Econometric Analysis of Cross Section and Panel Data, second edition

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Author :
Publisher : MIT Press
ISBN 13 : 0262232588
Total Pages : 1095 pages
Book Rating : 4.2/5 (622 download)

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Book Synopsis Econometric Analysis of Cross Section and Panel Data, second edition by : Jeffrey M. Wooldridge

Download or read book Econometric Analysis of Cross Section and Panel Data, second edition written by Jeffrey M. Wooldridge and published by MIT Press. This book was released on 2010-10-01 with total page 1095 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of a comprehensive state-of-the-art graduate level text on microeconometric methods, substantially revised and updated. The second edition of this acclaimed graduate text provides a unified treatment of two methods used in contemporary econometric research, cross section and data panel methods. By focusing on assumptions that can be given behavioral content, the book maintains an appropriate level of rigor while emphasizing intuitive thinking. The analysis covers both linear and nonlinear models, including models with dynamics and/or individual heterogeneity. In addition to general estimation frameworks (particular methods of moments and maximum likelihood), specific linear and nonlinear methods are covered in detail, including probit and logit models and their multivariate, Tobit models, models for count data, censored and missing data schemes, causal (or treatment) effects, and duration analysis. Econometric Analysis of Cross Section and Panel Data was the first graduate econometrics text to focus on microeconomic data structures, allowing assumptions to be separated into population and sampling assumptions. This second edition has been substantially updated and revised. Improvements include a broader class of models for missing data problems; more detailed treatment of cluster problems, an important topic for empirical researchers; expanded discussion of "generalized instrumental variables" (GIV) estimation; new coverage (based on the author's own recent research) of inverse probability weighting; a more complete framework for estimating treatment effects with panel data, and a firmly established link between econometric approaches to nonlinear panel data and the "generalized estimating equation" literature popular in statistics and other fields. New attention is given to explaining when particular econometric methods can be applied; the goal is not only to tell readers what does work, but why certain "obvious" procedures do not. The numerous included exercises, both theoretical and computer-based, allow the reader to extend methods covered in the text and discover new insights.

Privatization in Latin America

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Publisher : World Bank
ISBN 13 : 9780821358825
Total Pages : 506 pages
Book Rating : 4.3/5 (588 download)

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Book Synopsis Privatization in Latin America by : World Bank

Download or read book Privatization in Latin America written by World Bank and published by World Bank. This book was released on 2005 with total page 506 pages. Available in PDF, EPUB and Kindle. Book excerpt: This publication examines the empirical evidence on the privatisation measures introduced in the Latin American region since the 1980s, in light of recent criticisms of the record of privatisation and allegations of corruption, abuse of market power and neglect of the poor. It includes case studies on the privatisation debate in Argentina, Bolivia, Brazil, Chile, Colombia, Mexico, and Peru; and sets out recommendations for future reforms.

Comparative and International Education

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Publisher : Emerald Group Publishing
ISBN 13 : 1787434613
Total Pages : 221 pages
Book Rating : 4.7/5 (874 download)

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Book Synopsis Comparative and International Education by : C. C. Wolhuter

Download or read book Comparative and International Education written by C. C. Wolhuter and published by Emerald Group Publishing. This book was released on 2019-08-26 with total page 221 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book explores the evolution and current state of the scholarly field of comparative and international education over 200 years of development. Experts in the field explore comparative and international education in each of the major world regions.

Development Centre Studies The Making of Global Finance 1880-1913

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Publisher : OECD Publishing
ISBN 13 : 9264015361
Total Pages : 148 pages
Book Rating : 4.2/5 (64 download)

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Book Synopsis Development Centre Studies The Making of Global Finance 1880-1913 by : Flandreau Marc

Download or read book Development Centre Studies The Making of Global Finance 1880-1913 written by Flandreau Marc and published by OECD Publishing. This book was released on 2009-10-30 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book traces the roots of global financial integration in the first “modern” era of globalisation from 1880 to 1913 and can serve as a valuable tool to current-day policy dilemmas by using historical data to see which policies in the past led to enhanced international financing for development.

Risk Management in Crisis

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Publisher : Routledge
ISBN 13 : 1000457281
Total Pages : 153 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Risk Management in Crisis by : Piotr Jedynak

Download or read book Risk Management in Crisis written by Piotr Jedynak and published by Routledge. This book was released on 2021-08-19 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: Risk management is a domain of management which comes to the fore in crisis. This book looks at risk management under crisis conditions in the COVID-19 pandemic context. The book synthesizes existing concepts, strategies, approaches and methods of risk management and provides the results of empirical research on risk and risk management during the COVID-19 pandemic. The research outcome was based on the authors’ study on 42 enterprises of different sizes in various sectors, and these firms have either been negatively affected by COVID-19 or have thrived successfully under the new conditions of conducting business activities. The analysis looks at both the impact of the COVID-19 pandemic on the selected enterprises and the risk management measures these enterprises had taken in response to the emerging global trends. The book puts together key factors which could have determined the enterprises’ failures and successes. The final part of the book reflects on how firms can build resilience in challenging times and suggests a model for business resilience. The comparative analysis will provide useful insights into key strategic approaches of risk management. The Open Access version of this book, available at http://www.taylorfrancis.com/books/oa-mono/10.4324/9781003131366/ has been made available under a Creative Commons Attribution-Non Commercial-No Derivatives 4.0 license.

Biomolecular EPR Spectroscopy

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Publisher : CRC Press
ISBN 13 : 1420059580
Total Pages : 264 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Biomolecular EPR Spectroscopy by : Wilfred Raymond Hagen

Download or read book Biomolecular EPR Spectroscopy written by Wilfred Raymond Hagen and published by CRC Press. This book was released on 2008-12-22 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comprehensive, Up-to-Date Coverage of Spectroscopy Theory and its Applications to Biological SystemsAlthough a multitude of books have been published about spectroscopy, most of them only occasionally refer to biological systems and the specific problems of biomolecular EPR (bioEPR). Biomolecular EPR Spectroscopy provides a practical introduction t

Introduction to Time Series and Forecasting

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Publisher : Springer Science & Business Media
ISBN 13 : 1475725264
Total Pages : 429 pages
Book Rating : 4.4/5 (757 download)

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Book Synopsis Introduction to Time Series and Forecasting by : Peter J. Brockwell

Download or read book Introduction to Time Series and Forecasting written by Peter J. Brockwell and published by Springer Science & Business Media. This book was released on 2013-03-14 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: Some of the key mathematical results are stated without proof in order to make the underlying theory acccessible to a wider audience. The book assumes a knowledge only of basic calculus, matrix algebra, and elementary statistics. The emphasis is on methods and the analysis of data sets. The logic and tools of model-building for stationary and non-stationary time series are developed in detail and numerous exercises, many of which make use of the included computer package, provide the reader with ample opportunity to develop skills in this area. The core of the book covers stationary processes, ARMA and ARIMA processes, multivariate time series and state-space models, with an optional chapter on spectral analysis. Additional topics include harmonic regression, the Burg and Hannan-Rissanen algorithms, unit roots, regression with ARMA errors, structural models, the EM algorithm, generalized state-space models with applications to time series of count data, exponential smoothing, the Holt-Winters and ARAR forecasting algorithms, transfer function models and intervention analysis. Brief introducitons are also given to cointegration and to non-linear, continuous-time and long-memory models. The time series package included in the back of the book is a slightly modified version of the package ITSM, published separately as ITSM for Windows, by Springer-Verlag, 1994. It does not handle such large data sets as ITSM for Windows, but like the latter, runs on IBM-PC compatible computers under either DOS or Windows (version 3.1 or later). The programs are all menu-driven so that the reader can immediately apply the techniques in the book to time series data, with a minimal investment of time in the computational and algorithmic aspects of the analysis.

Handbook of Simulation

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 9780471134039
Total Pages : 868 pages
Book Rating : 4.1/5 (34 download)

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Book Synopsis Handbook of Simulation by : Jerry Banks

Download or read book Handbook of Simulation written by Jerry Banks and published by John Wiley & Sons. This book was released on 1998-09-14 with total page 868 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dieses Buch ist eine unschätzbare Informationsquelle für alle Ingenieure, Designer, Manager und Techniker bei Entwicklung, Studium und Anwendung einer großen Vielzahl von Simulationstechniken. Es vereint die Arbeit internationaler Simulationsexperten aus Industrie und Forschung. Alle Aspekte der Simulation werden in diesem umfangreichen Nachschlagewerk abgedeckt. Der Leser wird vertraut gemacht mit den verschiedenen Techniken von Industriesimulationen sowie mit Einsatz, Anwendungen und Entwicklungen. Neueste Fortschritte wie z.B. objektorientierte Programmierung werden ebenso behandelt wie Richtlinien für den erfolgreichen Umgang mit simulationsgestützten Prozessen. Auch gibt es eine Liste mit den wichtigsten Vertriebs- und Zulieferadressen. (10/98)

Introductory Econometrics

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Publisher : South Western Educational Publishing
ISBN 13 : 9780324788907
Total Pages : 865 pages
Book Rating : 4.7/5 (889 download)

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Book Synopsis Introductory Econometrics by : Jeffrey M. Wooldridge

Download or read book Introductory Econometrics written by Jeffrey M. Wooldridge and published by South Western Educational Publishing. This book was released on 2009 with total page 865 pages. Available in PDF, EPUB and Kindle. Book excerpt: INTRODUCTORY ECONOMETRICS: A MODERN APPROACH, 4e International Edition illustrates how empirical researchers think about and apply econometric methods in real-world practice. The text's unique approach reflects the fact that undergraduate econometrics has moved beyond just a set of abstract tools to being genuinely useful for answering questions in business, policy evaluation, and forecasting environments. The systematic approach, which reduces clutter by introducing assumptions only as they are needed, makes absorbing the material easier and leads to better econometric practices. Its unique organization separates topics by the kinds of data being analyzed , leading to an appreciation for the important issues that arise in drawing conclusions from the different kinds of data economists use. Packed with relevant applications, INTRODUCTORY ECONOMETRICS offers a wealth of interesting data sets that can be used to reproduce the examples in the text or as the starting point for original research projects.

Variance Components

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Publisher : John Wiley & Sons
ISBN 13 : 0470317698
Total Pages : 537 pages
Book Rating : 4.4/5 (73 download)

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Book Synopsis Variance Components by : Shayle R. Searle

Download or read book Variance Components written by Shayle R. Searle and published by John Wiley & Sons. This book was released on 2009-09-25 with total page 537 pages. Available in PDF, EPUB and Kindle. Book excerpt: WILEY-INTERSCIENCE PAPERBACK SERIES The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists. ". . .Variance Components is an excellent book. It is organized and well written, and provides many references to a variety of topics. I recommend it to anyone with interest in linear models." —Journal of the American Statistical Association "This book provides a broad coverage of methods for estimating variance components which appeal to students and research workers . . . The authors make an outstanding contribution to teaching and research in the field of variance component estimation." —Mathematical Reviews "The authors have done an excellent job in collecting materials on a broad range of topics. Readers will indeed gain from using this book . . . I must say that the authors have done a commendable job in their scholarly presentation." —Technometrics This book focuses on summarizing the variability of statistical data known as the analysis of variance table. Penned in a readable style, it provides an up-to-date treatment of research in the area. The book begins with the history of analysis of variance and continues with discussions of balanced data, analysis of variance for unbalanced data, predictions of random variables, hierarchical models and Bayesian estimation, binary and discrete data, and the dispersion mean model.

Clinical Pathways in Stroke Rehabilitation

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Publisher : Springer Nature
ISBN 13 : 3030585050
Total Pages : 284 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Clinical Pathways in Stroke Rehabilitation by : Thomas Platz

Download or read book Clinical Pathways in Stroke Rehabilitation written by Thomas Platz and published by Springer Nature. This book was released on 2021-01-14 with total page 284 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book focuses on practical clinical problems that are frequently encountered in stroke rehabilitation. Consequences of diseases, e.g. impairments and activity limitations, are addressed in rehabilitation with the overall goal to reduce disability and promote participation. Based on the available best external evidence, clinical pathways are described for stroke rehabilitation bridging the gap between clinical evidence and clinical decision-making. The clinical pathways answer the questions which rehabilitation treatment options are beneficial to overcome specific impairment constellations and activity limitations and are well acceptable to stroke survivors, as well as when and in which settings to provide rehabilitation over the course of recovery post stroke. Each chapter starts with a description of the clinical problem encountered. This is followed by a systematic, but concise review of the evidence (RCTs, systematic reviews and meta-analyses) that is relevant for clinical decision-making, and comments on assessment, therapy (training, technology, medication), and the use of technical aids as appropriate. Based on these summaries, clinical algorithms / pathways are provided and the main clinical-decision situations are portrayed. The book is invaluable for all neurorehabilitation team members, clinicians, nurses, and therapists in neurology, physical medicine and rehabilitation, and related fields. It is a World Federation for NeuroRehabilitation (WFNR) educational initiative, bridging the gap between the rapidly expanding clinical research in stroke rehabilitation and clinical practice across societies and continents. It can be used for both clinical decision-making for individuals and as well as clinical background knowledge for stroke rehabilitation service development initiatives.

Vocational Education and Training in Times of Economic Crisis

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Publisher : Springer
ISBN 13 : 3319478567
Total Pages : 494 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Vocational Education and Training in Times of Economic Crisis by : Matthias Pilz

Download or read book Vocational Education and Training in Times of Economic Crisis written by Matthias Pilz and published by Springer. This book was released on 2016-12-20 with total page 494 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book brings together a broad range of approaches and methodologies relevant to international comparative vocational education and training (VET). Revealing how youth in transition is affected by economic crises, it provides essential insights into the strengths and weaknesses of the various systems and prospects of VET in contexts ranging from North America to Europe, (e.g. Spain, Germany or the UK) to Asia (such as China, Thailand and India). Though each country examined in this volume is affected by the economic crisis in a different way, the effects are especially apparent for the young generation. In many countries the youth unemployment rate is still very high and the job perspectives for young people are often limited at best. The contributions in this volume demonstrate that VET alone cannot solve these problems, but can be used to support a smooth transition from school to work. If the quality of VET is high and the status and job expectations are good, VET can help to fill the skills gap, especially at the intermediate skill level. Furthermore, VET can also offer a realistic alternative to the university track for young people in many countries.

Contemporary Issues in Business and Economics

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Publisher : MDPI
ISBN 13 : 3039360949
Total Pages : 246 pages
Book Rating : 4.0/5 (393 download)

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Book Synopsis Contemporary Issues in Business and Economics by : Chia-Lin Chang

Download or read book Contemporary Issues in Business and Economics written by Chia-Lin Chang and published by MDPI. This book was released on 2020-07-01 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a collection of high-impact papers accepted and presented at the 2019 Vietnam’s Business and Economics Research Conference (VBER2019) organised by Ho Chi Minh City Open University held on 18th–20th July 2019. The Special Issue is associated with a broad coverage of the contemporary issues in Business and Economics in Vietnam and other emerging markets reflecting a key theme of VBER2019: Vietnam’s Place in the Asia Pacific Region. A total of 14 papers were published from more than the 120 submissions to the VBER2019 Conference. Published papers had been undergone a rigorous reviewing process conducted by the Journal of Risk and Financial Management. The papers incorporated in this book address contemporary issues in business and economics from Vietnam and other emerging markets in the Asian region from various angles such as economics, finance, and statistics to management science. At the time of writing this note, some of the papers have attracted more than 1000 downloads in 3 months. In particular, a paper on “Foreign Direct Investment and Economic Growth from Developing Countries in the Short Run and Long Run” by Trang Thi-Huyen Dinh and her team has attracted almost 6000 downloads in 3 months. These statistics indicate that the papers published in this Special Issue have attracted the wide interest of readers. Among these 14 published papers, three main areas of important contemporary issues in Business and Economics in the Asian region can be identified. First, a block of papers deals with various important and fundamental issues in the emerging markets the Asian region, from exchange rate regime, financial inclusion, and financial development to energy consumption and environmental degradation. On the issue of CO2 emissions, energy consumption and economic growth in the ASEAN, Vo, Vo, and Le utilized various time series econometrics approaches. Key findings from this paper indicate that there are no long-run relationships among carbon dioxide (CO2) emissions, energy consumption, renewable energy, population growth, and economic growth in the Philippines and Thailand, but a relationship does exist in Indonesia, Myanmar, and Malaysia. Loo, in his paper on financial inclusion for the ASEAN, concluded that advancing internet capability and availability present investors an opportunity to offer financial technology or Fintech to meet the need for financial services in this digital era. Second, a challenge in quantitative studies for a single country, such as Vietnam, with limited data is generally noted. However, various empirical studies on Vietnam’s business and economics issues have been conducted. Nguyen, Quan, and Pham examined the cultural distance and entry mode of foreign direct investment in Vietnam. A key finding from their paper is that when there is a great cultural difference between Vietnam and their home country, foreign-invested firms prefer wholly owned subsidiaries over equity joint ventures. Within the Vietnamese market, Pham, Vo, Ho, and McAleer conducted a study on the issue of corporate financial distress. The authors conclude that the corporate financial distress prediction model, which includes accounting factors with macroeconomic indicators, performs much better than alternative models. In addition, the evidence confirms that the global financial crisis (GFC) had a damaging impact on each sector, with the Health & Education sector demonstrating the most impressive recovery post-GFC, and the utilities sector recording a dramatic increase in bankruptcies post-GFC. At another extreme of the spectrum, Van and Nguyen considered that competitive context, social influences, the understanding of managers about corporate social responsibility (CSR), and the internal environment of companies are the four drivers of CSR. The authors also argued that in the four drivers, competitive context has the strongest impact on adopting CSR. Third, last but not least, various papers focus on an important aspect of public finance. For an example, Pham, Pham, and Ly documented the effect of double taxation treaties on the bilateral trade of Vietnam with ASEAN member states, thereby making an extensive comparison with its EU partner countries. Their findings indicate the significant contributions of the tax treaties to Vietnam’s trade performance, not exclusively with ASEAN but also with EU partner countries. In addition, regarding public finance for Vietnam, Nguyen, Vo, Ho, and Vo investigated the contribution of fiscal decentralisation to economic growth across provinces in Vietnam. For the first time in Vietnam, the fiscal decentralisation index together its two subcomponents, including fiscal importance and fiscal autonomy, are developed. Findings from this paper indicate that while fiscal importance and an overall level of fiscal decentralisation have provided negative impact on provincial economic growth, fiscal autonomy has a positive impact on economic growth across provinces in Vietnam.

Catalyzing Green Finance

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Author :
Publisher : Asian Development Bank
ISBN 13 : 9292578561
Total Pages : 276 pages
Book Rating : 4.2/5 (925 download)

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Book Synopsis Catalyzing Green Finance by : Asian Development Bank

Download or read book Catalyzing Green Finance written by Asian Development Bank and published by Asian Development Bank. This book was released on 2017-08-01 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: A large financing need challenges climate-adjusted infrastructure in developing Asia, estimated at $26 trillion till 2030. This necessitates crowding-in private sources to meet financing, efficiency, and technology gaps. However, a lack of bankable projects is a major hurdle. This publication suggests one possible innovative financing approach. The Green Finance Catalyzing Facility (GFCF) proposes a blended finance framework for governments and development entities to better leverage development funds for risk mitigation, generate a pipeline of bankable green infrastructure projects, and directly catalyze private finance. The GFCF provides useful inputs for the current debate on mainstreaming green finance into country financial systems.

Country Risk Assessment

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Publisher : John Wiley & Sons
ISBN 13 : 047086818X
Total Pages : 286 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis Country Risk Assessment by : Michel Henry Bouchet

Download or read book Country Risk Assessment written by Michel Henry Bouchet and published by John Wiley & Sons. This book was released on 2003-10-31 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the few books on the subject, Country Risk Assessment combines the theoretical and practical tools for managing international country risk exposure. - Offers a comprehensive discussion of the specific mechanisms that apply to country risk assessment. - Discusses various techniques associated with global investment strategy. - Presents and analyses the various sources of country risk. - Provides an in depth coverage of information sources and country risk service providers. - Gives techniques for forecasting country financial crises. - Includes practical examples and case studies. - Provides a comprehensive review of all existing methods including the techniques on the cutting-edge Market Based Approaches such as KMV, CreditMetrics, CountryMetrics and CreditRisk+.

Applied Multivariate Statistics for the Social Sciences

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Publisher : Routledge
ISBN 13 : 1317805925
Total Pages : 814 pages
Book Rating : 4.3/5 (178 download)

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Book Synopsis Applied Multivariate Statistics for the Social Sciences by : Keenan A. Pituch

Download or read book Applied Multivariate Statistics for the Social Sciences written by Keenan A. Pituch and published by Routledge. This book was released on 2015-12-07 with total page 814 pages. Available in PDF, EPUB and Kindle. Book excerpt: Now in its 6th edition, the authoritative textbook Applied Multivariate Statistics for the Social Sciences, continues to provide advanced students with a practical and conceptual understanding of statistical procedures through examples and data-sets from actual research studies. With the added expertise of co-author Keenan Pituch (University of Texas-Austin), this 6th edition retains many key features of the previous editions, including its breadth and depth of coverage, a review chapter on matrix algebra, applied coverage of MANOVA, and emphasis on statistical power. In this new edition, the authors continue to provide practical guidelines for checking the data, assessing assumptions, interpreting, and reporting the results to help students analyze data from their own research confidently and professionally. Features new to this edition include: NEW chapter on Logistic Regression (Ch. 11) that helps readers understand and use this very flexible and widely used procedure NEW chapter on Multivariate Multilevel Modeling (Ch. 14) that helps readers understand the benefits of this "newer" procedure and how it can be used in conventional and multilevel settings NEW Example Results Section write-ups that illustrate how results should be presented in research papers and journal articles NEW coverage of missing data (Ch. 1) to help students understand and address problems associated with incomplete data Completely re-written chapters on Exploratory Factor Analysis (Ch. 9), Hierarchical Linear Modeling (Ch. 13), and Structural Equation Modeling (Ch. 16) with increased focus on understanding models and interpreting results NEW analysis summaries, inclusion of more syntax explanations, and reduction in the number of SPSS/SAS dialogue boxes to guide students through data analysis in a more streamlined and direct approach Updated syntax to reflect newest versions of IBM SPSS (21) /SAS (9.3) A free online resources site at www.routledge.com/9780415836661 with data sets and syntax from the text, additional data sets, and instructor’s resources (including PowerPoint lecture slides for select chapters, a conversion guide for 5th edition adopters, and answers to exercises) Ideal for advanced graduate-level courses in education, psychology, and other social sciences in which multivariate statistics, advanced statistics, or quantitative techniques courses are taught, this book also appeals to practicing researchers as a valuable reference. Pre-requisites include a course on factorial ANOVA and covariance; however, a working knowledge of matrix algebra is not assumed.

Econometrics by Example

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Publisher : Bloomsbury Publishing
ISBN 13 : 1137375027
Total Pages : 498 pages
Book Rating : 4.1/5 (373 download)

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Book Synopsis Econometrics by Example by : Damodar Gujarati

Download or read book Econometrics by Example written by Damodar Gujarati and published by Bloomsbury Publishing. This book was released on 2017-09-16 with total page 498 pages. Available in PDF, EPUB and Kindle. Book excerpt: The second edition of this bestselling textbook retains its unique learning-by-doing approach to econometrics. Rather than relying on complex theoretical discussions and complicated mathematics, this book explains econometrics from a practical point of view by walking the student through real-life examples, step by step. Damodar Gujarati's clear, concise, writing style guides students from model formulation, to estimation and hypothesis-testing, through to post-estimation diagnostics. The basic statistics needed to follow the book are covered in an appendix, making the book a flexible and self-contained learning resource. The textbook is ideal for undergraduate students in economics, business, marketing, finance, operations research and related disciplines. It is also intended for students in MBA programs across the social sciences, and for researchers in business, government and research organizations who require econometrics. New to this Edition: - Two brand new chapters on Quantile Regression Modeling and Multivariate Regression Models. - Two further additional chapters on hierarchical linear regression models and bootstrapping are available on the book's website - New extended examples accompanied by real-life data - New student exercises at the end of each chapter