05576nam 2200733 a 450 991078170580332120200520144314.01-283-28002-797866132800221-118-16567-51-118-16568-3(CKB)2550000000053026(EBL)818930(OCoLC)757511739(SSID)ssj0000538057(PQKBManifestationID)11364949(PQKBTitleCode)TC0000538057(PQKBWorkID)10557067(PQKB)10567937(MiAaPQ)EBC818930(Au-PeEL)EBL818930(CaPaEBR)ebr10500929(CaONFJC)MIL328002(MiAaPQ)EBC7147310(Au-PeEL)EBL7147310(EXLCZ)99255000000005302620000224d2001 uy 0engur|n|---|||||txtccrAn introduction to probability and statistics[electronic resource]2nd ed. /Vijay K. Rohatgi, A.K. Md. Ehsanes Saleh.New York Wileyc20011 online resource (747 p.)Wiley series in probability and statistics. Texts and references sectionOriginally published: Introduction to probability theory and mathematical statistics. New York : Wiley, c1976, in series: Wiley series in probability and mathematical statistics."A Wiley-Interscience publication."0-471-34846-5 Includes bibliographical references (p. 663-667) and indexes.An Introduction to Probability and Statistics; Contents; Preface to the Second Edition; Preface to the First Edition; 1. Probability; 1.1 Introduction; 1.2 Sample Space; 1.3 Probability Axioms; 1.4 Combinatorics: Probability on Finite Sample Spaces; 1.5 Conditional Probability and Bayes Theorem; 1.6 Independence of Events; 2. Random Variables and Their Probability Distributions; 2.1 Introduction; 2.2 Random Variables; 2.3 Probability Distribution of a Random Variable; 2.4 Discrete and Continuous Random Variables; 2.5 Functions of a Random Variable; 3. Moments and Generating Functions3.1 Introduction3.2 Moments of a Distribution Function; 3.3 Generating Functions; 3.4 Some Moment Inequalities; 4. Multiple Random Variables; 4.1 Introduction; 4.2 Multiple Random Variables; 4.3 Independent Random Variables; 4.4 Functions of Several Random Variables; 4.5 Covariance, Correlation, and Moments; 4.6 Conditional Expectation; 4.7 Order Statistics and Their Distributions; 5. Some Special Distributions; 5.1 Introduction; 5.2 Some Discrete Distributions; 5.3 Some Continuous Distributions; 5.4 Bivariate and Multivariate Normal Distributions; 5.5 Exponential Family of Distributions6. Limit Theorems6.1 Introduction; 6.2 Modes of Convergence; 6.3 Weak Law of Large Numbers; 6.4 Strong Law of Large Numbers; 6.5 Limiting Moment Generating Functions; 6.6 Central Limit Theorem; 7. Sample Moments and Their Distributions; 7.1 Introduction; 7.2 Random Sampling; 7.3 Sample Characteristics and Their Distributions; 7.4 Chi-Square, t-, and F-Distributions: Exact Sampling Distributions; 7.5 Large-Sample Theory; 7.6 Distribution of (X, S2) in Sampling from a Normal Population; 7.7 Sampling from a Bivariate Normal Distribution,; 8. Parametric Point Estimation; 8.1 Introduction8.2 Problem of Point Estimation8.3 Sufficiency, Completeness, and Ancillarity; 8.4 Unbiased Estimation; 8.5 Unbiased Estimation (Continued): Lower Bound for the Variance of an Estimator; 8.6 Substitution Principle (Method of Moments); 8.7 Maximum Likelihood Estimators; 8.8 Bayes and Minimax Estimation; 8.9 Principle of Equivariance; 9. Neyman-Pearson Theory of Testing of Hypotheses; 9.1 Introduction; 9.2 Some Fundamental Notions of Hypotheses Testing; 9.3 Neyman-Pearson Lemma; 9.4 Families with Monotone Likelihood Ratio; 9.5 Unbiased and Invariant Tests; 9.6 Locally Most Powerful Tests10. Some Further Results of Hypothesis Testing10.1 Introduction; 10.2 Generalized Likelihood Ratio Tests; 10.3 Chi-Square Tests; 10.4 t-Tests; 10.5 F-Tests; 10.6 Bayes and Minimax Procedures; 11. Confidence Estimation; 11.1 Introduction; 11.2 Some Fundamental Notions of Confidence Estimation; 11.3 Methods of Finding Confidence Intervals; 11.4 Shortest-Length Confidence Intervals; 11.5 Unbiased and Equivariant Confidence Intervals; 12. General Linear Hypothesis; 12.1 Introduction; 12.2 General Linear Hypothesis; 12.3 Regression Model; 12.4 One-Way Analysis of Variance12.5 Two-Way Analysis of Variance with One Observation per CellThe second edition of a well-received book that was published 24 years ago and continues to sell to this day, An Introduction to Probability and Statistics is now revised to incorporate new information as well as substantial updates of existing material.Wiley series in probability and statistics.Texts and references section.ProbabilitiesMathematical statisticsProbabilities.Mathematical statistics.519.2Rohatgi V. K.1939-58637Saleh A. K. Md. Ehsanes150888Rohatgi V. K.1939-58637MiAaPQMiAaPQMiAaPQBOOK9910781705803321Introduction to probability and statistics474438UNINA