An edition of New Mathematical Statistics
(2002)
New Mathematical Statistics
A Problem - Oriented First Course
First edition
by Bansi Lal and Sanjay Arora
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Last edited by Kaustubh Chakraborty
May 2, 2024 | History
The authors have presented about 1000 fully worked-out problems, covering the many aspects of the theory of mathematical statistics.
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New Mathematical Statistics: A Problem - Oriented First Course
1 January, 2002, Satya Prakashan
Paperback
in English
- First edition
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Book Details
Table of Contents
-- Elementary Probability. Basic Concepts
-- Dependence and Independence
-- Distribution of a Random Variable
-- Jointly Distributed Random Variables
-- Mathematical Expectation
-- Moments of Random Variables
-- Generating Functions
-- Probabilistic Inequalities & Laws of Large Numbers
-- Binomial Distribution
-- Poisson Distribution
-- Special Discrete Distributions
-- Normal Distribution
-- Central Limit Theorem & Normal Approximation
-- Uniform & Exponential Distributions
-- More Continuous Distributions
-- Correlation Coefficient
-- Least-Square Curve Fitting
-- Regression Linear and Curvilinear
-- Bivariate Normal Distribution
-- Multiple and Partial Correlations
-- Theory of Attributes
-- Large Sample Theory
-- Chi-Square Distribution
-- Applications of Chi-Square Distribution
-- Student-Fisher t-distribution
-- F-Distribution
-- Analysis of Variance
-- Point Estimation
-- Some Methods for Obtaining Estimators
-- Confidence Intervals
-- Testing Hypotheses
-- LRT and SPRT
-- Some Non-Parametric Tests
-- Finite Differences
-- Numerical Methods
Edition Notes
Originally published in 1989.
2002 copy is a reprint.
Include index.
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Work Description
The subject matter of the book has been organized in thirty five chapters, of varying sizes, depending upon their relative importance. The authors have tried to devote separate consideration to various topics presented in the book so that each topic receives its due share. A broad and deep cross-section of various concepts, problems solutions, and what-not, ranging from the simplest Combinational probability problems to the Statistical inference and numerical methods has been provided.
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| May 2, 2024 | Edited by Kaustubh Chakraborty | Updated information regarding the book. |
| May 2, 2024 | Edited by Kaustubh Chakraborty | Added New Book |
| May 2, 2024 | Created by Kaustubh Chakraborty | Added new book. |