Brian Locke

Conditional Independence: - If decision to treat is conditionally independent of the pote...

Linear regression is the only one where variance is independent from the mean --> thus, we don't rely on residuals...

AKA Event history analysis, time-to-event analysis Why needed? Relative risks (the ratio of the cumulative incidences in each...

Logistic regression visual explainer: https://mlu-explain.github.io/logistic-regression/ Statquest series: https://statques...

visual explainer: https://mlu-explain.github.io/linear-regression/ Used to model continuous outcomes (e.g. ...

Narrative review: not structured but on 1 topic Subset: SR: identifies all relevant studies, synthesizes ...

Airways - 8x higher failure rate (13x fatal) -> generally anesthesia does airway Decreased FRC. Differences: He...

Physics Parameters controlled by settings on the machine power output (higher = higher amplitude reflected signals. Li...

Types of Missing completely at random (MCAR): data is missing unrelated to any characteristic of the subject or ...

Categorizing shock: alt Preschock normotensive Hypoperfusion Preshock hypotensive normoperfusion LV-dominant RV-dom...

Bayesian Data Analysis Note: Bayesian data analysis not not necessarily defined by the use of Bayes' theorem (...

HBO2 = 60 or so centers in US that are able to do critical care hyperbaric medicine. (800-900 centers can do hyperbari...

"PHS 398" -> google gives DHHS instructions (sometimes updated) Examples: NIH reporter website shows funded grants. - https://r...

Organization of notes: PCCM Procedures Evidence Based Medicine EBM Medical Education

Prior: distribution of our beliefs about a parameter of interest before doing the study. More informative (meaning, you a...

All data: has primary purpose (why it was collected) and may have secondary use (e.g. research in EMR data). It is important to...

Fundamental logic: randomized controlled trials estimate the average treatment effect for a population under study, not for ...

Definitions: Must be related to the likelihood of exposure - either directly or through association with somethi...

Prediction / Diagnosis Approach Something can be predictive (through strong association) but not causal (mea...

Effect of one risk factor on the outcome changes in the presence of another risk factor Aka interaction, effect measure mod...