- Häftad (Paperback)
- Antal sidor
- SAGE Publications Pvt. Ltd
- LTD, SAGE PUBLICATIONS PVT
- 209 x 139 x 19 mm
- Antal komponenter
- 22:B&W 5.5 x 8.5 in or 216 x 140 mm (Demy 8vo) Perfect Bound on White w/Gloss Lam
- 570 g
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Principles of Econometrics
An Introduction (Using R)
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Principles of Econometrics 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 such as the use of dummy variables and various data transformations. 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. Using R, students will be able to implement a linear regression model and deal with the associated problems with substantial confidence.
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Instead of presenting a traditional analysis of the capitalist system in integrating the real sector, the book combines Keynesian and Marxian approaches to the subject while unfolding the interrelation between the economy, State and society.
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Neeraj R Hatekar is Professor of Econometrics, Department of Economics, University of Mumbai. He is the Coordinator for the Centre for Computational Social Sciences, University of Mumbai. He has been the Smuts Visiting Fellow at the University of Cambridge and has taught courses on Indian economic development at the University. He is a prolific writer and has contributed to many peer-reviewed academic journals and the Economic and Political Weekly.
Random Variables Jointly Distributed Random Variables Elements of Hypothesis Testing Point Estimation and the Method of Ordinary Least Squares Multiple Linear Regression Heteroskedasticity, Autocorrelation and Issues of Specification