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A Student's Guide to Analysis of Variance
 
 
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A Student's Guide to Analysis of Variance [Paperback]

Maxwell Roberts (Author), Riccardo Russo (Author)
5.0 out of 5 stars  See all reviews (1 customer review)

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Book Description

0415165652 978-0415165655 March 18, 1999 Student
In the investigation of human behaviour, statistical techniques are employed widely in the social sciences. Whilst introductory statistics courses cover essential techniques, the complexities of behaviour demand that more flexible and comprehensive methods are also employed. Analysis of Variance (ANOVA) has become one of the most common of these and it is therefore essential for both student and researcher to have a thorough understanding of it.
A Student's Guide to Analysis of Variance covers a range of statistical techniques associated with ANOVA, including single and multiple factor designs, various follow-up procedures such as post-hoc tests, and how to make sense of interactions. Suggestions on the best use of techniques and advice on how to avoid the pitfalls are included, along with guidelines on the writing of formal reports.
Introductory level topics such as standard deviation, standard error and t-tests are revised, making this book an invaluable aid to all students for whom ANOVA is a compulsory topic. It will also serve as a useful refresher for the more advanced student and practising researcher.

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Editorial Reviews

Review

The first 40 pages of this text explain the basics of experimental procedure, samples and populations, hypothesis testing, the mean, variance, t-tests and how variance can be used to look for group differences. The material is handled extremely well and the reader certainly gets a good flavour of this important background information. The chapter on interactions and how to interpret them is one of the best I have seen: it gently guides the reader to a richer understanding of why interactions are so important. A great book for most second-year undergraduate students. - Andy Field, Royal Holloway University of London

This is an attractive and clearly-written book with a certain amount of soul or conviction, even though it is a statistics textbook. - John Goyder, University of Waterloo

This book has proven to be essential in my understanding of ANOVA. Every aspect of analysis of variance is clearly explained and the text is very easy to read and understand. Every new aspect is backed up with worked examples, making it easy to grasp both the simpler and more complex concepts. Particularly useful is the appendix explaining how to present the results of ANOVA's in a formal lab report. This text goes further than standard statistics textbooks and I would recommend it to anyone who has to use ANOVA, whether for the first time or for refreshing your memory! - Psychology undergraduate on Amazon.co.uk

Product Details

  • Paperback: 288 pages
  • Publisher: Routledge; Student edition (March 18, 1999)
  • Language: English
  • ISBN-10: 0415165652
  • ISBN-13: 978-0415165655
  • Product Dimensions: 8.4 x 5.4 x 0.9 inches
  • Shipping Weight: 12.6 ounces (View shipping rates and policies)
  • Average Customer Review: 5.0 out of 5 stars  See all reviews (1 customer review)
  • Amazon Best Sellers Rank: #684,208 in Books (See Top 100 in Books)

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11 of 11 people found the following review helpful:
5.0 out of 5 stars Don't overlook this book-a great conceptual intro to ANOVA., July 19, 2003
By A Customer
This review is from: A Student's Guide to Analysis of Variance (Paperback)
As someone who has read many books covering this topic (e.g., Neter et al., Kirk) I strongly recommend reading this book! This book is particularly useful if you are taking or have had courses covering analysis of variance (ANOVA). Even for the mathematically sophisticated reader it is easy to walk away with a fuzzy, unclear understanding of the uses of ANOVA techniques (sad but true). This book explains how to use these by parsimoniously explaining the conceptual foundations of ANOVA. The books links statistical concepts to the variety of formulas and inferential techniques one encounters, such as two-way and mult-way ANOVAs, interaction, testing of simple effects.
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Inside This Book (learn more)
First Sentence:
A book devoted to a single statistical test may seem excessive, but Analysis of Variance is more a collection of data analysis techniques than a single statistical test. Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
error term approach, linear contrast analysis, simple main effects analysis, using basic ratios, significant simple main effect, frequency irregular words, pooled error terms, main effects table, mnemonic group, scrambled passage, mnemonic example, planned comparisons, dexterity task, sphericity assumption, imaginary data, low frequency words, residual variability, quadratic trend, interaction plots, test land, grand mean, parametric statistical tests, variance assumption
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Sum of Squares, Mean Square, Sums of Squares, Source Sum of Degrees of Mean, Computer Assisted Learning, Expertise Level
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