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Sage Publishing Anova and Ancova: A GLM Approach - Statistical Methods

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Description

Traditional approaches to ANOVA and ANCOVA are being replaced by General Linear Modeling (GLM), and this book from Sage Publications bridges the gap between classical methods and modern statistical practice. The text begins with a historical overview of how ANOVA and regression analyses developed separately before demonstrating their integration within the General Linear Model framework. A simple single independent factor ANOVA is analysed first using conventional terms, then again using GLM terms to illustrate both approaches side by side. The book progresses through main experimental designs covering independent and related ANOVA and ANCOVA for both single and multi-factor designs. Written for students and researchers seeking to understand how contemporary statistical methods unify traditional analysis techniques, this Introducing Statistical Methods series volume provides clear explanations of complex concepts whilst maintaining practical relevance.

Key Features

Sage Publications' Introducing Statistical Methods series book bridges traditional ANOVA approaches with modern General Linear Modeling methodology.

Single independent factor ANOVA is presented in both conventional and GLM terms to clarify how different analytical approaches yield equivalent results.

Covers main experimental designs including independent and related ANOVA and ANCOVA for single and multi-factor research studies.

Demonstrates how ANOVA and regression analyses are subsumed within the General Linear Model framework for unified statistical understanding.

Designed for students and researchers transitioning from classical to contemporary statistical methods in experimental design and data analysis.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
14 November 2000
Listed Since
14 February 2007

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No barcode data available

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