Topics in Advanced Econometrics: Probability Foundations (Hardback)
  • Topics in Advanced Econometrics: Probability Foundations (Hardback)

Topics in Advanced Econometrics: Probability Foundations (Hardback)

Hardback Published: 06/12/1989
  • Not available

This product is currently unavailable.

  • This item has been added to your basket

Check Marketplace availability

For sometime now, I felt that the evolution of the literature of econo- metrics had mandated a higher level of mathematical proficiency. This is particularly evident beyond the level of the general linear model (GLM) and the general linear structural econometric model (GLSEM). The problems one encounters in nonlinear econometrics are not easily amenable to treatment by the analytical methods one typically acquires, when one learns about probability and inference through the use of den- sity functions. Even in standard traditional topics, one is often compelled to resort to heuristics; for example, it is difficult to prove central limit theorems for nonidentically distributed or martingale sequences, solely by the use of characteristic functions. Yet such proofs are essential, even in only moderately sophisticated classroom exposition. Unfortunately, relatively few students enter a graduate economics de- partment ready to tackle probability theory in measure theoretic terms. The present volume has grown out of the need to lay the foundation for such discussions. The motivating forces were, chiefly, (a) the frustration one encounters in attempting to communicate certain concepts to stu- dents wholly in analytic terms; and (b) the unwillingness of the typical student to sit through several courses in mathematics departments, in order to acquire the requisite background.

Publisher: Springer-Verlag New York Inc.
ISBN: 9780387971780

You may also be interested in...

Your review has been submitted successfully.

We would love to hear what you think of Waterstones. Why not review Waterstones on Trustpilot?

Review us on Trustpilot