development:best_practices_estimation
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development:best_practices_estimation [2016/04/20 09:15] schuemie |
development:best_practices_estimation [2016/04/20 09:17] schuemie |
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| - | * Make all analysis code available as open source | + | * Make all analysis code available as **open source** |
| - | * Validate all code used to produce estimates. Possible options are | + | * **Validate** all code used to produce estimates. The purpose of validation is to ensure the code is doing what we require it to do. Possible options are: |
| * Unit testing | * Unit testing | ||
| * Simulation | * Simulation | ||
| Line 21: | Line 21: | ||
| * Code review | * Code review | ||
| - | * Include negative controls (exposure-outcome pairs where we believe there is no effect) | + | * Include **negative controls** (exposure-outcome pairs where we believe there is no effect) |
| - | * Produce calibrated p-values | + | * Produce **calibrated p-values** |
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| - | * Include a risk window just prior to start of exposure to detect time-varying confounding (e.g. contra-indications, protopathic bias) | + | * Include a **risk window just prior to start of exposure** to detect time-varying confounding (e.g. contra-indications, protopathic bias) |
development/best_practices_estimation.txt ยท Last modified: 2020/03/09 05:18 by schuemie
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