Using Multivariate Statistics

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Using Multivariate Statistics
South Africa Language

Using Multivariate Statistics

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  • Product ID: N42803998
  • ISBN: 9780205465255
Package Size
22cm x 4.5cm x 27cm
Gross Weight
1.2kg
Author
Barbara Tabachnick
Linda Fidell
Publishing Date
Feb 2006
Binding
Paperback
Pages
1008 Pages

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Using Multivariate Statistics

This text takes a practical approach to multivariate data analysis, with an introduction to the most commonly encountered statistical and.. More
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Product Features

  • Each technique chapter discusses tests for assumptions of analysis (and procedures for dealing with their violation), presents a small example hand-worked for the most basic analysis, describes varieties of analysis, discusses important issues (such as effect size), provides an example with a real data set from tests of assumptions to write-up of a results section, and compares features of relevant programs.
  • For each technique, an example with real data is provided, from assessment of assumptions to a Results section in APA format giving students a step-by-step algorithm for conducting an analysis and writing it up.
  • A chapter on survival analysis (Ch. 15) allows students to analyze data where the outcome is time until something happens. This is very popular in biomedical research.
  • A chapter on time series analysis (Ch. 16) encourages students to learn to model patterns in data gathered over many trials and to test for the effectiveness on an intervention (either experimentally or naturally occurring). This is especially useful in the social sciences.
  • Chapter 4 on data screening contains new procedures for inputting missing values, and provides students with the most up-to-date procedures for both statistical and graphical methods of data screening.
  • Chapters on Multiple Regression (Ch. 5), Profile Analysis of Repeated Measures (Ch. 10), and Logistic Regression (Ch. 12) have been extensively revised.

Description

Table of Contents

1. Introduction.

  • 1.1 Multivariate Statistics: Why?
  • 1.1.1 The Domain of Multivariate Statistics: Numbers of IVs and DVs.
  • 1.1.2 Experimental and Nonexperimental Research.
  • 1.1.3 Computers and Multivariate Statistics.
  • 1.1.4 Words of Caution.
  • 1.2 Some Useful Definitions.
  • 1.2.1 Continuous, Discrete, and Dichotomous Data.
  • 1.2.2 Samples and Populations.
  • 1.2.3 Descriptive and Inferential Statistics.
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