Main Title |
Statistical analysis in microbiology : statnotes / |
Author |
Armstrong, Richard A.
|
Other Authors |
|
Publisher |
Wiley-Blackwell Pub, |
Year Published |
2011 |
OCLC Number |
642840084 |
ISBN |
9780470559307 (pbk.); 0470559306 (pbk.) |
Subjects |
Microbiology--Statistical methods
|
Holdings |
Library |
Call Number |
Additional Info |
Location |
Last Modified |
Checkout Status |
ELBM |
QR72.A76 2011 |
|
AWBERC Library/Cincinnati,OH |
12/31/2012 |
|
Collation |
xiii, 170 p. : ill. ; 26 cm. |
Notes |
Includes bibliographical references (p. [153]-155) and index. |
Contents Notes |
Are the data normally distributed? -- Describing the normal distribution -- Testing the difference between two groups -- Wat if the data are not normally distributed? -- Chi-square contingency tables -- One-way analysis of variance (anova) -- Post hoc tests -- Is one set of data more variable than another? -- Statistical power and sample size -- One-way analysis of variance (random effects model) : the nested or hierarchical design -- Two-way analysis of variance -- Two-factor analysis of variance -- Split-plot analysis of variance -- Repeated-measures analysis of variance -- Correlation of two variables -- Limits of agreement -- Nonparametric correlation coefficients -- Fitting a regression line to data -- Using a regression line for prediction and calibration -- Comparison of regression lines -- Nonlinear regression : fitting an exponential curve -- Nonlinear regression : fitting a general polynomial-type curve -- Nonlinear regression : fitting a logistic growth curve -- Nonparametric analysis of variance -- Multiple linear regression -- Stepwise multiple regression -- Classification and dendrograms -- Factor analysis and principal components analysis -- Which test to use : table -- Which test to use : key -- Glossary of statistical terms and their abbreviations -- Summary of sample size procedures for different statistical tests. |