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Identification and Inference for Econometric Models

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Release : 2005-07-04
Genre : Business & Economics
Kind : eBook
Book Rating : 603/5 ( reviews)

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Book Synopsis Identification and Inference for Econometric Models by : Donald W. K. Andrews

Download or read book Identification and Inference for Econometric Models written by Donald W. K. Andrews. This book was released on 2005-07-04. Available in PDF, EPUB and Kindle. Book excerpt: This 2005 volume contains the papers presented in honor of the lifelong achievements of Thomas J. Rothenberg on the occasion of his retirement. The authors of the chapters include many of the leading econometricians of our day, and the chapters address topics of current research significance in econometric theory. The chapters cover four themes: identification and efficient estimation in econometrics, asymptotic approximations to the distributions of econometric estimators and tests, inference involving potentially nonstationary time series, such as processes that might have a unit autoregressive root, and nonparametric and semiparametric inference. Several of the chapters provide overviews and treatments of basic conceptual issues, while others advance our understanding of the properties of existing econometric procedures and/or propose others. Specific topics include identification in nonlinear models, inference with weak instruments, tests for nonstationary in time series and panel data, generalized empirical likelihood estimation, and the bootstrap.

Identification and Inference for Econometric Models

Download Identification and Inference for Econometric Models PDF Online Free

Author :
Release : 2005
Genre : Econometric models
Kind : eBook
Book Rating : 125/5 ( reviews)

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Book Synopsis Identification and Inference for Econometric Models by : Donald W. K. Andrews

Download or read book Identification and Inference for Econometric Models written by Donald W. K. Andrews. This book was released on 2005. Available in PDF, EPUB and Kindle. Book excerpt:

Identification and Inference for Econometric Models

Download Identification and Inference for Econometric Models PDF Online Free

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Release : 2005-06-17
Genre : Business & Economics
Kind : eBook
Book Rating : 413/5 ( reviews)

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Book Synopsis Identification and Inference for Econometric Models by : Donald W. K. Andrews

Download or read book Identification and Inference for Econometric Models written by Donald W. K. Andrews. This book was released on 2005-06-17. Available in PDF, EPUB and Kindle. Book excerpt: This 2005 collection pushed forward the research frontier in four areas of theoretical econometrics.

Econometric Modeling and Inference

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Release : 2007-07-02
Genre : Business & Economics
Kind : eBook
Book Rating : 771/5 ( reviews)

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Book Synopsis Econometric Modeling and Inference by : Jean-Pierre Florens

Download or read book Econometric Modeling and Inference written by Jean-Pierre Florens. This book was released on 2007-07-02. Available in PDF, EPUB and Kindle. Book excerpt: Presents the main statistical tools of econometrics, focusing specifically on modern econometric methodology. The authors unify the approach by using a small number of estimation techniques, mainly generalized method of moments (GMM) estimation and kernel smoothing. The choice of GMM is explained by its relevance in structural econometrics and its preeminent position in econometrics overall. Split into four parts, Part I explains general methods. Part II studies statistical models that are best suited for microeconomic data. Part III deals with dynamic models that are designed for macroeconomic and financial applications. In Part IV the authors synthesize a set of problems that are specific to statistical methods in structural econometrics, namely identification and over-identification, simultaneity, and unobservability. Many theoretical examples illustrate the discussion and can be treated as application exercises. Nobel Laureate James A. Heckman offers a foreword to the work.

Methods for Estimation and Inference in Modern Econometrics

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Release : 2011-06-07
Genre : Business & Economics
Kind : eBook
Book Rating : 267/5 ( reviews)

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Book Synopsis Methods for Estimation and Inference in Modern Econometrics by : Stanislav Anatolyev

Download or read book Methods for Estimation and Inference in Modern Econometrics written by Stanislav Anatolyev. This book was released on 2011-06-07. Available in PDF, EPUB and Kindle. Book excerpt: This book covers important topics in econometrics. It discusses methods for efficient estimation in models defined by unconditional and conditional moment restrictions, inference in misspecified models, generalized empirical likelihood estimators, and alternative asymptotic approximations. The first chapter provides a general overview of established nonparametric and parametric approaches to estimation and conventional frameworks for statistical inference. The next several chapters focus on the estimation of models based on moment restrictions implied by economic theory. The final chapters cover nonconventional asymptotic tools that lead to improved finite-sample inference.

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