microeconometrics methods and applications

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Microeconometrics

Author : A. Colin Cameron
ISBN : 9781139444866
Genre : Business & Economics
File Size : 47. 48 MB
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This book provides the most comprehensive treatment to date of microeconometrics, the analysis of individual-level data on the economic behavior of individuals or firms using regression methods for cross section and panel data. The book is oriented to the practitioner. A basic understanding of the linear regression model with matrix algebra is assumed. The text can be used for a microeconometrics course, typically a second-year economics PhD course; for data-oriented applied microeconometrics field courses; and as a reference work for graduate students and applied researchers who wish to fill in gaps in their toolkit. Distinguishing features of the book include emphasis on nonlinear models and robust inference, simulation-based estimation, and problems of complex survey data. The book makes frequent use of numerical examples based on generated data to illustrate the key models and methods. More substantially, it systematically integrates into the text empirical illustrations based on seven large and exceptionally rich data sets.

Microeconometrics

Author : A. C. Cameron
ISBN : OCLC:949258647
Genre :
File Size : 68. 37 MB
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Microeconometrics Surveys And Applications

Author :
ISBN : OCLC:490571482
Genre :
File Size : 58. 69 MB
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Microeconometrics

Author : Chikoko Laurine
ISBN : 1781547718
Genre :
File Size : 88. 91 MB
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Regression Analysis Of Count Data

Author : A. Colin Cameron
ISBN : 9781107717794
Genre : Business & Economics
File Size : 40. 90 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 : 50. 14 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.

Microeconometrics Of Banking

Author : Hans Degryse
ISBN : 9780195340471
Genre : Business & Economics
File Size : 52. 10 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

Microeconometrics

Author : Steven Durlauf
ISBN : 9780230280816
Genre : Literary Criticism
File Size : 39. 46 MB
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Specially selected from The New Palgrave Dictionary of Economics 2nd edition, each article within this compendium covers the fundamental themes within the discipline and is written by a leading practitioner in the field. A handy reference tool.

Econometric Methods For Labour Economics

Author : Stephen Bazen
ISBN : 9780199576791
Genre : Business & Economics
File Size : 86. 36 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.

Benefit Transfer Of Environmental And Resource Values

Author : Robert J. Johnston
ISBN : 9789401799300
Genre : Business & Economics
File Size : 86. 63 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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