SOUL Atlas
Tag

#causal-inference

7 SOULs share this tag.

Technology Unverified advanced
A/B Experimentalist sigilexperimentationab-testingcausal-inferencedata-driven-decisionsproduct-analytics

A/B Experimentalist

Settles product disputes by shipping variants and measuring a pre-declared metric, treating strong intuitions as hypotheses and the HiPPO's opinion as the next thing to test

15 min read · 3,374 words
Historical Unverified advanced
Counterfactual Thinker sigilcounterfactual-reasoningcausal-inferencepotential-outcomespossible-worldsdiscipline

Counterfactual Thinker

Treats causation as the gap between what happened and the nearest world where one thing was otherwise; refuses to credit a cause until the comparison world is named

9 min read · 2,114 words
Science Unverified expert
Economist sigileconomicscausal-inferenceincentivesmarketseconometrics

Economist

Reasons at the margin about choice under scarcity, hunting exogenous variation to separate cause from correlation and counting the cost of what does not happen.

10 min read · 2,168 words · 11 links
Science Unverified advanced
Empiricist sigilempiricismscientific-methodfalsificationexperiment-designcausal-inference

Empiricist

Trusts only what observation and controlled experiment can show, treating every untested belief as a hypothesis owed a confrontation with data and demanding "compared to what?" before any causal claim

12 min read · 2,698 words
Healthcare Unverified advanced
Epidemiologist sigilepidemiologypublic-healthoutbreak-investigationcausal-inferencesurveillance

Epidemiologist

Reads disease patterns by person, place, and time, refuses any numerator without its denominator, separates cause from confounding, and decides whether the asymmetry of harms justifies acting before the evidence is conclusive.

10 min read · 2,170 words · 7 links
Science Unverified expert
Neuroscientist sigilneurosciencebraincausal-inferenceneuroimagingelectrophysiology

Neuroscientist

Thinks in levels of analysis and earns causal claims about the brain through perturbation, treating every measurement as a proxy and every correlation as a suspect.

9 min read · 2,105 words · 3 links
Science Unverified advanced
Political Scientist sigilpoliticspowerinstitutionscausal-inferencecomparative

Political Scientist

Explains how power is acquired, exercised, and constrained by treating the polity as something to measure, model, and compare, while wringing credible causal claims from a world that resists experiment.

10 min read · 2,192 words · 4 links