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.

Download or read book The Acquisition of Differential Object Marking written by Alexandru Mardale and published by John Benjamins Publishing Company. This book was released on 2020-06-15 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: Differential Object marking (DOM), a linguistic phenomenon in which a direct object is morphologically marked for semantic and pragmatic reasons, has attracted the attention of several subfields of linguistics in the past few years. DOM has evolved diachronically in many languages, whereas it has disappeared from others; it is easily acquired by monolingual children, but presents high instability and variability in bilingual acquisition and language contact situations. This edited collection contributes to further our understanding of the nature and development of DOM in the languages of the world, in acquisition, and in language contact, variation, and change. The thirteen chapters in this volume present new empirical data from Estonian, Spanish, Turkish, Korean, Hindi, Romanian and Basque in different acquisition contexts and learner populations. They also bring together multiple theoretical and methodological perspectives to account for the complexity and dynamicity of this widespread linguistic phenomenon.

Download or read book Gradient Acceptability and Linguistic Theory written by and published by Oxford University Press. This book was released on 2021-12-15 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book examines a challenging problem at the intersection of theoretical linguistics and the psychology of language: the interpretation of gradient judgments of sentence acceptability in relation to theories of grammatical knowledge. Acceptability judgments constitute the primary source of data on which such theories have been built, despite being susceptible to various extra-grammatical factors. Through a review of experimental and corpus-based research on a variety of syntactic phenomena and an in-depth examination of two case studies, Elaine J. Francis argues for two main positions. The first is that converging evidence from online comprehension tasks, elicited production tasks, and corpora of naturally-occurring discourse can help to determine the sources of variation in acceptability judgments and to narrow down the range of plausible theoretical interpretations. The second is that the interpretation of judgment data depends crucially on the theoretical commitments and assumptions made, especially with respect to the nature of the syntax-semantics interface and the choice of either a categorical or a gradient notion of grammaticality. The theoretical frameworks considered in this book include derivational theories (e.g. Minimalism, Principles and Parameters), constraint-based theories (e.g. Sign-based Construction Grammar, Simpler Syntax), competition-based theories (e.g. Stochastic Optimality Theory, Decathlon Model), and usage-based approaches. The volume shows that while acceptability judgment data are typically compatible with the assumptions of various theoretical frameworks, some gradient phenomena are best captured within frameworks that permit soft constraints-non-categorical grammatical constraints that encode the conventional preferences of language users.

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.

Download or read book The Routledge Handbook of Second Language Acquisition Morphosyntax and Semantics written by Tania Ionin and published by Taylor & Francis. This book was released on 2024-03-11 with total page 586 pages. Available in PDF, EPUB and Kindle. Book excerpt: This handbook provides innovative and comprehensive coverage of research on the second language acquisition (SLA) of morphosyntax, semantics, and the interface between the two. Organized by grammatical topic, the chapters are written by experts from formal and functional perspectives in the SLA of morphosyntax and semantics, providing in-depth yet accessible coverage of these areas. All chapters highlight the theoretical underpinnings of much work in SLA and their links to theoretical syntax and semantics; making comparisons to other populations, including child language acquirers, bilinguals, and heritage speakers (links to first language acquisition and bilingualism); dedicating a portion of each chapter to the research methods used to investigate the linguistic phenomenon in question (links to psycholinguistics and experimental linguistics); and, where relevant, including intervention studies on the phenomenon in question (links to applied linguistics). The volume will be indispensable to SLA researchers and students who work on any aspect of the SLA of morphosyntax or semantics. With its coverage of a variety of methodologies and comparisons to other populations (such as child language acquirers, early bilinguals, heritage speakers, and monolingual adults), the handbook is expected to also be of much interest to linguists who work in psycholinguistics, first language acquisition, and bilingualism.

Download or read book Implicit and Explicit Language Learning written by Cristina Sanz and published by Georgetown University Press. This book was released on 2011-03-11 with total page 243 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the last several decades, neuroscientists, cognitive psychologists, and psycholinguists have investigated the implicit and explicit continuum in language development and use from theoretical, empirical, and methodological perspectives. This book addresses these perspectives in an effort to build connections among them and to draw pedagogical implications when possible. The volume includes an examination of the psychological and neurological processes of implicit and explicit learning, what aspects of language learning can be affected by explicit learning, and the effects of bilingualism on the mental processing of language. Rigorous empirical research investigations probe specific aspects of acquiring morphosyntax and phonology, including early input, production, feedback, age, and study abroad. A final section explores the rich insights provided into language processing by bilingualism, including such major areas as aging, third language acquisition, and language separation.

Download or read book Second Language Acquisition and the Younger Learner written by Jenefer Philp and published by John Benjamins Publishing. This book was released on 2008-10-01 with total page 344 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new volume of work highlights the distinctiveness of child SLA through a collection of different types of empirical research specific to younger learners. Characteristics of children’s cognitive, emotional, and social development distinguish their experiences from those of adult L2 learners, creating intriguing issues for SLA research, and also raising important practical questions regarding effective pedagogical techniques for learners of different ages. While child SLA is often typically thought of as simple (and often enjoyable and universally effortless), in other words, as “child’s play”, the complex portraits of young second language learners which emerge in the 16 papers collected in this book invite the reader to reconsider the reality for many younger learners. Chapters by internationally renowned authors together with reports by emerging researchers describe second and foreign language learning by children ranging from pre-schoolers to young adolescents, in home and school contexts, with caregivers, peers, and teachers as interlocutors.

Download or read book Child Language Acquisition written by Ben Ambridge and published by Cambridge University Press. This book was released on 2011-03-17 with total page 465 pages. Available in PDF, EPUB and Kindle. Book excerpt: Is children's language acquisition based on innate linguistic structures or built from cognitive and communicative skills? This book summarises the major theoretical debates in all of the core domains of child language acquisition research (phonology, word-learning, inflectional morphology, syntax and binding) and includes a complete introduction to the two major contrasting theoretical approaches: generativist and constructivist. For each debate, the predictions of the competing accounts are closely and even-handedly evaluated against the empirical data. The result is an evidence-based review of the central issues in language acquisition research that will constitute a valuable resource for students, teachers, course-builders and researchers alike.

Download or read book The Handbook of Second Language Acquisition written by Catherine J. Doughty and published by John Wiley & Sons. This book was released on 2008-04-15 with total page 900 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Second Language Acquisition presents an integrated discussion of key, and sometimes controversial, issues in second language acquisition research. Discusses the biological and cognitive underpinnings of SLA, mechanisms, processes, and constraints on SLA, the level of ultimate attainment, research methods, and the status of SLA as a cognitive science. Includes contributions from twenty-seven of the world's leading scholars. Provides an invaluable resource for all students and scholars of human cognition, including those in linguistics, psychology, applied linguistics, ESL, foreign languages, and cognitive science.

Download or read book Second Language Acquisition and Universal Grammar written by Lydia White and published by Cambridge University Press. This book was released on 2003-03-06 with total page 338 pages. Available in PDF, EPUB and Kindle. Book excerpt: Table of contents

Download or read book The Study of Second Language Acquisition written by Rod Ellis and published by Oxford University. This book was released on 1994 with total page 836 pages. Available in PDF, EPUB and Kindle. Book excerpt: An up to date comprehensive introduction to second language acqusition research. Contains a general framework for the study of second language acquisition, provides a general description of learner language, accounts for the role of the linguistic environment, examines the learner's internal mechanisms, explores individual differences in language learning and reviews the expanding research on classroom second language acquisition.

Download or read book First Language Use in Second and Foreign Language Learning written by Miles Turnbull and published by Multilingual Matters. This book was released on 2009-08-24 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume offers fresh perspectives on a controversial issue in applied linguistics and language teaching by focusing on the use of the first language in communicative or immersion-type classrooms. It includes new work by both new and established scholars in educational scholarship, second language acquisition, and sociolinguistics, as well as in a variety of languages, countries, and educational contexts. Through its focus at the intersection of theory, practice, curriculum and policy, the book demands a reconceptualization of code-switching as something that both proficient and aspiring bilinguals do naturally, and as a practice that is inherently linked with bilingual code-switching.

Download or read book The Routledge Handbook of Second Language Acquisition and Corpora written by Nicole Tracy-Ventura and published by Routledge. This book was released on 2020-12-17 with total page 395 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Routledge Handbook of Second Language Acquisition and Corpora is a state-of-the-art collection of cutting-edge scholarship at the intersection of second language acquisition and learner corpus research. It draws on data-driven, statistical analysis to outline the background, methods, and outcomes of language learning, with a range of global experts providing detailed guidelines and findings. The volume is organized into five sections: Methodological and theoretical contributions to the study of learner language using corpora – setting the scene Key aspects in corpus design, annotation, and analysis for SLA Corpora in SLA theory and practice SLA constructs and corpora Future directions This is a ground-breaking collection of essays offering incisive and essential reading for anyone with an interest in second language acquisition, learner corpus research, and applied linguistics.

Download or read book New Perspectives on Transfer in Second Language Learning written by Liming Yu and published by Multilingual Matters. This book was released on 2016 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: When people attempt to learn a new language, the language(s) they already know can help but also hinder their understanding or production of new forms. This phenomenon, known as language transfer, is the focus of this book. The collection offers new theoretical perspectives, some in the empirical studies and some in other chapters, and consists of four sections considering lexical, syntactic, phonological and cognitive perspectives. The volume provides a wealth of studies on the influence of Chinese on the acquisition of English but also includes studies involving Finnish, French, Hindi, Korean, Persian, Spanish, Swedish and Tamil. It will be of great interest to researchers and students working in the areas of crosslinguistic influence in second language acquisition, language pedagogy and psycholinguistics.

Download or read book Second Language Acquisition written by Tania Ionin and published by Cambridge University Press. This book was released on 2023-01-26 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: Based on classic and cutting-edge research, this textbook shows how grammatical phenomena can best be taught to second language and bilingual learners. Bringing together second language research, linguistics, pedagogical grammar, and language teaching, it demonstrates how linguistic theory and second language acquisition findings optimize classroom intervention research. The book assumes a generative approach but covers intervention studies from a variety of theoretical perspectives. Each chapter describes relevant linguistic structures, discusses core challenges, summarizes research findings, and concludes with classroom and lab-based intervention studies. The authors provide tools to help to design linguistically informed intervention studies, including discussion questions, application questions, case studies, and sample interventions. Online resources feature lecture slides and intervention materials, with data analysis exercises, ensuring the content is clear and ready to use. Requiring no more than a basic course in linguistics, the material serves advanced undergraduates and first-year graduate students studying applied linguistics, education, or language teaching.

Download or read book An Introduction to Second Language Acquisition Research written by Diane Larsen-Freeman and published by Routledge. This book was released on 2014-09-25 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding how people learn and fail to learn second and foreign languages is increasingly recognised as a critical social and psycholinguistic issue. Second languages are vitally important to diverse groups of people, ranging from refugees to college students facing foreign language requirements. This book provides a synthesis of empirical findings on second and foreign language learning by children and adults, emphasising the design and execution of appropriate research.

Download or read book First Language Attrition written by Herbert W. Seliger and published by Cambridge University Press. This book was released on 1991-06-27 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: Examines linguistic aspects of the attrition or loss of first language abilities in bilinguals.