Statistical Rethinking

Statistical Rethinking

Author: Richard McElreath

Publisher: CRC Press

Published: 2018-01-03

Total Pages: 488

ISBN-13: 1315362619

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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.


Advertising as Multilingual Communication

Advertising as Multilingual Communication

Author: H. Kelly-Holmes

Publisher: Springer

Published: 2016-01-11

Total Pages: 221

ISBN-13: 0230503012

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Advertising has traditionally communicated messages to consumers with strong local and national identities. However, increasingly, products, producers, advertising agencies and media are becoming internationalized. In the development of strategies that appeal to a large multinational consumer base, advertising language takes on new 'multilingual' features. The author explores the role of advertising language in this new globalized environment, from a communicative theory point of view, as well as from a close linguistic analysis of some major advertising campaigns within a multicultural and multilingual marketplace.


Rethinking Property Tax Incentives for Business

Rethinking Property Tax Incentives for Business

Author: Daphne A. Kenyon

Publisher:

Published: 2012

Total Pages: 0

ISBN-13: 9781558442337

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The use of property tax incentives for business by local governments throughout the United States has escalated over the last 50 years. While there is little evidence that these tax incentives are an effective instrument to promote economic development, they cost state and local governments $5 to $10 billion each year in forgone revenue. Three major obstacles can impede the success of property tax incentives as an economic development tool. First, incentives are unlikely to have a significant impact on a firm's profitability since property taxes are a small part of the total costs for most businesses--averaging much less than 1 percent of total costs for the U.S. manufacturing sector. Second, tax breaks are sometimes given to businesses that would have chosen the same location even without the incentives. When this happens, property tax incentives merely deplete the tax base without promoting economic development. Third, widespread use of incentives within a metropolitan area reduces their effectiveness, because when firms can obtain similar tax breaks in most jurisdictions, incentives are less likely to affect business location decisions. This report reviews five types of property tax incentives and examines their characteristics, costs, and effectiveness: property tax abatement programs; tax increment finance; enterprise zones; firm-specific property tax incentives; and property tax exemptions in connection with issuance of industrial development bonds. Alternatives to tax incentives should be considered by policy makers, such as customized job training, labor market intermediaries, and business support services. State and local governments also can pursue a policy of broad-based taxes with low tax rates or adopt split-rate property taxation with lower taxes on buildings than land.State policy makers are in a good position to increase the effectiveness of property tax incentives since they control how local governments use them. For example, states can restrict the use of incentives to certain geographic areas or certain types of facilities; publish information on the use of property tax incentives; conduct studies on their effectiveness; and reduce destructive local tax competition by not reimbursing local governments for revenue they forgo when they award property tax incentives.Local government officials can make wiser use of property tax incentives for business and avoid such incentives when their costs exceed their benefits. Localities should set clear criteria for the types of projects eligible for incentives; limit tax breaks to mobile facilities that export goods or services out of the region; involve tax administrators and other stakeholders in decisions to grant incentives; cooperate on economic development with other jurisdictions in the area; and be clear from the outset that not all businesses that ask for an incentive will receive one.Despite a generally poor record in promoting economic development, property tax incentives continue to be used. The goal is laudable: attracting new businesses to a jurisdiction can increase income or employment, expand the tax base, and revitalize distressed urban areas. In a best case scenario, attracting a large facility can increase worker productivity and draw related firms to the area, creating a positive feedback loop. This report offers recommendations to improve the odds of achieving these economic development goals.


English as a Global Language

English as a Global Language

Author: David Crystal

Publisher: Cambridge University Press

Published: 2012-03-29

Total Pages: 227

ISBN-13: 1107611806

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Written in a detailed and fascinating manner, this book is ideal for general readers interested in the English language.


Library as Place

Library as Place

Author: Geoffrey T. Freeman

Publisher: Council on Library & Information Resources

Published: 2005

Total Pages: 96

ISBN-13:

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What is the role of a library when users can obtain information from any location? And what does this role change mean for the creation and design of library space? Six authors an architect, four librarians, and a professor of art history and classics explore these questions this report. The authors challenge the reader to think about new potential for the place we call the library and underscore the growing importance of the library as a place for teaching, learning, and research in the digital age.


Re-thinking E-learning Research

Re-thinking E-learning Research

Author: Norm Friesen

Publisher: Peter Lang

Published: 2009

Total Pages: 282

ISBN-13: 9781433101359

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In the rapidly-changing world of the Internet and the Web, theory and research struggle to keep up with technological, social, and economic developments. In education in particular, a proliferation of novel practices, applications, and forms - from bulletin boards to Webcasts, from online educational games to open educational resources - have come to be addressed under the rubric of «e-learning». In response to these phenomena, Re-thinking E-Learning Research introduces a number of research frameworks and methodologies relevant to e-learning. The book outlines methods for the analysis of content, narrative, genre, discourse, hermeneutic-phenomenological investigation, and critical and historical inquiry. It provides examples of pairings of method and subject matter that include narrative research into the adaptation of blogs in a classroom setting; the discursive-psychological analysis of student conversations with artificially intelligent agents; a genre analysis of an online discussion; and a phenomenological study of online mathematics puzzles. Introducing practical applications and spanning a wide range of the possibilities for e-learning, this book will be useful for students, teachers, and researchers in e-learning.


Routledge Handbook of Japanese Sociolinguistics

Routledge Handbook of Japanese Sociolinguistics

Author: Patrick Heinrich

Publisher: Routledge

Published: 2019-06-05

Total Pages: 464

ISBN-13: 1351818392

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Presenting new approaches and results previously inaccessible in English, the Routledge Handbook of Japanese Sociolinguistics provides an insight into the language and society of contemporary Japan from a fresh perspective. While it was once believed that Japan was a linguistically homogenous country, research over the past two decades has shown Japan to be a multilingual and sociolinguistically diversifying country. Building on this approach, the contributors to this handbook take this further, combining Japanese and western approaches alike and producing research which is relevant to twenty-first century societies. Organised into five parts, the sections covered include: The languages and language varieties of Japan. The multilingual ecology. Variation, style and interaction. Language problems and language planning. Research overviews. With contributions from across the field of Japanese sociolinguistics, this handbook will prove very useful for students and scholars of Japanese Studies, as well as sociolinguists more generally.


Rethinking Class Size: The complex story of impact on teaching and learning

Rethinking Class Size: The complex story of impact on teaching and learning

Author: Peter Blatchford

Publisher: UCL Press

Published: 2020-11-12

Total Pages: 340

ISBN-13: 1787358798

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The debate over whether class size matters for teaching and learning is one of the most enduring, and aggressive, in education research. Teachers often insist that small classes benefit their work. But many experts argue that evidence from research shows class size has little impact on pupil outcomes, so does not matter, and this dominant view has informed policymaking internationally. Here, the lead researchers on the world’s biggest study into class size effects present a counter-argument. Through detailed analysis of the complex relations involved in the classroom they reveal the mechanisms that support teachers’ experience, and conclude that class size matters very much indeed. Drawing on 20 years of systematic classroom observations, surveys of practitioners, detailed case studies and extensive reviews of research, Peter Blatchford and Anthony Russell contend that common ways of researching the impact of class size are limited and sometimes misguided. While class size may have no direct effect on pupil outcomes, it has, they say, significant force through interconnections with classroom processes. In describing these connections, the book opens up the everyday world of the classroom and shows that the influence of class size is everywhere. It impacts on teaching, grouping practices and classroom management, the quality of peer relations, tasks given to pupils, and on the time teachers have for marking, assessments and understanding the strengths and challenges for individual pupils. From their analysis, the authors develop a new social pedagogical model of how class size influences work, and identify policy conclusions and implications for teachers and schools.


First Language Use in Second and Foreign Language Learning

First Language Use in Second and Foreign Language Learning

Author: Miles Turnbull

Publisher: Multilingual Matters

Published: 2009-08-24

Total Pages: 220

ISBN-13: 1847697682

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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.