A First Course in Probability Models and Statistical Inference: Springer Texts in Statistics
Autor James H. C. Creightonen Limba Engleză Paperback – 5 oct 2012
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Specificații
ISBN-13: 9781461264316
ISBN-10: 1461264316
Pagini: 756
Ilustrații: XXXI, 719 p.
Dimensiuni: 210 x 240 x 40 mm
Ediția:Softcover reprint of the original 1st ed. 1994
Editura: Springer
Colecția Springer
Seria Springer Texts in Statistics
Locul publicării:New York, NY, United States
ISBN-10: 1461264316
Pagini: 756
Ilustrații: XXXI, 719 p.
Dimensiuni: 210 x 240 x 40 mm
Ediția:Softcover reprint of the original 1st ed. 1994
Editura: Springer
Colecția Springer
Seria Springer Texts in Statistics
Locul publicării:New York, NY, United States
Public țintă
Lower undergraduateCuprins
1 — Introduction to Probability Models of the Real World.- 1.1 Probability Distributions of Random Variables.- 1.2 Parameters to Characterize a Probability Distribution.- 1.3 Linear Functions of a Random Variable.- 1.4 The Fundamentals of Probability Theory.- 1.5 Some Review Exercises.- 2 —Understanding Observed Data.- 2.1 Observed Data from the Real World.- 2.2 Presenting and Summarizing Observed Numeric Data.- 2.3 Grouped Data: Suppressing Irrelevant Detail.- 2.4 Using the Computer.- 3 — Discrete Probability Models.- 3.1 Introduction.- 3.2 The Discrete Uniform Distribution.- 3.3 The Hypergeometric Distribution.- 3.4 Sampling with Replacement from a Dichotomous Population.- 3.5 The Bernoulli Trial.- 3.6 The Geometric Distribution.- 3.7 The Binomial Distribution.- 3.8 The Poisson Distribution.- 3.9 The Negative Binomial Distribution.- 3.10 Some Review Problems.- 4 — Continuous Probability Models.- 4.1 Continuous Distributions and the Continuous Uniform Distribution.- 4.2 The Exponential Distribution.- 4.3 The Normal Distribution.- 4.4 The Chi-Squared Distribution.- 4.5 A Few Review Problems.- 5 — Estimation of Parameters.- 5.1 Parameters and Their Estimators.- 5.2 Estimating an Unknown Proportion.- 5.3 Estimating an Unknown Mean.- 5.4 A Confidence Interval Estimate for an Unknown ?.- 5.5 One-Sided Intervals, Prediction Intervals, Tolerance Intervals.- 6 — Introduction to Tests of Statistical Hypotheses.- 6.1 Introduction.- 6.2 Tests of Significance.- 6.3 Hypothesis Tests.- 6.4 A Somewhat Comprehensive Review.- 7 — Introduction to Simple Linear Regression.- 7.1 The Simple Linear Regression Model.- 7.2 The Least Squares Estimates for ? and ?.- 7.3 Using the Simple Linear Regression Model.- 7.4 Some Review Problems.- Answers to Try Your Hand—Level 1.-Answers to Try Your Hand—Level II.- Tables.- The Standard Normal Distribution.- The Chi-Squared Distribution.- Index of Notation.- Author Index.