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9788132104698

Principles of Econometrics : An Introduction (Using R)

by
  • ISBN13:

    9788132104698

  • ISBN10:

    8132104692

  • Format: Paperback
  • Copyright: 2010-11-10
  • Publisher: SAGE Publications Pvt. Ltd

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Summary

This textbook makes learning the basic principles of econometrics easy for all undergraduate and graduate students of economics. It takes the readers step-by-step from introduction to understanding, first introducing the basic statistical tools like concepts of probability, statistical distributions, and hypothesis tests, and then going on to explain the two variable linear regression models along with certain additional tools like use of dummy variables, various data transformations amongst others.The most innovative feature of this textbook is that it familiarizes students with the role of R, which is a flexible and popular programming language. With its help, the student will be able to implement a linear regression model and deal with the associated problems with substantial confidence.

Author Biography

Neeraj R. Hatekar is Professor of Econometrics, Department of Economics, University of Mumbai.

Table of Contents

List of Tablesp. xi
List of Figuresp. xv
Prefacep. xix
Acknowledgementsp. xxi
Random Variablesp. 1
Jointly Distributed Random Variablesp. 74
Elements of Hypothesis Testingp. 106
Point Estimation and the Method of Ordinary Least Squaresp. 165
Multiple Linear Regressionp. 271
Heteroskedasticity, Autocorrelation and Issues of Specificationp. 345
Appendix: An Introduction to Rp. 411
Sample Questionsp. 424
Indexp. 431
About the Authorp. 439
Table of Contents provided by Ingram. All Rights Reserved.

Supplemental Materials

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