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Means |
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Estimating single mean, hypothesis testing of 2 & >2 means (paired and unpaired samples, repeated measurements, ANCOVA) |
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Proportions |
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Estimating a single proportion, hypothesis testing of two proportions (equal & unequal), matched paired designs |
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Agreement |
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Kappa, Intra-class correlation coefficient (ICC) |
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Diagnostic Tests |
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Sensitivity, Specificity, PPV, Positive & Negative likelihood ratios |
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Regression Methods |
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Simple correlation & regression, simple & multiple logistic regressions |
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Survival Analysis |
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Log-rank test, Cox regression, Exponential survival curves |
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Cluster Designs |
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Estimation (continuous & binary), comparison of means, proportions & incidence rates (matched & unmatched) |
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Equivalence Study |
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Paired & unpaired tests for means and proportions |
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Epidemiological Designs |
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Cohort, unmatched and matched case-control studies |
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Clinical trials |
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Comparison of Means and Proportions, Superiority trials, Equivale nce /Bio equivalence, Non inferiority trials from parallel and Crossover designs |
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non-Parametric |
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Sign test, will coxon signed rank test, Nann-whitney U test |