Data Driven Statistical Methods: 1st Edition (Hardback) book cover

Data Driven Statistical Methods

1st Edition

By Peter Sprent

Chapman and Hall/CRC

406 pages

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Hardback: 9780412795404
pub: 1997-12-01
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Description

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.

Reviews

"This scholarly book brings together a vast literature on methods for analyzing and modeling rank data…it is a mathematical statistics book in the best sense of the word…"

- Short Books Reviews of the ISI

Table of Contents

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.

About the Series

Chapman & Hall/CRC Texts in Statistical Science

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Subject Categories

BISAC Subject Codes/Headings:
MAT029000
MATHEMATICS / Probability & Statistics / General