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Principles of Econometrics

  • Kartonierter Einband
  • 462 Seiten
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Neeraj R Hatekar is Professor of Econometrics, Department of Economics, University of Mumbai. He is the Coordinator for the Centr... Weiterlesen
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Beschreibung

Autorentext

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.



Klappentext

This textbook makes learning the basic principles of econometrics easy for undergraduate and postgraduate students of economics. It specifically caters to the syllabus of 'Introductory Econometrics' course taught in the third year of the Bachelor of Economics programme in many universities.

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.



Inhalt

Preface
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
Appendix: An Introduction to R
Sample Questions
Index

Produktinformationen

Titel: Principles of Econometrics
Untertitel: An Introduction (Using R)
EAN: 9788132104698
ISBN: 8132104692
Format: Kartonierter Einband
Herausgeber: SAGE Text
Anzahl Seiten: 462
Gewicht: 577g
Größe: H216mm x B140mm x T24mm
Jahr: 2010