Essential medical statistics / Betty R. Kirkwood, Jonathan A.C. Sterne.
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| Year of Publication: | 2003 |
| Edition: | 2nd ed. |
| Language: | English |
| Online Access: | |
| Physical Description: | x, 501 p. :; ill. |
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Table of Contents:
- Using this book
- Defining the data
- Displaying the data
- Means, standard deviations and standard errors
- The normal distribution
- Confidence interval for a mean
- Comparison of two means: confidence intervals, hypothesis tests and P-values
- Using P-values and confidence intervals to interpret the results of statistical analyses
- Comparison of means from several groups: analysis of variance
- Linear regression and correlation
- Multiple regression
- Goodness of fit and regression diagnostics
- Transformations
- Probability, risks and odds (of disease)
- Proportions and the binomial distribution
- Comparing two proportions
- Chi-squared tests for 2 x 2 and larger contingency tables
- Controlling for confounding: stratification
- Logistic regression: comparing two or more exposure groups
- Logistic regression: controlling for confounding and other extensions
- Matched studies
- Longitudinal studies, rates and the Poisson distribution
- Comparing rates
- Poisson regression
- Standardization
- Survival analysis: displaying and comparing survival patterns
- Regressional analysis of survival data
- Likelihood
- Regression modelling
- Relaxing model assumptions
- Analysis of clustered data
- Systematic reviews and meta-analysis
- Bayesian statistics
- Linking analysis to study design: summary of methods
- Calculation of required sample size
- Measurement error: assessment and implications
- Measures of association and impact
- Strategies for analysis
- Appendix: statistical tables.