Data Driven Statistical Methods

1. Auflage 1997
ISBN: 978-0-412-79540-4
Verlag: Routledge

Buch, Englisch, 416 Seiten, Format (B × H): 161 mm x 240 mm, Gewicht: 790 g

Reihe: Chapman & Hall/CRC Texts in Statistical Science

Data Driven Statistical Methods is designed for use either as a text book at the undergraduate level, as a source book providing material and suggestions for teachers wishing to incorporate some of its features into more general courses, and also as a self-instruction manual for applied statisticians seeking a simple introduction to many important practical concepts that use the 'data driven' rather than the 'model driven' approach.

Autoren/Hrsg.

Sprent, Peter

Fachgebiete

• Mathematik | Informatik EDV | Informatik Business Application Mathematische & Statistische Software
• Mathematik | Informatik Mathematik Stochastik Wahrscheinlichkeitsrechnung
• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik

Inhaltsverzeichnis

Data-Driven Inference. The Bootstrap. Outliers, Contamination, and Robustness. Location Tests for Two Independent Samples. More One- and Two-Sample Tests. Three or More Independent Samples. Designed Experiments. Correlation and Concordance. Bivariate Regression. Other Regression Models and Diagnostics. Categorical Data Analysis. Further Categorical Data Analysis. Data-Driven or Model-Driven? References. Index.

Über Autor(innen)

Peter Sprent is Emeritus Professor of Statistics at the University of Dundee in Scotland.