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The Resource Modern statistics for the life sciences, Alan Grafen, Rosie Hails

Modern statistics for the life sciences, Alan Grafen, Rosie Hails

Label
Modern statistics for the life sciences
Title
Modern statistics for the life sciences
Statement of responsibility
Alan Grafen, Rosie Hails
Creator
Contributor
Subject
Language
eng
Cataloging source
UKM
http://library.link/vocab/creatorName
Grafen, Alan.
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/relatedWorkOrContributorName
Hails, Rosemary.
http://library.link/vocab/subjectName
  • Mathematical statistics
  • Life sciences
Label
Modern statistics for the life sciences, Alan Grafen, Rosie Hails
Instantiates
Publication
Bibliography note
Includes bibliographical references and index
Contents
  • Why use this book
  • 1.
  • introduction to analysis of variance.
  • p. 1
  • 2.
  • Regression.
  • p. 22
  • 3.
  • Models, parameters and GLMs.
  • p. 47
  • 4.
  • Using more than one explanatory variable.
  • p. 56
  • 5.
  • Designing experiments - keeping it simple.
  • p. 76
  • 6.
  • Combining continuous and categorical variables.
  • p. 96
  • 7.
  • Interactions - getting more complex.
  • p. 110
  • 8.
  • Checking the models I: independence.
  • p. 136
  • 9.
  • Checking the models II: the other three asumptions.
  • p. 153
  • 10.
  • Model selection I: principles of model choice and designed experiments.
  • p. 186
  • 11.
  • Model selection II: datasets with several explanatory variables.
  • p. 209
  • 12.
  • Random effects.
  • p. 232
  • 13.
  • Categorical data.
  • p. 255
  • 14.
  • What lies beyond?.
  • p. 281
  • 15.
  • Answers to exercises.
  • p. 285
  • App. 1.
  • meaning of p-values and confidence intervals.
  • p. 332
  • App. 2.
  • Analytical results about variances and sample means.
  • p. 335
  • App. 3.
  • Probability distributions.
  • p. 339
  • Bibliography.
  • p. 343
  • Index.
  • p. 345
Control code
ocm48754026
Dimensions
25 cm.
Extent
xv, 351 p.
Isbn
9780199252312
Lccn
2002283238
Other physical details
ill.
Label
Modern statistics for the life sciences, Alan Grafen, Rosie Hails
Publication
Bibliography note
Includes bibliographical references and index
Contents
  • Why use this book
  • 1.
  • introduction to analysis of variance.
  • p. 1
  • 2.
  • Regression.
  • p. 22
  • 3.
  • Models, parameters and GLMs.
  • p. 47
  • 4.
  • Using more than one explanatory variable.
  • p. 56
  • 5.
  • Designing experiments - keeping it simple.
  • p. 76
  • 6.
  • Combining continuous and categorical variables.
  • p. 96
  • 7.
  • Interactions - getting more complex.
  • p. 110
  • 8.
  • Checking the models I: independence.
  • p. 136
  • 9.
  • Checking the models II: the other three asumptions.
  • p. 153
  • 10.
  • Model selection I: principles of model choice and designed experiments.
  • p. 186
  • 11.
  • Model selection II: datasets with several explanatory variables.
  • p. 209
  • 12.
  • Random effects.
  • p. 232
  • 13.
  • Categorical data.
  • p. 255
  • 14.
  • What lies beyond?.
  • p. 281
  • 15.
  • Answers to exercises.
  • p. 285
  • App. 1.
  • meaning of p-values and confidence intervals.
  • p. 332
  • App. 2.
  • Analytical results about variances and sample means.
  • p. 335
  • App. 3.
  • Probability distributions.
  • p. 339
  • Bibliography.
  • p. 343
  • Index.
  • p. 345
Control code
ocm48754026
Dimensions
25 cm.
Extent
xv, 351 p.
Isbn
9780199252312
Lccn
2002283238
Other physical details
ill.

Library Locations

    • Harold Cohen LibraryBorrow it
      Ashton Street, Liverpool, L69 3DA, GB
      53.418074 -2.967913
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