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Parametric I/R Cross Over 2 |
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Parametric I/R Cross Over 3+ |
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Parametric I/R 3+ Where is the difference? |
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MCM (Multiple Comparison Method) |
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Parametric I/R Correct for portential confounders. |
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McNemar's Chi-Square Chi-Square |
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YCF (Yates Correction Factor for Chi-square) - Better than X2 when data is arranged in 2x2. FET (Fisher's Exact Test)-Used when total observations <40 or when <5 in a single "cell" Logistic Regression-NOT derived from chi-square |
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Chochran Mantel Haenszel Chi-square |
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Makes the curve: Actuarial method (~meh) Kaplan-Meier Method (better)
Analyze the curve: Cox-proportional Hazards Cochran Mantel Haenszel Log-rank (when censored observations occur) |
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Mantel Haenszel Test Der-Simonian and Laird Method |
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Prospective [a/(a+b)] / [c/(c+d)] >1 = outcome is increased <1 = outcome is decreased |
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Retrospective (a*d)/(b*c) >1 = outcome is increased <1 = outcome is decreased |
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Correlation is 0 or 1 or -1 better? |
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Closer to 1 or -1 means correlation. Cloers to 0 means not correlated |
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Pearson's Product Moment 'r' |
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Spearman Rank coefficient |
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Regression analysis Linear |
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Provides mathematical relationship between variables: (y=mx + b) |
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Regression analysis Non-Linear |
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Provides mathematical relationship between variables: Logistical Regression Log-linear analysis |
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(#new cases) / (#patients available) |
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ARR (Absolute Risk reduction) |
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AR(control) - AR(exposure) or AR(control) - AR(exposure) |
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Ordinal/Non-normal IR Cross Over 2 |
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Ordinal/Non-normal IR Cross Over 3+ |
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Ordinal/Non-normal IR Parallel 2 |
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Mann-Whitney U test
Provides U value that p-value is derived from |
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Ordinal/Non-normal IR Parallel 3+ |
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Independent Cumulative Frequency test |
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Cochran Mantel Haenszel Chi-Square |
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Used in: 2x2 over time, survival analysis,Meta Analysis Can adjust for confounding factors |
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