Handbook of Applied Econometrics and Statistical Inference

Summarizing developments and techniques in the field, this reference covers sample surveys, nonparametric analysis, hypothesis testing, time series analysis, Bayesian inference, and distribution theory for applications in statistics, economics, medicine, biology, engineering, sociology, psychology, and information technology. It supplies a geometric proof of an extended Gauss-Markov theorem, approaches for the design and implementation of sample surveys, advances in the theory of Neyman's smooth test, and methods for pre-test and biased estimation. It includes discussions ofsample size requirements for estimation in SUR models, innovative developments in nonparametric models, and more.

List of contents

Handbook Of Applied Econometrics And Statistical Inference

About the author

Aman Ullah

Summary

Summarizing developments and techniques in the field, this reference covers sample surveys, nonparametric analysis, hypothesis testing, time series analysis, Bayesian inference, and distribution theory for applications in statistics, economics, medicine, biology, engineering, sociology, psychology, and information technology.

Product details

• Authors: Aman Ullah, Aman (University of California Ullah, Ullah Aman
• Publisher: Taylor & Francis Ltd.
• Languages: English
• Product format: Paperback / Softback
• Released: 30.06.2020
• EAN: 9780367578671
• ISBN: 978-0-367-57867-1
• No. of pages: 748
• Subjects: Natural sciences, medicine, IT, technology > Mathematics > Probability theory, stochastic theory, mathematical statistics; Non-fiction book > Dictionaries, reference works; Social sciences, law, business > Business > Economics; BUSINESS & ECONOMICS / Economics / General, MATHEMATICS / Probability & Statistics / General, Economic statistics, Probability & statistics, Probability and statistics, Econometrics and economic statistics