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Advanced causal inference · LEARNING RESOURCE COLLECTION

Elm 1: define the causal question and inspect confounding

Advanced causal reasoning · Distinguish an observed association from an intervention effect before adjusting a table.

Existing companion activity · Educational depth review pending

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Start with an estimand

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The missing comparison

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A stratified fictional table

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Your attempt

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Worked solution

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Sketch assumptions before selecting variables

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Positivity and measurement exercise

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Review and explain

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Authoritative reference

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