Estimation and Inference in Econometrics - 9780195060119
  • Estimation and Inference in Econometrics - 9780195060119

Estimation and Inference in Econometrics - 9780195060119

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€287.71
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Description
Offering students a unifying theoretical perspective, this innovative text emphasizes nonlinear techniques of estimation, including nonlinear least squares, nonlinear instrumental variables, maximum likelihood and the generalized method of moments, but nevertheless relies heavily on simple geometrical arguments to develop intuition. One theme of the book is the use of artificial regressions for estimation, inference, and specification testing of nonlinear models, including diagnostic tests for parameter constancy, series correlation, heteroskedasticity and other types of misspecification. Other topics include the linear simultaneous equations model, non-nested hypothesis tests, influential observations and leverage, transformations of the dependent variable, binary response models, models for time-series/cross-section data, multivariate models, seasonality, unit roots and cointegration, and Monte Carlo methods, always with an emphasis on problems that arise in applied work. Explaining throughout how estimates can be obtained and tests can be carried out, the text goes beyond a mere algebraic description to one that can be easily translated into the commands of a standard econometric software package. A comprehensive and coherent guide to the most vital topics in econometrics today, this text is indispensable for all levels of students of econometrics, economics, and statistics on regression and related topics.
Product Details
10 Items

Data sheet

Type
Textbook
Author
Russell Davidson, James G. Mackinnon
Format
Hardcover
Language
English
Item Height
245mm
Item Width
163mm
Number of Pages
894 Pages
Item Weight
1418g
Publisher
Oxford University Press
Publication Year
1993

Specific References

ISBN
9780195060119
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