A Modern Course on Statistical Distributions in Scientific Work: Volume 2 — Model Building and Model Selection Proceedings of the NATO Advanced Study Institute held at the University of Calgary, Calgary, Alberta, Canada July 29 – August 10, 1974: Nato Science Series C:, cartea 17
Editat de Ganapati P. Patil, S. Kotz, J. K. Orden Limba Engleză Hardback – 31 mai 1975
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Specificații
ISBN-13: 9789027706072
ISBN-10: 9027706077
Pagini: 422
Ilustrații: XVII, 399 p.
Dimensiuni: 210 x 297 x 28 mm
Greutate: 0.77 kg
Ediția:1975
Editura: SPRINGER NETHERLANDS
Colecția Springer
Seria Nato Science Series C:
Locul publicării:Dordrecht, Netherlands
ISBN-10: 9027706077
Pagini: 422
Ilustrații: XVII, 399 p.
Dimensiuni: 210 x 297 x 28 mm
Greutate: 0.77 kg
Ediția:1975
Editura: SPRINGER NETHERLANDS
Colecția Springer
Seria Nato Science Series C:
Locul publicării:Dordrecht, Netherlands
Public țintă
ResearchCuprins
1. Modelling and Simulation.- 1.1 Statistical Modelling: An Alternative View.- 1.2 Chance Mechanisms for Discrete Distributions in Scientific Modelling.- 1.3 Random Numbers: The Need, the History, the Generators.- 1.4 Chance Mechanisms in the Computer Generation of Random Variables.- 1.5 A Probability Distribution with Applications to Monte Carlo Simulation Studies.- 2. Model Indentification and Discrimination.- 2.1 On the Discrimination Between Two Location and Scale Parameter Models.- 2.2 Applications of Characterizations in the Area of Goodness of Fit.- 2.3 Test for Normality Using a Characterization.- 2.4 Tests for Normality Using Minimum Chi-Square.- 2.5 A New Statistic for Testing an Assumed Distribution.- 2.6 The Poisson Distribution: The Theory and Application of Some Conditional Tests.- 3. Models in the Social Sciences and Management.- 3.1 The Size of Human Settlements.- 3.2 Statistical Models for Personal Income Distributions.- 3.3 Symmetric Distributions With Fat Tails: Interrelated Compound Distributions Estimated by Box-Jenkins Methods.- 3.4 A Marketing Application of a Characterization Theorem.- 4. Models in the Physical and Biomedical Sciences.- 4.1 Statistical Problems of Size and Shape,I.- 4.2 Statistical Problems of Size and Shape,II.- 4.3 Skew Distributions in Biomedicine Including Some With Negative Powers of Time.- 4.4 Models in Medicine and Toxicology.- 4.5 Mass-Size Distributions — A Review and a Proposed New Model.- 4.6 Application of Statistical Models to Engineering Problems.- 4.7 Failure and Mortality from Wear and Ageing. The Teissier Model.- 4.8 Some Statistical Models for Seismological Discrimination.- 5. Models in the Environment Sciences.- 5.1 Probability Laws for Topological Properties of Drainage Basins.- 5.2 Indices and Models forAggregation in Spatial Patterns.- 5.3 Extreme Order Statistics in Large Samples from Exponential Type Distributions and Their Application to Fire Loss.- 5.4 Statistical Distributions in Forestry and Forest Products Research.- 6. A Modern Course on Statistical Distributions.- 6.1 Introduction and Discussion.