Cross Section and Experimental Data Analysis Using EViews

I. Gusti Ngurah Agung

• 05 april 2011
• 9780470828427

Samenvatting:

A practical guide to selecting and applying the most appropriate model for analysis of cross section data using EViews. "This book is a reflection of the vast experience and knowledge of the author. It is a useful reference for students and practitioners dealing with cross sectional data analysis.

"This book is a reflection of the vast experience and knowledge of the author. It is a useful reference for students and practitioners dealing with cross sectional data analysis ... The strength of the book lies in its wealth of material and well structured guidelines ..."

Prof. Yohanes Eko Riyanto, Nanyang Technological University, Singapore

"This is superb and brilliant. Prof. Agung has skilfully transformed his best experiences into new knowledge ... creating a new way of understanding data analysis."

Dr. I Putu Gede Ary Suta, The Ary Suta Center, Jakarta

This book offers an easily accessible, practical approach to the analysis of cross section and experimental data using the versatile Windows-based computer software program EViews. With a wealth of examples and an emphasis on defining and testing statistical hypotheses, Cross Section and Experimental Data Analysis Using EViews is an essential resource for solving real-life problems.

The author:

• Supplies step-by-step directions on application of EViews to cross section data analysis - from multivariate analysis and nonlinear models to non-parametric regression
• Proffers guidance on developing relevant descriptive statistical summaries based on evaluation studies
• Explains how to develop and evaluate statistical empirical models without the need for computational formulae
• Discusses alternative methods for data analysis based on various experimental data sets
• Presents over 200 examples as well as special notes and comments derived from his own experience, and illustrates techniques through practical examples from real situations

Designed as an instructive guide, Cross Section and Experimental Data Analysis Using EViews is ideally suited to undergraduate and graduate students taking econometrics, population, or public policy courses. Applied policy researchers, decision makers, and bureaucrats will also find this book indispensible.

Access supplementary material for this text at the companion website:

"This book is a reflection of the vast experience and knowledge of the author. It is a useful reference for students and practitioners dealing with cross sectional data analysis ... The strength of the book lies in its wealth of material and well structured guidelines ..." Prof. Yohanes Eko Riyanto, Nanyang Technological University, Singapore

"This is superb and brilliant. Prof. Agung has skilfully transformed his best experiences into new knowledge ... creating a new way of understanding data analysis." Dr. I Putu Gede Ary Suta, The Ary Suta Center, Jakarta

Basic theoretical concepts of statistics as well as sampling methods are often misinterpreted by students and less experienced researchers. This book addresses this issue by providing a hands-on practical guide to conducting data analysis using EViews combined with a variety of illustrative models (and their extensions). Models having numerically dependent variables based on a cross-section data set (such as univariate, multivariate and nonlinear models as well as non-parametric regressions) are concentrated on. It is shown that a wide variety of hypotheses can easily be tested using EViews.

Cross Section and Experimental Data Analysis Using EViews:

• Provides step-by-step directions on how to apply EViews to cross section data analysis - from multivariate analysis and nonlinear models to non-parametric regression
• Presents a method to test for all possible hypotheses based on each model
• Proposes a new method for data analysis based on a multifactorial design model
• Demonstrates that statistical summaries in the form of tabulations are invaluable inputs for strategic decision making
• Contains 200 examples with special notes and comments based on the author’s own empirical findings as well as over 400 illustrative outputs of regressions from EViews
• Techniques are illustrated through practical examples from real situations
• Comes with supplementary material, including work-files containing selected equation and system specifications that have been applied in the book

This user-friendly introduction to EViews is ideal for Advanced undergraduate and graduate students taking finance, econometrics, population, or public policy courses, as well as applied policy researchers.