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" Probability with statistical applications / "
Rinaldo B. Schinazi
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BL
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| Record Number
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598925
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| Doc. No
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b428144
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| Main Entry
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Schinazi, Rinaldo B., (Rinaldo Bruno)
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| Title & Author
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Probability with statistical applications /\ Rinaldo B. Schinazi
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| Page. NO
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xii, 218 pages ;; 24 cm
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| ISBN
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0817642471
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: 9780817642471
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: 3764342471
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: 9783764342470
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| Notes
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Includes index
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| Contents
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1. Probability Space. 1.1. The Axioms of Probability. 1.2. Conditional Probabilities and Bayes' Formula. 1.3. Independent Events. 1.4. Three or More Events -- 2. Random Variables. 2.1. Discrete Random Variables. 2.2. Continuous Random Variables. 2.3. Expectation. 2.4. Variance. 2.5. Normal Random Variables -- 3. Binomial and Poisson Random Variables. 3.1. Counting Principles. 3.2. Binomial Random Variables. 3.3. Poisson Random Variables -- 4. Limit Theorems. 4.1. The Law of Large Numbers. 4.2. Central Limit Theorem -- 5. Estimation and Hypothesis Testing. 5.1. Large Sample Estimation. 5.2. Hypothesis Testing. 5.3. Small Samples. 5.4. Chi-Square Tests -- 6. Linear Regression. 6.1. Fitting a Line to Data. 6.2. Inference for Regression -- 7. Moment Generating Functions and Sums of Independent Random Variables. 7.1. Moment Generating Functions. 7.2. Sums of Independent Random Variables -- 8. Transformations of Random Variables and Random Vectors. 8.1. Distribution Functions and Transformations of Random Variables. 8.2. Random Vectors. 8.3. Chi-square, Student Distributions and Normal Vectors
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| Subject
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Probabilities
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Mathematical statistics
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| Dewey Classification
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519.2
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| LC Classification
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QA273.S365 2001
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