Schaum's Outline of Probability and Statistics, 4th Edition : (Record no. 10951)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 06670nam a2200277 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780071795579 |
| Terms of availability | TZS59,038/= |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780071795586 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | MUL |
| Language of cataloging | eng. |
| Description conventions | AACR |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 519.5 SPI |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | SPIEGEL, M. |
| 245 ## - TITLE STATEMENT | |
| Title | Schaum's Outline of Probability and Statistics, 4th Edition : |
| Sub Title | 897 Solved Problems + 20 Video |
| Statement of responsibility, etc | / Murray Spiegel, John Schiller and R. Alu Srinivasan, |
| 250 ## - Edition Statement | |
| Edition statement | 7th ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | New York : |
| Name of publisher | McGraw-Hill Publishing, |
| Year of publication | c 2012. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | vii, 424p. : |
| Other physical details | ill. ; |
| Dimensions | 26 cm. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc | Includes index |
| 505 ## - Formatted Contents | |
| Formatted contents note | Intro<br/>Contents<br/>Part I: Probability<br/>Chapter 1 Basic 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: Tree Diagrams<br/>Permutations<br/>Combinations<br/>Binomial Coefficient<br/>Stirling's Approximation to n!<br/>Chapter 2 Random Variables and Probability Distributions<br/>Random Variables<br/>Discrete Probability Distributions<br/>Distribution Functions for Random Variables<br/>Distribution Functions for Discrete Random Variables<br/>Continuous Random Variables<br/>Graphical Interpretations<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/>Chapter 3 Mathematical Expectation<br/>Definition of Mathematical Expectation<br/>Functions of Random 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/>Characteristic Functions<br/>Variance for Joint Distributions. 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/>Chapter 4 Special Probability Distributions<br/>The Binomial Distribution<br/>Some Properties of the Binomial Distribution<br/>The Law of Large Numbers for Bernoulli Trials. 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 Distributions<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/>Part II: Statistics<br/>Chapter 5 Sampling Theory<br/>Population and Sample. Statistical Inference<br/>Sampling With and Without Replacement<br/>Random Samples. 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/>Chapter 6 Estimation Theory<br/>Unbiased Estimates and Efficient Estimates<br/>Point Estimates and Interval Estimates. 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. Chapter 7 Tests of Hypotheses and Significance<br/>Statistical Decisions<br/>Statistical Hypotheses. 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. 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/>Chapter 8 Curve Fitting, Regression, and Correlation<br/>Curve Fitting<br/>Regression<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/>Chapter 9 Analysis of Variance<br/>The Purpose of Analysis of Variance<br/>One-Way Classification or One-Factor Experiments<br/>Total Variation. Variation Within Treatments. 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 |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Tough Test Questions? Missed Lectures? Not Enough Time? Fortunately, there's Schaum's. This all-in-one-package includes more than 750 fully solved problems, examples, and practice exercises to sharpen your problem-solving skills. Plus, you will have access to 20 detailed videos featuring Math instructors who explain how to solve the most commonly tested problems--it's just like having your own virtual tutor! You'll find everything you need to build confidence, skills, and knowledge for the highest score possible. More than 40 million students have trusted Schaum's to help them succeed in the |
| 546 ## - LANGUAGE NOTE | |
| Language note | eng. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Probabilities |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | exercises |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Probabilities Problems |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | SCHILLER, J.J. |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | SRINIVASAN, R.A |
| 942 ## - ADDED ENTRY ELEMENTS | |
| Item type | Book |
| Withdrawn status | Lost status | Damaged status | Not for loan | Permanent Location | Current Location | Date acquired | Source of acquisition | Full call number | Accession Number | Copy number | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mzumbe University Main Campus Library | Mzumbe University Main Campus Library | 22/01/2025 | MAK Solution | 519.5 SPI | 0087172 | 1 | 05/06/2025 | Book |