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Choosing and Using Statistics: A Biologist's Guide [Paperback]

Calvin Dytham (Author)
3.0 out of 5 stars  See all reviews (6 customer reviews)

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Book Description

1405102438 978-1405102438 February 10, 2003 2
The first edition of this excellent handbook was extremely well received by both students and lecturers alike. It has helped to simplify the often complex and difficult task of choosing and using the right statistics package.

This is a book for any student or professional biologist who wants to process data using a statistical package on the computer, to select appropriate methods, and extract the important information from the often confusing output that is produced. It is aimed primarily at undergraduates and masters students in the biological sciences who have to apply statistics in practical classes and projects. Such users of statistics do not have to understand either how tests work or how to do the calculations, and these aspects are not covered in the book.

The new edition has been updated to cover the very latest versions of the computer packages described, expanded to include coverage for logistic regression, a more detailed consideration of multivariate analysis, data exploration and further examples of Principle Component Analysis and Discriminate Function Analysis are given.


  • New edition will use SPSS 10.0, Minitab 13.1 and Excel 2000.
  • New simplified version of the Key and flow chart of decisions to reach simple statistical tests.
  • Section on multivariate techniques expanded to give further examples of PCA and DFA.
  • Aimed at students using statistics for projects and in practical classes.
  • Statistical jargon explained through an extensive glossary and key to symbols.
  • Stresses the importance of experimental design, measurement of data and interpretation of results rather than an understanding of the statistical tests themselves.

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Editorial Reviews

Review

" A student affordable recommended purchase with no equation in sight!" Microbiology Today, Feb 2000

"It would be an interesting experiment (with appropriate statistical tests of course), to see how often a lab copy was used by researchers and academic staff. I suspect it would be rather frequently and with good reason!" Biologist Vol 46 No 4

"In summary, an excellent text with a refreshing viewpoint." TecNews, May 1999

"A valuable handbook for all biologists completing statistical analysis." Sherkin Comment, October 2000

"The first edition of this excellent handbook was extremely well received by both students and lecturers alike. It has helped to simplify the often complex and difficult task of choosing and using the right statistics package. This is a book for any student or professional biologist who wants to process data using a statistical package on the computer, to select appropriate methods and extract the important information from the often confusing output that is produced...The new edition has been updated to cover the very latest versions of the computer packages described, expanded to include coverage for logistic regression, a more detailed considration of multivariate analysis, data exploration and further examples of Principle Component Analysis and Discriminate Function Analysis are given." Ethology, Ecology and Evolution, Volume 15, No 3, September 2003

Book Description

The first edition of excellent handbook was extremely well received by both students and lecturers alike. It has helped to simplify the often complex and difficult task of choosing and using the right statistics package.This is a book for any student or professional biologist who wants to process data using a statistical package on the computer, to select appropriate methods, and extract the important information from the often confusing output that is produced. It is aimed primarily at undergraduates and masters students in the biological sciences who have to apply statistics in practical classes and projects. Such users of statistics do not have to understand either how tests work or how to do the calculations, and these aspects are not covered in the book.The new edition has been updated to cover the very latest versions of the computer packages described, expanded to include coverage for logistic regression, a more detailed consideration of multivariate analysis, data exploration and further examples of Principle Component Analysis and Discriminate Function Analysis are given.

Product Details

  • Paperback: 264 pages
  • Publisher: Wiley-Blackwell; 2 edition (February 10, 2003)
  • Language: English
  • ISBN-10: 1405102438
  • ISBN-13: 978-1405102438
  • Product Dimensions: 9.6 x 6.7 x 0.6 inches
  • Shipping Weight: 1 pounds (View shipping rates and policies)
  • Average Customer Review: 3.0 out of 5 stars  See all reviews (6 customer reviews)
  • Amazon Best Sellers Rank: #899,056 in Books (See Top 100 in Books)

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20 of 24 people found the following review helpful:
5.0 out of 5 stars How to make statistics clear: a book to be ready-to-go, February 20, 2000
After too many books with a useless wealth of equations to leave you in a worse confusion here is finally a book to give you hints and tools to tackle the problem. Good coverage of both parametric and less known non-parametric statistics, modern approach through coverage of popular packages, keys to choose the various tests and lots of examples and hints for the experimental design. Generally a complete book which manages to cover with a sensible balance from the basics to more complicated designs for ANOVA evaluations.
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8 of 11 people found the following review helpful:
5.0 out of 5 stars Relief for those who don't speak in equations, October 17, 2002
By A Customer
This is a great, practical book for ecological and evolutionary researchers. Dytham walks you through the choosing and using of different common statistical applications. If you can't find it in here, you probably have an advanced question that requires a mathematical answer, in which case it's time to dust off that heavy textbook. For most questions, this will save you time and frustration.
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1 of 1 people found the following review helpful:
5.0 out of 5 stars The most practical statistics book I have ever used., October 27, 2009
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This review is from: Choosing and Using Statistics: A Biologist's Guide (Paperback)
The author provides very clear and easy to follow explanations of the type of tests used and when they should be used. Furthermore, he provides step by step instructions for using the tests in SPSS, minitab, and excel, something that few other books do.
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Inside This Book (learn more)
First Sentence:
This is a very simple sequence that, it you follow it, will integrate the statistics you use into the process of scientific investigation. Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
appropriate move button, dialogue box move, several observed variables, shade category, fertilizer blends, perfect normal distribution, day len, post hoc testing, session window, canonical variate analysis, angular transformation, interaction between the two factors, first highlighting, dummy data, ranked data, grouping variables, most statistical packages, integer codes, many statistical tests, command interface, label the columns
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Corrected Total, Corrected Model, Source Type, Univariate Analysis of Variance Between-Subjects Factors, Tests of Between-Subjects Effects Dependent Variable, Levene's Test of Equality of Error, Lower Bound Upper Bound, Tests Source, Error Sig, Mean Std, Test Statistics, Extraction Method, Median Ranks
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