Mathematical Statistics and Data Analysis, International Edition (with CD Data Sets)

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9780495118688: Mathematical Statistics and Data Analysis, International Edition (with CD Data Sets)

This is the first text in a generation to re-examine the purpose of the mathematical statistics course. The book’s approach interweaves traditional topics with data analysis and reflects the use of the computer with close ties to the practice of statistics. The author stresses analysis of data, examines real problems with real data, and motivates the theory. The book’s descriptive statistics, graphical displays, and realistic applications stand in strong contrast to traditional texts that are set in abstract settings.

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1. PROBABILITY. Introduction. Sample Spaces. Probability Measures. Computing Probabilities: Counting Methods. Conditional Probability. Independence. Concluding Remarks. Problems. 2. RANDOM VARIABLES. Discrete Random Variables. Continuous Random Variables. Functions of a Random Variable. Concluding Remarks. Problems. 3. JOINT DISTRIBUTIONS. Introduction. Discrete Random Variables. Continuous Random Variables. Independent Random Variables. Conditional Distributions. Functions of Jointly Distributed Random Variables. Extrema and Order Statistics. Problems. 4. EXPECTED VALUES. The Expected Value of a Random Variable. Variance and Standard Deviation. Covariance and Correlation. Conditional Expectation and Prediction. The Moment-Generating Function. Approximate Methods. Problems. 5. LIMIT THEOREMS. Introduction. The Law of Large Numbers. Convergence in Distribution and the Central Limit Theorem. Problems . 6. DISTRIBUTIONS DERIVED FROM THE NORMAL DISTRIBUTION. Introduction. Chi-Squared, t, and F Distributions. The Sample Mean and Sample Variance. Problems. 7. SURVEY SAMPLING. Introduction. Population Parameters. Simple Random Sampling. Estimation of a Ratio. Stratified Random Sampling. Concluding Remarks. Problems. 8. ESTIMATION OF PARAMETERS AND FITTING OF PROBABILITY DISTRIBUTIONS. Introduction. Fitting the Poisson Distribution to the Emissions of Alpha Particles. Parameter Estimation. The Method of Moments. The Method of Maximum Likelihood. The Bayesian Approach to Parameter Estimation. Efficiency and the Cramer-Rao Lower Bound. Sufficiency. Concluding Remarks. Problems. 9. TESTING HYPOTHESES AND ASSESSING GOODNESS OF FIT. Introduction. The Neyman-Pearson Paradigm. The Duality of Confidence Intervals and Hypothesis Tests. Generalized Likelihood Ratio Tests. Likelihood Ratio Tests for the Multinomial Distribution. The Poisson Dispersion Test. Hanging Rootograms. Probability Plots. Tests for Normality. Concluding Remarks. Problems. 10. SUMMARIZING DATA. Introduction. Methods Based on the Cumulative Distribution Function. Histograms, Density Curves, and Stem-and-Leaf Plots. Measures of Location. Measures of Dispersion. Boxplots. Exploring Relationships with Scatterplots. Concluding Remarks. Problems. 11. COMPARING TWO SAMPLES. Introduction. Comparing Two Independent Samples. Comparing Paired Samples. Experimental Design. Concluding Remarks. Problems. 12. THE ANALYSIS OF VARIANCE. Introduction. The One-Way Layout. The Two-Way Layout. Concluding Remarks. Problems. 13. THE ANALYSIS OF CATEGORICAL DATA. Introduction. Fisher's Exact Test. The Chi-Square Test of Homogeneity. The Chi-Square Test of Independence. Matched-Pairs Designs. Odds Ratios. Concluding Remarks. Problems. 14. LINEAR LEAST SQUARES. Introduction. Simple Linear Regression. The Matrix Approach to Linear Least Squares. Statistical Properties of Least Squares Estimates. Multiple Linear Regression--An Example. Conditional Inference, Unconditional Inference, and the Bootstrap. Concluding Remarks. Problems. 15. DECISION THEORY AND BAYESIAN INFERENCE. Introduction. Decision Theory. The Subjectivist Point of View. Concluding Remarks. Problems. Appendix A. Common Distributions. Appendix B. Tables. Bibliography. Answers to Selected Problems. Author Index. Index to Data Sets. Subject Index.

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Rice, John A.
Editorial: Brooks/Cole
ISBN 10: 0495118680 ISBN 13: 9780495118688
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Descripción Brooks/Cole. Estado de conservación: Brand New. Softcover, International Edition. This is an International Edition. Nº de ref. de la librería 35006710A

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Descripción Cengage Learning, Inc. Mixed media product. Estado de conservación: new. BRAND NEW, Mathematical Statistics and Data Analysis (International ed of 3rd Revised ed), John Rice, This is the first text in a generation to re-examine the purpose of the mathematical statistics course. The book's approach interweaves traditional topics with data analysis and reflects the use of the computer with close ties to the practice of statistics. The author stresses analysis of data, examines real problems with real data, and motivates the theory. The book's descriptive statistics, graphical displays, and realistic applications stand in strong contrast to traditional texts that are set in abstract settings. Nº de ref. de la librería B9780495118688

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Rice, John
Editorial: Cengage Learning, Inc (2006)
ISBN 10: 0495118680 ISBN 13: 9780495118688
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Descripción Cengage Learning, Inc, 2006. Estado de conservación: New. 2006. International ed of 3rd Revised ed. Paperback. Examines the purpose of the mathematical statistics course. This book includes traditional topics with data analysis and reflects the use of the computer with close ties to the practice of statistics. It stresses analysis of data, examines real problems with real data, and motivates the theory. Num Pages: 688 pages. BIC Classification: PBT. Category: (UU) Undergraduate. Dimension: 232 x 187 x 27. Weight in Grams: 1014. . . . . . . Nº de ref. de la librería V9780495118688

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John Rice
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ISBN 10: 0495118680 ISBN 13: 9780495118688
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Descripción Duxbury Press, 2006. Estado de conservación: New. book. Nº de ref. de la librería ria9780495118688_rkm

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Rice, John
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Descripción Cengage Learning, Inc. Estado de conservación: New. 2006. International ed of 3rd Revised ed. Paperback. Examines the purpose of the mathematical statistics course. This book includes traditional topics with data analysis and reflects the use of the computer with close ties to the practice of statistics. It stresses analysis of data, examines real problems with real data, and motivates the theory. Num Pages: 688 pages. BIC Classification: PBT. Category: (UU) Undergraduate. Dimension: 232 x 187 x 27. Weight in Grams: 1014. . . . . . Books ship from the US and Ireland. Nº de ref. de la librería V9780495118688

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Descripción Estado de conservación: New. Bookseller Inventory # ST0495118680. Nº de ref. de la librería ST0495118680

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Descripción Cengage Learning, Inc, 2006. UNK. Estado de conservación: New. New Book. Shipped from UK in 4 to 14 days. Established seller since 2000. Nº de ref. de la librería CN-9780495118688

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Descripción Estado de conservación: New. Depending on your location, this item may ship from the US or UK. Nº de ref. de la librería 97804951186880000000

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