Mathematical Statistics for Economics and Business

• Main Author: Mittelhammer, Ron C. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2013.
• Edition: 2nd ed. 2013.
• Subjects: Mathematics.; Distribution (Probability theory).; Statistics.; Economics > Statistics.; Econometrics.; Probability Theory and Stochastic Processes.; Statistics, general.; Statistics for Business/Economics/Mathematical Finance/Insurance.
• Online Access: https://ezaccess.library.uitm.edu.my/login?url=http://dx.doi.org/10.1007/978-1-4614-5022-1

Mathematical Statistics for Economics and Business, Second Edition, provides a comprehensive introduction to the principles of mathematical statistics which underpin statistical analyses in the fields of economics, business, and econometrics.� The selection of topics in this textbook is designed to...

Table of Contents:

• Elements of Probability Theory
• Random Variables, Densities, and Cumulative Distribution Functions
• Expectations and Moments of Random Variables
• Parametric Families of Density Functions
• Basic Asymptotics
• Sampling, Sample Moments, Sampling Distributions, and Simulation
• Point Estimation Theory
• Point Estimation Methods
• Hypothesis Testing Theory
• Hypothesis Testing Methods and Confidence Regions
• Appendix.