ANOVA and ANCOVA: A GLM Approach by Andrew Rutherford

By Andrew Rutherford

Provides an in-depth therapy of ANOVA and ANCOVA ideas from a linear version perspective

ANOVA and ANCOVA: A GLM method offers a modern examine the final linear version (GLM) method of the research of variance (ANOVA) of 1- and two-factor mental experiments. With its geared up and complete presentation, the booklet effectively publications readers via traditional statistical ideas and the way to interpret them in GLM phrases, treating the most unmarried- and multi-factor designs as they relate to ANOVA and ANCOVA.

The ebook starts with a short historical past of the separate improvement of ANOVA and regression analyses, after which is going directly to show how either analyses are integrated into the knowledge of GLMs. This re-creation now explains particular and a number of comparisons of experimental stipulations ahead of and after the Omnibus ANOVA, and describes the estimation of influence sizes and tool analyses resulting in the decision of acceptable pattern sizes for experiments to be carried out. subject matters which were improved upon and further include:

  • Discussion of optimum experimental designs

  • Different methods to undertaking the straightforward impact analyses and pairwise comparisons with a spotlight on comparable and repeated degree analyses

  • The factor of inflated sort 1 mistakes because of a number of hypotheses testing

  • Worked examples of Shaffer's R try, which contains logical kin among hypotheses

ANOVA and ANCOVA: A GLM procedure, moment variation is a superb publication for classes on linear modeling on the graduate point. it's also an appropriate reference for researchers and practitioners within the fields of psychology and the biomedical and social sciences.

Show description

Read Online or Download ANOVA and ANCOVA: A GLM Approach PDF

Best probability & statistics books

Stereology for Statisticians (Chapman & Hall/CRC Monographs on Statistics & Applied Probability)

Stereology for Statisticians units out the rules of stereology from a statistical point of view, concentrating on either easy concept and sensible implications. It discusses how one can successfully converse statistical matters to consumers, attracts consciousness to universal methodological mistakes, and offers references to crucial literature.

Displaying Time Series, Spatial, and Space-Time Data with R (Chapman & Hall/CRC The R Series)

Code and techniques for growing fine quality info GraphicsA information image isn't just a static photograph, however it additionally tells a narrative concerning the information. It prompts cognitive methods which are capable of become aware of styles and become aware of details now not available with the uncooked facts. this can be fairly precise for time sequence, spatial, and space-time datasets.

Change-Point Analysis in Nonstationary Stochastic Models

This ebook covers the advance of equipment for detection and estimation of adjustments in complicated platforms. those platforms are regularly defined via nonstationary stochastic types, which contain either static and dynamic regimes, linear and nonlinear dynamics, and incessant and time-variant constructions of such structures.

Exploratory Multivariate Analysis by Example Using R, Second Edition (Chapman & Hall/CRC Computer Science & Data Analysis)

Filled with real-world case reports and useful recommendation, Exploratory Multivariate research through instance utilizing R, moment version makes a speciality of 4 primary tools of multivariate exploratory info research which are most fitted for purposes. It covers critical part research (PCA) while variables are quantitative, correspondence research (CA) and a number of correspondence research (MCA) while variables are express, and hierarchical cluster research.

Extra info for ANOVA and ANCOVA: A GLM Approach

Example text

Download PDF sample

Rated 4.01 of 5 – based on 33 votes