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110519s2011 nju eng |
| 020 |
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|a 0470559306 (paperback : alk. paper)
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| 020 |
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|a 9780470559307 (paperback : alk. paper)
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| 050 |
0 |
0 |
|a QR72
|b .A76 2011
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| 090 |
0 |
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|a QR72
|b .A76 2011
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| 100 |
1 |
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|a Armstrong, Richard A. ,
|e author
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| 245 |
1 |
0 |
|a Statistical analysis in microbiology :
|b statnotes
|c Richard A. Armstrong and Anthony C. Hilton
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| 246 |
3 |
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|a Statnotes
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| 260 |
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|a Hoboken, New Jersey :
|b Wiley-Blackwell Publication ,
|c c2011
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| 300 |
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|a xiii, 170 p. :
|b ill. ;
|c 25 cm.
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| 504 |
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|a Includes bibliographical references (p. [153]-155) and index
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| 505 |
0 |
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|a 1. Are the data normally distributed? -- 2. Describing the normal distribution -- 3. Testing the difference between two groups -- 4. Wat if the data are not normally distributed? -- 5. Chi-square contingency tables -- 6. One-way analysis of variance (anova) -- 7. Post hoc tests -- 8. Is one set of data more variable than another? -- 9. Statistical power and sample size -- 10. One-way analysis of variance (random effects model) : the nested or hierarchical design -- 11. Two-way analysis of variance -- 12. Two-factor analysis of variance -- 13. Split-plot analysis of variance -- 14. Repeated-measures analysis of variance -- 15. Correlation of two variables -- 16. Limits of agreement -- 17. Nonparametric correlation coefficients -- 18. Fitting a regression line to data -- 19. Using a regression line for prediction and calibration -- 20. Comparison of regression lines -- 21. Nonlinear regression : fitting an exponential curve -- 22. Nonlinear regression : fitting a general polynomial-type curve -- 23. Nonlinear regression : fitting a logistic growth curve -- 24. Nonparametric analysis of variance -- 25. Multiple linear regression -- 26. Stepwise multiple regression -- 27. Classification and dendrograms -- 28. Factor analysis and principal components analysis -- 29. Which test to use : table -- 30. Which test to use : key -- 31. Glossary of statistical terms and their abbreviations -- 32. Summary of sample size procedures for different statistical tests
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| 520 |
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|a Based on the highly successful STATNOTES articles published in Microbiologist by the Society for Applied Microbiology, this book presents the most useful statistical tests in a clear way by applying them to real experiments in microbiology, meeting the need for a book devoted to data analysis in the field
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| 650 |
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0 |
|a Microbiology
|x Statistical methods
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| 700 |
1 |
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|a Hilton, Anthony C. ,
|e author
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| 999 |
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|a 1000139665
|b Book
|c OPEN SHELF (30 DAYS)
|e Tembila Campus
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| 999 |
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|a 1000142438
|b Book
|c OPEN SHELF (30 DAYS)
|e Tembila Campus
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