Warren Gilchrist

Statistical Modelling with Quantile Functions

• Broschiertes Buch

Produktbeschreibung

Statistical Modelling with Quantile Functions presents a fresh, practical approach to statistical modeling and offers a new perspective on statistical distribution. Together, this approach and perspective provide a modelling kit for both deterministic and random elements in models and give new insight into the structure of distributions. The methods described focus on the parametric use of quantile functions that lead to meaningful parameters and transform the model rather than the data. Many of the statistical tools introduced in the book will help readers build and investigate models for their own statistical problems.

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Produktdetails

• Verlag: Taylor & Francis Ltd (Sales)
• Seitenzahl: 344
• Erscheinungstermin: 5. September 2019
• Englisch
• Abmessung: 231mm x 155mm x 20mm
• Gewicht: 340g
• ISBN-13: 9780367398682
• ISBN-10: 0367398680
• Artikelnr.: 57733634

Autorenporträt

Gilchrist, Warren

Inhaltsangabe

INTRODUCTION: An Overview. Describing the Sample. Describing the
Population. Statistical Foundations. QUANTILE MODELS AND THEIR
CONSTRUCTION: Foundation Distributions. Distributional Model Building. THE
STATISTICAL MODELLING PROCESS: Identification. Estimation. Validation.
Application. EXTENDING THE MODELS: Regression Quantile Models. Bivariate
Quantile Models. Postscript.