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