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Biostatistics
| Question | Answer |
|---|---|
| Continuous Data | Data is provided by some type of measurement which has unlimited options of continuous data Two types: Ratio data & interval data |
| Ratio Data | Equal difference between values, with a true, meaningful zero Ex = age, height, weight, BP, time |
| Interval Data | Equal difference between values, but without a meaningful zero Ex = Celsius and Fahrenheit temperature scales |
| Discrete (Categorical) Data | Data fits into a limited number of categories Two types: Nominal and Ordinal |
| Nominal Data | Categories are in an arbitrary order Ex = gender, ethnicity, marriage status |
| Ordinal Data | Categories are ranked in a logical order, but the difference between categories is not equal Ex = NYHA Functional Status, 0-10 pain scale |
| Characteristics of Gaussian Distribution | 68% of the values fall within 1 SD, 95% fall within 2 SDs of the mean |
| Type 1 and 2 Errors | Null Hypothesis is true AND accepted = correct conclusion Null Hypothesis is true AND rejected = Type 1 (false +) Null Hypothesis is false AND accepted = Type 2 (false -) Null Hypothesis is false AND rejected = correct conclusion |
| Risk | # of subjects in group with unfavorable event / total # of subs in group |
| Relative Risk | Risk in treatment group / risk in control group |
| Relationship between Relative Risk & Relative Risk Reduction | RR = AS likely (vs the control) RRR = LESS likely (vs the control) Therefore: RR + RRR = 100% |
| NNT/NNH | Use same formula: 1/(risk in control group - risk in tx group) OR 1/ARR **Always round UP NNT and round DOWN NNH** |