Levin and published by University of Chicago Press. This book was released on 1993-09 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this rich reference work, Beth Levin classifies over 3,000 English verbs according to shared meaning and behavior. Levin starts with the hypothesis that a verb's meaning influences its syntactic behavior and develops it into a powerful tool for studying the English verb lexicon. She shows how identifying verbs with similar syntactic behavior provides an effective means of distinguishing semantically coherent verb classes, and isolates these classes by examining verb behavior with respect to a wide range of syntactic alternations that reflect verb meaning. The first part of the book sets out alternate ways in which verbs can express their arguments. The second presents classes of verbs that share a kernel of meaning and explores in detail the behavior of each class, drawing on the alternations in the first part. Levin's discussion of each class and alternation includes lists of relevant verbs, illustrative examples, comments on noteworthy properties, and bibliographic references. The result is an original, systematic picture of the organization of the verb inventory. Easy to use, English Verb Classes and Alternations sets the stage for further explorations of the interface between lexical semantics and syntax. It will prove indispensable for theoretical and computational linguists, psycholinguists, cognitive scientists, lexicographers, and teachers of English as a second language.

Book The Teacher s Grammar of English with Answers

Download or read book The Teacher s Grammar of English with Answers written by Ron Cowan and published by Cambridge University Press. This book was released on 2008-05-26 with total page 736 pages. Available in PDF, EPUB and Kindle. Book excerpt: "The Teacher's grammar of English enables English language teachers and teachers-in-training to fully understand and effectively teach English grammar. With comprehensive presentation of form, meaning, and usage, along with practical exercises and advice on teaaching difficult structures, it is both a complete grammar course and an essential reference text."--Back cover.

Book Grammatical Theory and Language Acquisition

Download or read book Grammatical Theory and Language Acquisition written by Lydia White and published by Walter de Gruyter GmbH & Co KG. This book was released on 2021-03-22 with total page 132 pages. Available in PDF, EPUB and Kindle. Book excerpt: No detailed description available for "Grammatical Theory and Language Acquisition".

Book Elements of Grammar

Download or read book Elements of Grammar written by Liliane Haegeman and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 351 pages. Available in PDF, EPUB and Kindle. Book excerpt: The aim of this Handbook is to provide a forum in which some of the generative syntacticians whose work has had an impact on theoretical syntax over the past 20 years are invited to present their views on one or more aspects of current syntactic theory. The following authors have contributed to the volume: Mark Baker, Michael Brody, Jane Grimshaw, James McCloskey, Jean-Yves Pollock, and Luigi Rizzi. Each contribution focuses on one specific aspect of the grammar. As a general theme, the papers are concerned with the question of the composition of the clause, i.e. what kind of components the clause is made up of, and how these components are put together in the clause. The introduction to the volume provides the backdrop for the papers and highlights some of the developments that have occurred in theoretical syntax in the last ten years. Elements of Grammar is destined for an audience of linguists working in the generative framework.

Book The Oxford Handbook of Ergativity

Download or read book The Oxford Handbook of Ergativity written by Jessica Coon and published by Oxford University Press. This book was released on 2017-07-13 with total page 1328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume offers theoretical and descriptive perspectives on the issues pertaining to ergativity, a grammatical patterning whereby direct objects are in some way treated like intransitive subjects, to the exclusion of transitive subjects. This pattern differs markedly from nominative/accusative marking whereby transitive and intransitive subjects are treated as one grammatical class, to the exclusion of direct objects. While ergativity is sometimes referred to as a typological characteristic of languages, research on the phenomenon has shown that languages do not fall clearly into one category or the other and that ergative characteristics are not consistent across languages. Chapters in this volume look at approaches to ergativity within generative, typological, and functional paradigms, as well as approaches to the core morphosyntactic building blocks of an ergative construction; related constructions such as the anti-passive; related properties such as split ergativity and word order; and extensions and permutations of ergativity, including nominalizations and voice systems. The volume also includes results from experimental investigations of ergativity, a relatively new area of research. A wide variety of languages are represented, both in the theoretical chapters and in the 16 case studies that are more descriptive in nature, attesting to both the pervasiveness and diversity of ergative patterns.

Book Objects and Other Subjects

Download or read book Objects and Other Subjects written by William D. Davies and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: The papers in this volume examine the current role of grammatical functions in transformational syntax in two ways: (i) through largely theoretical considerations of their status, and (ii) through detailed analyses for a wide variety of languages. Taken together the chapters in this volume present a comprehensive view of how transformational syntax characterizes the elusive but often useful notions of subject and object, examining how subject and object properties are distributed among various functional projections, converging sometimes in particular languages.

Book Argument Structure and Syntactic Relations

Download or read book Argument Structure and Syntactic Relations written by Maia Duguine and published by John Benjamins Publishing. This book was released on 2010-07-14 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: The topic of this collection is argument structure. The fourteen chapters in this book are divided into four parts: Semantic and Syntactic Properties of Event Structure; A Cartographic View on Argument Structure; Syntactic Heads Involved in Argument Structure; and Argument Structure in Language Acquisition. Rigorous theoretical analyses are combined with empirical work on specific aspects of argument structure. The book brings together authors working in different linguistic fields (semantics, syntax, and language acquisition), who explore new findings as well as more established data, but then from new theoretical perspectives. The contributions propose cartographic views of argument structure, as opposed to minimalistic proposals of a binary template model for argument structure, in order to optimally account for various syntactic and semantic facts, as well as data derived from wider cross-linguistic perspectives.

Book The Proceedings of the 25th Annual Child Language Research Forum

Download or read book The Proceedings of the 25th Annual Child Language Research Forum written by Eve V. Clark and published by Center for the Study of Language (CSLI). This book was released on 1993-12 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents research in the field of first language acquisition discussed at the 1993 meeting of the Child Language Research Forum. The contributors are Maria A. Alegre, Ursula Bellugi, Jeffrey G. Bettger, Paul Bloom, Melissa Bowerman, Ursula Brinkmann, Penelope Brown, Nancy Budwig, Joan Bybee, Alice Shuk-yee Cheung, Soonja Choi, Patricia Clancy, Stephen Crain, William Croft, Cynthia Crosser, Peter Culicover, Eve Danziger, Sonja Eisenbeiss, Karen Emmorey, Susan Ervin-Tripp, Claire Foley, Dicky G. Gilbers, Adele E. Goldberg, Alison Gopnik, Peter Gordon, Susan A. Graham, Jiansheng Guo, D. Geoffrey Hall, Alison Henry, James H. Hoeffner, Qian Hu, Tara Jackson, Catalina Johnson, Shyam Kapur, Bonita P. Klein, Edward S. Klima, Amy Kyratzis, Marie Labelle, Barbara Landau, Thomas Hun-tak Lee, Barbara Lust, Rachel I. Mayberry, James L. McClelland, Zelmira Nez del Prado, Dominique Nouveau, Diane Poulin-Dubois, Lisa Riche, Nancy Soja, Susan Toth-Sadjadi, Andrew Chung-yee Tse, and Klarien J. van der Linde. Eve V. Clark is Professor of Linguistics at Stanford University, author of The Lexicon in Acquisition, and co-author of Psychology and Language (with Herbert H. Clark).

Book Checking Theory and Grammatical Functions in Universal Grammar

Download or read book Checking Theory and Grammatical Functions in Universal Grammar written by Hiroyuki Ura and published by Oxford University Press. This book was released on 2000-01-06 with total page 337 pages. Available in PDF, EPUB and Kindle. Book excerpt: Ura's theory of multiple feature-checking develops the basic idea in original and highly productive ways, providing persuasive answers to difficult questions that arise in widely-ranging languages, and opening up new and challenging problems. It is an impressive achievement, which merits careful study, according to Noam Chomsky.

Book Perspectives on Causation

Download or read book Perspectives on Causation written by Elitzur A. Bar-Asher Siegal and published by Springer Nature. This book was released on 2020-07-27 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores relationships and maps out intersections between discussions on causation in three scientific disciplines: linguistics, philosophy, and psychology. The book is organized in five thematic parts, investigating connections between philosophical and linguistic studies of causation; presenting novel methodologies for studying the representation of causation; tackling central issues in syntactic and semantic representation of causal relations; and introducing recent advances in philosophical thinking on causation. Beyond its thematic organization, readers will find several recurring topics throughout this book, such as the attempt to reduce causality to other non-causal terms; causal pluralism vs. one all-encompassing account for causation; causal relations pertaining to the mental as opposed to the physical realm, and more. This collection also lays the foundation for questioning whether it is possible to evaluate available philosophical approaches to causation against the variety of linguistic phenomena ranging across diverse lexical and grammatical items, such as bound morphemes, prepositions, connectives, and verbs. Above all, it lays the groundwork for considering whether the fruits of the psychological-cognitive study of the perception of causal relations may contribute to linguistic and philosophical studies, and whether insights from linguistics can benefit the other two disciplines.

Book A Grammar of Fongbe

Download or read book A Grammar of Fongbe written by Claire Lefebvre and published by Walter de Gruyter. This book was released on 2011-05-09 with total page 609 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a reference grammar of Fongbe, a language which is part of the Gbe dialect cluster. It is spoken mainly in the former kingdom of Dahomey, which today comprises the southern areas of Benin and Togo. This book has three objectives: First, its main purpose is to provide a thorough description of the grammar of Fongbe. Second, this book provides language-specific syntactic tests which were developed in the course of this research. Finally, we provide the reader with the most exhaustive list possible of references on Fongbe, and on the Gbe languages in general. This book thus attempts to represent a "state of the art" of the language itself, and of the analyses proposed to account for its particular constructions. This book is of particular interest to Africanists, scholars interested in comparative linguistics or in the reconstruction of language families, and creolists who work on the languages spoken in the Caribbean area.

Book Skeptical Linguistic Essays

Download or read book Skeptical Linguistic Essays written by Paul M. Postal and published by Oxford University Press. This book was released on 2004-01-15 with total page 424 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume consists of an introduction and two groups of essays by Paul M. Postal, each with a connecting theme. The first, positive group of papers, contains five previously unpublished studies of English syntax. These include a long study of so-called "locative inversion," two investigations related to raising to non-subject status, an argument for the existence of a hitherto ignored nominal grammatical category and a study of vulgar negative polarity items. Each investigation of specific English details is argued to have significant theoretical consequences. The second, negative group of papers, contains seven essays each of which seeks to show that aspects of contemporary linguistic activity are in part contaminated by elements of what is called "junk linguistics." Postal uses the term to denote work which advances proposals, puts forward claims and asserts deep results which, he argues, can only be accepted by ignoring serious standards of inquiry and scholarship. Postal claims that much of this work is nonetheless currently considered not only serious but prestigious reveals the problem to exist at the core of the field, not its periphery. These chapters include documentation of "junk linguistic" aspects in National Science Foundation refereeing, work on the foundations of linguistics, and even in widespread terminological usages. The final chapter briefly lists personal suggestions for dealing with this problem.

Book On Shell Structure

Download or read book On Shell Structure written by Richard K. Larson and published by Routledge. This book was released on 2014-02-03 with total page 679 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume collects together core papers by Richard K. Larson developing what has since come to be known as the "VP Shell" or "Split VP" analysis of sentential structure. The volume includes five previously published papers together with two major unpublished works from the same period: "Light Predicate Raising" (1989), which explores the interesting consequences of a leftward raising analysis of "NP Shift" phenomena, and "The Projection of DP (and DegP)" (1991), which extends the shell approach to the projection of nominal and adjectival structure, showing how projection can be handled in a uniform way. In addition to published, unpublished and limited distribution work, the volume includes extensive new introductory material. The general introduction traces the conceptual roots of VP Shells and its problems in the face of subsequent developments in theory, and offers an updated form compatible with modern Minimalist syntactic analysis. The section introductions to the material on datives, complex predicates and nominals show how the updated form of shell theory applies in the empirical domains where it was originally developed.

Book Semantic Structures

Download or read book Semantic Structures written by Ray S. Jackendoff and published by MIT Press. This book was released on 1992-04-22 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: Semantic Structures is a large-scale study of conceptual structure and its lexical and syntactic expression in English that builds on the system of Conceptual Semantics described in Ray Jackendoff's earlier books Semantics and Cognition and Consciousness and the Computational Mind. Jackendoff summarizes the relevant arguments in his two previous books, setting out the basic parameters for the formalization of meaning, and comparing his mentalistic approach with Fodor's Language of Thought hypothesis. He then takes up the Problem of Meaning, extending the range of semantic fields encompassed by the Conceptual Semantics formalism, and the Problem of Correspondence, formalizing the relation between semantic and syntactic structure. Both of these problems must be fully addressed in order to develop a general theory of language that is concerned with syntax and semantics and their points of connection. Few books on lexical semantics present such a comprehensive analysis of such a wide range of phenomena from a unified perspective. Besides discussing the conceptual structures of hundreds of words and constructions, Jackendoff extends and deepens the theory to come to grips with such crucial issues as roles and marking; arguments, modifiers, and adjuncts; binding and control; and the thematic linking hierarchy.

Book Phrase Structure in Natural Language

Download or read book Phrase Structure in Natural Language written by M.J. Speas and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Book Dissolving Binding Theory

Download or read book Dissolving Binding Theory written by Johan Rooryck and published by Oxford University Press, USA. This book was released on 2011 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines the distribution and interpretation of anaphors and pronouns. Through a detailed analysis of simplex and complex anaphors in Dutch and English, as well as other Romance and Germanic languages, the authors show that the relationship between an anaphor and its antecedent can be captured in terms of general Minimalist principles.