Schaum's Outline Of Theory and Problems of Probability and Statistics (Record no. 10848)

MARC details
000 -LEADER
fixed length control field 06919nam a2200229 a 4500
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 9780071350044
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
ISBN 0070586101
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.2
Item number SPI
100 ## - MAIN ENTRY--AUTHOR NAME
Personal name Spiegel, Murray R.
245 ## - TITLE STATEMENT
Title Schaum's Outline Of Theory and Problems of Probability and Statistics
250 ## - EDITION STATEMENT
Edition statement 2nd Edition
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication New Delhi:
Name of publisher Tata McGraw-Hill,
Year of publication 2004.
300 ## - PHYSICAL DESCRIPTION
Number of Pages viii, 408 pages :
Other physical details illustrations ;
490 ## - SERIES STATEMENT
Series statement Schaum's outline series.
500 ## - GENERAL NOTE
General note Includes Index
505 ## - FORMATTED CONTENTS NOTE
Formatted contents note Probability --<br/>Random Experiments --<br/>Sample Spaces --<br/>Events --<br/>The Concept of Probability --<br/>The Axioms of Probability --<br/>Some Important Theorems on Probability --<br/>Assignment of Probabilities --<br/>Conditional Probability --<br/>Theorems on Conditional Probability --<br/>Independent Events --<br/>Bayes' Theorem or Rule --<br/>Combinatorial Analysis --<br/>Fundamental Principle of Counting --<br/>Tree Diagrams --<br/>Permutations --<br/>Combinations --<br/>Binomial Coefficients --<br/>Stirling's Approximation to n! --<br/>Random Variables and Probability Distributions --<br/>Random Variables --<br/>Discrete Probability Distributions --<br/>Distribution Functions for Random Variables --<br/>Distribution Functions for Discete Random Variables --<br/>Continuous Random Variables --<br/>Graphical Intepretations --<br/>Joint Distributions --<br/>Independent Random Variables --<br/>Change of Variables --<br/>Probability Distributions of Functions of Random Variables --<br/>Convolutions --<br/>Conditional Distributions --<br/>Applications to Geometric Probability --<br/>Mathematical Expectation --<br/>Definition of Mathematical Expectation --<br/>Functions of Randem Variables --<br/>Some Theorems on Expectation --<br/>The Variance and Standard Deviation --<br/>Some Theorems on Variance --<br/>Standardized Random Variables --<br/>Moments --<br/>Moment Generating Functions --<br/>Some Theorems on Moment Generating Functions --<br/>Characteristics Functions --<br/>Variance for Joint Distributions --<br/>Covariance --<br/>Correlation Coefficient --<br/>Conditional Expectation, Variance, and Moments --<br/>Chebyshev's Inequality --<br/>Law of Large Numbers --<br/>Other Measures of Central Tendency --<br/>Percentiles --<br/>Other Measures of Dispersion --<br/>Skewness and Kurtosis --<br/>Special Probability Distributions --<br/>The Binomial Distribution --<br/>Some Properties of the Binomial Distribution --<br/>The Law of Large Numbers for Bernoulli Trials --<br/>The Normal Distribution --<br/>Some Properties of the Normal Distribution --<br/>Relation Between Binomial and Normal Distributions --<br/>The Poisson Distribution --<br/>Some Properties of the Poisson Distribution --<br/>Relation Between the Binomial and Poisson Distribution --<br/>Relation Between the Poisson and Normal Distributions --<br/>The Central Limit Theorem --<br/>The Multinomial Distribution --<br/>The Hypergeometric Distribution --<br/>The Uniform Distribution --<br/>The Cauchy Distribution --<br/>The Gamma Distribution --<br/>The Beta Distribution --<br/>The Chi-Square Distribution --<br/>Student's t Distribution --<br/>The F Distribution --<br/>Relationships Among Chi-Square, t, and F Distributions --<br/>The Bivariate Normal Distribution --<br/>Miscellaneous Distributions --<br/>Statistics --<br/>Sampling Theory --<br/>Population and Sample --<br/>Statistical Interference --<br/>Sampling With and Without Replacement --<br/>Random Samples --<br/>Random Numbers --<br/>Population Parameters --<br/>Sample Statistics --<br/>Sampling Distributions --<br/>The Sample Mean --<br/>Sampling Distribution of Means --<br/>Sampling Distribution of Proportions --<br/>Sampling Distribution of Differences and Sums --<br/>The Sample Variance --<br/>Sampling Distribution of Variances --<br/>Case where Population Variance Is Unknown --<br/>Sampling Distribution of Ratios of Variances --<br/>Other Statistics --<br/>Frequency Distributions --<br/>Relative Frequency Distributions --<br/>Computation of Mean, Variance, and Moments for Grouped Data --<br/>Estimation Theory --<br/>Unbiased Estimates and Efficient Estimates --<br/>Point Estimates and Interval Estimates --<br/>Reliability --<br/>Confidence Interval Estimates of Population Parameters --<br/>Confidence Intervals for Means --<br/>Confidence Intervals for Proportions --<br/>Confidence Intervals for Differences and Sums --<br/>Confidence Intervals for the Variance of a Normal Distribution --<br/>Confidence Intervals for Variance Ratios --<br/>Maximum Likelihood Estimates --<br/>Tests of Hypotheses and Significance --<br/>Statistical Decisions --<br/>Statistical Hypotheses --<br/>Null Hypotheses --<br/>Tests of Hypotheses and Significance --<br/>Type I and Type II Errors --<br/>Level of Significance --<br/>Tests Involving the Normal Distribution --<br/>One-Tailed and Two-Tailed Tests --<br/>P Value --<br/>Special Tests of Significance for Large Samples --<br/>Special Tests of Significance for Small Samples --<br/>Relationship Between Estimation Theory and Hypothesis Testing --<br/>Operating Characteristic Curves --<br/>Power of a Test --<br/>Quality Control Charts --<br/>Fitting Theoretical Distributions to Sample Frequency Distributions --<br/>The Chi-Square Test for Goodness of Fit --<br/>Contingency Tables --<br/>Yates' Correction for Continuity --<br/>Coefficient of Contingency --<br/>Curve Fitting, Regression, and Correlation --<br/>The Method of Least Squares --<br/>The Least-Squares Line --<br/>The Least-Squares Line in Terms of Sample Variances and Covariance --<br/>The Least-Squares Parabola --<br/>Multiple Regression --<br/>Standard Error of Estimate --<br/>The Linear Correlation Coefficient --<br/>Generalized Correlation Coefficient --<br/>Rank Correlation --<br/>Probability Interpretation of Regression --<br/>Probability Interpretation of Correlation --<br/>Sampling Theory of Regression --<br/>Sampling Theory of Correlation --<br/>Correlation and Dependence --<br/>Analysis of Variance --<br/>The Purpose of Analysis of Variance --<br/>One-Way Classification or One-Factor Experiments --<br/>Total Variation --<br/>Variation Within Treatments --<br/>Variation Between Treatments --<br/>Shortcut Methods for Obtaining Variations --<br/>Linear Mathematical Model for Analysis of Variance --<br/>Expected Values of the Variations --<br/>Distributions of the Variations --<br/>The F Test for the Null Hypothesis of Equal Means --<br/>Analysis of Variance Tables --<br/>Modifications for Unequal Numbers of Observations --<br/>Two-Way Classification or Two-Factor Experiments --<br/>Notation for Two-Factor Experiments --<br/>Variations for Two-Factor Experiments --<br/>Analysis of Variance for Two-Factor Experiments --<br/>Two-Factor Experiments with Replication --<br/>Experimental Design --<br/>Nonparametric Tests --<br/>The Sign Test --<br/>The Mann-Whitney U Test --<br/>The Kruskal-Wallis H Test --<br/>The H Test Corrected for Ties --<br/>The Runs Test for Randomness --<br/>Further Applications of the Runs Test --<br/>Spearman's Rank Correlation.
520 ## - SUMMARY, ETC.
Summary, etc <br/>Helps to master probability and statistics. This guide includes chapters such as: Basic Probability; Random Variables and Probability Distributions; Mathematical Expectation; Special Probability
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical Term Probabilities -- Problems, exercises, etc.
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Schiller, John J.
700 ## - ADDED ENTRY--PERSONAL NAME
Personal name Srinivasan, R.Alu
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Reference Books
Holdings
Collection code Home library Current library Shelving location Date acquired Source of acquisition Cost, normal purchase price Full call number Accession Number Koha item type
Reference Main Library Main Library Reference 14/03/2005 Purchased 577.50 519.2 SPI 009463 Reference Books

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