New Mathematical Statistics
Subtitle: A Problem - Oriented First Course
By: authored by Bansi Lal and Sanjay Arora
Edition: First edition
Series: Satya Prakashan New Mathematical Statistics
Publisher: Satya Prakashan
Published: 1 January, 2002
Place of publication: New Delhi, India
Language: eng
Format: Paperback
Number of pages: 1304
Copyright date: 2002
Other titles: Probability and Statistics
Description: The authors have presented about 1000 fully worked-out problems, covering the many aspects of the theory of mathematical statistics.
Notes: Originally published in 1989.
2002 copy is a reprint.
Include index.
Table of contents: title: -- Elementary Probability. Basic Concepts; title: -- Dependence and Independence; title: -- Distribution of a Random Variable; title: -- Jointly Distributed Random Variables; title: -- Mathematical Expectation; title: -- Moments of Random Variables; title: -- Generating Functions; title: -- Probabilistic Inequalities & Laws of Large Numbers; title: -- Binomial Distribution; title: -- Poisson Distribution; title: -- Special Discrete Distributions; title: -- Normal Distribution; title: -- Central Limit Theorem & Normal Approximation; title: -- Uniform & Exponential Distributions; title: -- More Continuous Distributions; title: -- Correlation Coefficient; title: -- Least-Square Curve Fitting; title: -- Regression Linear and Curvilinear; title: -- Bivariate Normal Distribution; title: -- Multiple and Partial Correlations; title: -- Theory of Attributes; title: -- Large Sample Theory; title: -- Chi-Square Distribution; title: -- Applications of Chi-Square Distribution; title: -- Student-Fisher t-distribution; title: -- F-Distribution; title: -- Analysis of Variance; title: -- Point Estimation; title: -- Some Methods for Obtaining Estimators; title: -- Confidence Intervals; title: -- Testing Hypotheses; title: -- LRT and SPRT; title: -- Some Non-Parametric Tests; title: -- Finite Differences; title: -- Numerical Methods