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Probability and Statistical Inference by Elliot A. Tanis and Robert V. Hogg (2000, Hardcover)

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About this product

Product Information

For a one/two-semester, junior/senior-level course in Math Stat and/or calculus based Probability and Statistics. This applied introduction to the mathematics of probability and statistics for students with a background in calculus uses numerous examples, real data based applications, and computer driven exercises to help explain and motivate the concepts.

Product Identifiers

Publisher
Prentice Hall PTR
ISBN-10
0130272949
ISBN-13
9780130272942
eBay Product ID (ePID)
1680423

Product Key Features

Author
Elliot A. Tanis, Robert V. Hogg
Publication Name
Probability and Statistical Inference
Format
Hardcover
Language
English
Publication Year
2000
Type
Textbook
Number of Pages
704 Pages

Dimensions

Item Length
9.4in
Item Height
1.1in
Item Width
7.1in
Item Weight
43.7 Oz

Additional Product Features

Lc Classification Number
Qa273.H694 2001
Edition Number
6
Table of Content
1. Empirical and Probability Distributions. Basic Concepts. The Mean, Variance, and Standard Deviation. Continuous-Type Data. Exploratory Data Analysis. Graphical Comparisons of Data Sets. Time Sequences. Probability Density and Mass Functions. 2. Probability. Properties of Probability. Methods of Enumeration. Conditional Probability. Independent Events. Bayes' Theorem. 3. Discrete Distributions. Random Variables of the Discrete Type. Mathematical Expectation. Bernoulli Trials and the Binomial Distribution. The Moment-Generating Function. The Poisson Distribution. 4. Continuous Distributions. Random Variables of the Continuous Type. The Uniform and Exponential Distributions. The Gamma and Chi-Square Distributions. The Normal Distribution. Distributions of Functions of a Random Variable. Mixed Distributions and Censoring. 5. Multivariable Distributions. Distributions of Two Random Variables. The Correlation Coefficient. Conditional Distributions. The Bivariate Normal Distribution. Transformations of Random Variables. Order Statistics. 6. Sampling Distribution Theory. Independent Random Variables. Distributions of Sums of Independent Random Variables. Random Functions Associated with Normal Distributions. The Central Limit Theorem. Approximations for Discrete Distributions. The t and F Distributions. Limiting Moment-Generating Functions. Chebyshev's Inequality and Convergence in Probability.Importance of Understanding Variability. 7. Estimation.Point Estimation. Confidence Intervals for Means. Confidence Intervals for Difference of Two Means. Confidence Intervals for Variances. Confidence Intervals for Proportions. Sample Size. Distribution-Free Confidence Intervals for Percentiles. A Simple Regression Problem. More Regression.8. Tests of Statistical Hypotheses.Tests about Proportions. Tests about One Mean and One Variance. Tests of the Equality of Two Normal Distributions. Chi-Square Goodness of Fit Test. Contingency Tables. Tests of the Equality of Several Means. Two-Factor Analysis of Variance. Tests Concerning Regression and Correlation. The Wilcoxon Tests. Kolmogorov-Smirnov Goodness of Fit Test. Resampling Methods. Run Test and Test for Randomness.9. Theory of Statistical Inference.Sufficient Statistics. Power of a Statistical Test. Best Critical Regions. Likelihood Ratio Tests. Bayesian Estimation. Asymptotic Distributions of Maximum Likelihood Estimators.10. Quality Improvement through Statistical Methods.Statistical Quality Control. General Factorial and 2k Factorial Designs. More on Design of Experiments.Epilogue.Appendix A. Review of Selected Mathematical Techniques.Algebra of Sets. Mathematical Tools for the Hypergeometric Distribution. Limits. Infinite Series. Integration. Multivariate Calculus.Appendix B. References.Appendix C. Tables.Appendix D. Answers to Odd-Numbered Exercises.Index.
Copyright Date
2001
Target Audience
College Audience
Topic
Probability & Statistics / General
Lccn
00-025352
Dewey Decimal
519.5
Dewey Edition
23
Illustrated
Yes
Genre
Mathematics

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item 1 Probability and Statistical Inference [With CDROM]
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5 out of 5 stars
by premoranFeb 14, 2018
Great!
Great!
Verified purchase: Yes | Condition: Pre-owned
3 out of 5 stars
by T5Tn8iGqROy@Del...Jul 03, 2007
text is a challenge
needed for class, text has holes were it introduces new ideas it feels as though the author forgets that they were writing a book for undergraduate students, otherwise nice that it offers selected answers for computational exercises

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