microeconometrics methods and applications

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Microeconometrics

Author : A. Colin Cameron
ISBN : 0521848059
Genre : Business & Economics
File Size : 24. 8 MB
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This text is the most comprehensive work to date on microeconometrics, its methods and applications.

Microeconometrics

Author : A. C. Cameron
ISBN : OCLC:949258647
Genre :
File Size : 59. 64 MB
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Microeconometrics

Author : A. Colin Cameron
ISBN : 0521848059
Genre : Business & Economics
File Size : 88. 77 MB
Format : PDF, Docs
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This text is the most comprehensive work to date on microeconometrics, its methods and applications.

Microeconometrics

Author : Chikoko Laurine
ISBN : 1781547718
Genre :
File Size : 34. 67 MB
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Microeconometrics Of Banking

Author : Hans Degryse
ISBN : 9780195340471
Genre : Business & Economics
File Size : 86. 9 MB
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This title provides a compendium to recent work in empirical banking. It follows the structure in 'The Microeconomics of Banking' by Xavier Freixas and Jean Charles Rochet in arranging the relevant methodologies, applications and results to achieve a coherent synthesis between available theory and supporting empirics

Regression Analysis Of Count Data

Author : A. Colin Cameron
ISBN : 9781107717794
Genre : Business & Economics
File Size : 71. 14 MB
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Students in both social and natural sciences often seek regression methods to explain the frequency of events, such as visits to a doctor, auto accidents, or new patents awarded. This book, now in its second edition, provides the most comprehensive and up-to-date account of models and methods to interpret such data. The authors combine theory and practice to make sophisticated methods of analysis accessible to researchers and practitioners working with widely different types of data and software in areas such as applied statistics, econometrics, marketing, operations research, actuarial studies, demography, biostatistics and quantitative social sciences. The new material includes new theoretical topics, an updated and expanded treatment of cross-section models, coverage of bootstrap-based and simulation-based inference, expanded treatment of time series, multivariate and panel data, expanded treatment of endogenous regressors, coverage of quantile count regression, and a new chapter on Bayesian methods.

Applied Microeconometrics Using Stata

Author : Adrian Colin Cameron
ISBN : 1597180165
Genre : Mathematics
File Size : 64. 16 MB
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Covering important topics omitted from basic introductions to Stata, Microeconometrics Using Statashows how to do microeconometric research using Stata. It provides the most complete and up-to-date survey of microeconometric methods available in Stata. After a brief introduction to Stata, the authors present linear regression, simulation, and generalized least squares methods. The section on cross-sectional techniques is complete with up-to-date treatments of instrumental-variables methods for linear models as well as quantile regression methods. The next section covers estimators for the parameters of linear panel-data models. The book explores standard random-effects and fixed-effects methods, along with mixed linear models used in many areas outside of econometrics. After introducing methods for nonlinear regression models, the authors discuss how to code new, nonlinear estimators in Stata. They show how to easily implement new nonlinear estimators. The authors also cover inference using analytical and bootstrap approximations to the distribution of test statistics. The book then contains a section on methods for different nonlinear models, including multinomial, selection, count-data, and nonlinear panel-data models. By combining intuitive introductions and detailed discussions of Stata examples, this bookprovides an invaluable hands-on introduction to microeconometrics.

Econometric Methods For Labour Economics

Author : Stephen Bazen
ISBN : 9780199576791
Genre : Business & Economics
File Size : 30. 45 MB
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An accessible presentation of the standard statistical techniques used by labour economists. It emphasises both the input and output of empirical analysis and covers the application of five major econometric methods.

Bayesian Non And Semi Parametric Methods And Applications

Author : Peter Rossi
ISBN : 9781400850303
Genre : Business & Economics
File Size : 81. 28 MB
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This book reviews and develops Bayesian non-parametric and semi-parametric methods for applications in microeconometrics and quantitative marketing. Most econometric models used in microeconomics and marketing applications involve arbitrary distributional assumptions. As more data becomes available, a natural desire to provide methods that relax these assumptions arises. Peter Rossi advocates a Bayesian approach in which specific distributional assumptions are replaced with more flexible distributions based on mixtures of normals. The Bayesian approach can use either a large but fixed number of normal components in the mixture or an infinite number bounded only by the sample size. By using flexible distributional approximations instead of fixed parametric models, the Bayesian approach can reap the advantages of an efficient method that models all of the structure in the data while retaining desirable smoothing properties. Non-Bayesian non-parametric methods often require additional ad hoc rules to avoid "overfitting," in which resulting density approximates are nonsmooth. With proper priors, the Bayesian approach largely avoids overfitting, while retaining flexibility. This book provides methods for assessing informative priors that require only simple data normalizations. The book also applies the mixture of the normals approximation method to a number of important models in microeconometrics and marketing, including the non-parametric and semi-parametric regression models, instrumental variables problems, and models of heterogeneity. In addition, the author has written a free online software package in R, "bayesm," which implements all of the non-parametric models discussed in the book.

Benefit Transfer Of Environmental And Resource Values

Author : Robert J. Johnston
ISBN : 9789401799300
Genre : Business & Economics
File Size : 53. 19 MB
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This book provides a comprehensive review of environmental benefit transfer methods, issues and challenges, covering topics relevant to researchers and practitioners. Early chapters provide accessible introductory materials suitable for non-economists. These chapters also detail how benefit transfer is used within the policy process. Later chapters cover more advanced topics suited to valuation researchers, graduate students and those with similar knowledge of economic and statistical theory and methods. This book provides the most complete coverage of environmental benefit transfer methods available in a single location. The book targets a wide audience, including undergraduate and graduate students, practitioners in economics and other disciplines looking for a one-stop handbook covering benefit transfer topics and those who wish to apply or evaluate benefit transfer methods. It is designed for those both with and without training in economics

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