Probability distributions : with truncated, log and bivariate extensions /: with truncated, log and bivariate extensions. (2018)

• Record Type: Book
• Further Information: Note: Nick T. Thomopoulos.
• Authors: Thomopoulos, Nicholas T
• Contents: Intro; In Memory of Nick T. Thomopoulos; Preface; Acknowledgments; Contents; About the Author; Chapter 1: Continuous Distributions; 1.1 Introduction; 1.2 Sample Data Statistics; 1.3 Notation; 1.4 Parameter Estimating Methods; 1.5 Transforming Variables; Transform Data to (0, 1); Transform Data to (x 0); 1.6 Continuous Random Variables; 1.7 Continuous Uniform; Coefficient of Variation; Parameter Estimates; 1.8 Exponential; Parameter Estimate; 1.9 Erlang; Coefficient-of-Variation; Parameter Estimates; Cumulative Probability; 1.10 Gamma; Parameter Estimates; Cumulative Probability Estimates. 1.11 BetaStandard Beta; Mean and Variance; Parameter Estimates; 1.12 Weibull; Weibull Plot; Parameter Estimates; 1.13 Normal; Standard Normal Distribution; Coefficient of Variation; Parameter Estimates; 1.14 Lognormal; Parameter Estimates; 1.15 Summary; References; Chapter 2: Discrete Distributions; 2.1 Introduction; 2.2 Discrete Random Variables; Lexis Ratio; 2.3 Discrete Uniform; Parameter Estimates; 2.4 Binomial; Lexis Ratio; Parameter Estimates; Normal Approximation; Poisson Approximation; 2.5 Geometric; Number of Trials; Number of Failures; Lexis Ratio; Parameter Estimate; 2.6 Pascal. Number of TrialsLexis Ratio; Parameter Estimate; Number of Failures; Lexis Ratio; Parameter Estimate; 2.7 Poisson; Lexis Ratio; Relation to the Exponential Distribution; Parameter Estimate; 2.8 Hyper Geometric; Parameter Estimate; 2.9 Summary; References; Chapter 3: Standard Normal; 3.1 Introduction; 3.2 Gaussian Distribution; 3.3 Some Relations on the Standard Normal Distribution; 3.4 Normal Distribution; 3.5 Standard Normal; 3.6 Hastings Approximations; 3.7 Table Values of the Standard Normal; 3.8 Discrete Normal Distribution; 3.9 Summary; References; Chapter 4: Partial Expectation. 4.1 Introduction4.2 Partial Expectation; 4.3 Left Location Parameter; Table Entries; 4.4 Inventory Management; 4.5 Right Location Parameter; 4.6 Advance Demand; 4.7 Summary; References; Chapter 5: Left Truncated Normal; 5.1 Introduction; 5.2 Left-Location Parameter; 5.3 Mathematical Equations; 5.4 Table Entries; 5.5 More Tables; 5.6 Left Truncated Distribution; 5.7 Application to Sample Data; 5.8 LTN for Inventory Control; Automotive Service Parts Distribution Center; Retail Products; 5.9 Summary; References; Chapter 6: Right Truncated Normal; 6.1 Introduction.
• Publisher Details: Cham : Springer
• Publication Date: 2018
• Extent: 1 online resource
• Subjects: 519.24; Statistics; Distribution (Probability theory); Theory of distributions (Functional analysis); MATHEMATICS -- Applied; MATHEMATICS -- Probability & Statistics -- General; Distribution (Probability theory); Theory of distributions (Functional analysis); Mathematical statistics; Probability & statistics; Electronic books
• Languages: English
• ISBNs: 9783319760421; 3319760424
• Related ISBNs: 9783319760414
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (EBSCO, viewed April 16, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.