microeconometrics methods and applications

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Microeconometrics

Author : A. Colin Cameron
ISBN : 0521848059
Genre : Business & Economics
File Size : 63. 29 MB
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This text is the most comprehensive work to date on microeconometrics, its methods and applications.

Microeconometrics

Author : A. Colin Cameron
ISBN : 9781139444866
Genre : Business & Economics
File Size : 26. 57 MB
Format : PDF, ePub, Mobi
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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.

Author : Adrian Colin Cameron
ISBN : 7111235762
Genre : Microeconomics
File Size : 34. 69 MB
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本书对微观计量经济学进行了全面详细的论述,使用回归方法,分析了产生于企业和个人经济行为的个体层面的数据,涉及横截面数据和面板数据,强调非线性模型和稳健推断以及按章论述的GMM估计、非参数回归、基于模拟的估计、自举方法、贝叶斯方法、分层和整群样本、方法评价、误差度量和数据缺失,使用大量丰富的实际例证。

Microeconometrics

Author : Chikoko Laurine
ISBN : 1781547718
Genre :
File Size : 52. 41 MB
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Microeconometrics Of Banking

Author : Hans Degryse
ISBN : 9780195340471
Genre : Business & Economics
File Size : 45. 35 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 : 34. 13 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.

Microeconometrics Using Stata

Author : Adrian Colin Cameron
ISBN : 1597180483
Genre : Business & Economics
File Size : 24. 30 MB
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An outstanding introduction to microeconometrics and how to do microeconometric research using Stata, this book covers topics often left out of microeconometrics textbooks and omitted from basic introductions to Stata. Cameron and Trivedi provide the most complete and up-to-date survey of microeconometric methods available in Stata. They begin by introducing simulation methods and then use them to illustrate features of the estimators and tests described in the rest of the book. They address each topic with an in-depth Stata example and demonstrate how to use Stata'真s programming features to implement methods for which Stata does not have a specific command.Multi/Card Deck Copy

Microeconometrics In Business Management

Author : Jerzy Witold Wisniewski
ISBN : 9781119096825
Genre : Mathematics
File Size : 79. 12 MB
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This book introduces the application of microeconometric methods for modelling various aspects of economic activity for small to large size enterprises, using methods that are based on both time-series and cross-section approaches. The information obtained from using these estimated models can then be used to inform business decisions that improve the efficiency of operations and planning. Basic models used in the modelling of the business (single-equation and multiple-equation systems) are introduced whilst a wide range of economic activity including major aspects of financial management, demand for labour, administrative staff and labour productivity are also explored. Microeconometrics in Business Management: Introduces econometric methods which can be used in the modelling of economic activity and forecasting, to help improve the efficiency of business operations and planning. Describes econometric entities through multiple-equation and single-equation microeconometric models. Explores the process of building and adapting basic microeconometric tools. Presents numerous micromodels based on time-series data and statistical cross-sectional sequences, which can be used in any enterprise. Features numerous real –world applications along with examples drawn from the authors own experience. Is supported by a companion website featuring practice problems and statistical data to aid students to construct and estimate micro models. Features end of chapter exercises with examples present in free software GRETL. This book serves as a valuable resource for students, business management practitioners and researchers in econometric micro-model construction and various decision-making processes.

Econometric Analysis Of Cross Section And Panel Data

Author : Jeffrey M Wooldridge
ISBN : 9780262232586
Genre : Business & Economics
File Size : 61. 89 MB
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Introduction -- Conditional expectations and related concepts in econometrics -- Basic asymptotic theory -- Single-equation linear model and ordinary least squares estimation -- Instrumental variables estimation of single-equation linear models -- Additional single-equation topics -- Estimating systems of equations by ordinary least squares and generalized least squares -- System estimation by instrumental variables -- Simultaneous equations models -- Basic linear unobserved effects panel data models -- More topics in linear unobserved effects models -- M-estimation, nonlinear regression, and quantile regression -- Maximum likelihood methods -- Generalized method of moments and minimum distance estimation -- Binary response models -- Multinomial and ordered response models -- Corner solution responses -- Count, fractional, and other nonnegative responses -- Censored data, sample selection, and attrition -- Stratified sampling and cluster sampling -- Estimating average treatment effects -- Duration analysis.

Microeconometrics And Matlab An Introduction

Author : Abi Adams
ISBN : 9780198754503
Genre :
File Size : 79. 74 MB
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This book is written for researchers who use survey data to understand economic behaviour - with a particular focus on an audience of graduate students. The book provides an introduction to MATLAB: a computer language that gives researchers flexible control over how they move between economic theory and empirical methods. MATLAB's flexibility allows researchers to build and adapt their own estimators easily, thereby opening new classes of models that standardeconometrics computer packages do not allow. Despite the reasonably advanced methods introduced, the book is written in an engaging and intuitive way, and is pitched at a levelsuitable for both new graduate students and more advanced researchers. The book starts with a number of foundation chapters, before moving on to more advanced techniques. Sections are succinctly written containing fundamental economic and computational details, as well as advanced questions and research suggestions for further extensions.

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