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Beschreibung
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.
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.
Über den Autor
Gilchrist, Warren
Inhaltsverzeichnis
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.
Details
Erscheinungsjahr: 2019
Fachbereich: Wahrscheinlichkeitstheorie
Genre: Importe, Mathematik
Rubrik: Naturwissenschaften & Technik
Medium: Taschenbuch
ISBN-13: 9780367398682
ISBN-10: 0367398680
Sprache: Englisch
Einband: Kartoniert / Broschiert
Autor: Gilchrist, Warren
Hersteller: Chapman and Hall/CRC
Verantwortliche Person für die EU: Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße: 234 x 156 x 19 mm
Von/Mit: Warren Gilchrist
Erscheinungsdatum: 05.09.2019
Gewicht: 0,524 kg
Artikel-ID: 128405247

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