Part 4 – Multiverse and preregistration

Slides. Open the deck at this part in its own tab, or follow it on the slides page.

Part 4 reads the chart that the class built, treats the idea of a multiverse at length, and closes on the analysis you preregister in your report before running it.

Work through What you do Timing
Slides, the multiverse tutorial, with The multiverse and its critics as the companion Your own small multiverse; where the idea comes from; the garden of forking paths; filters for inclusion; enumeration and curation; purposes of a multiverse; decomposing the variance by fork; reading a specification curve. 20 minutes
Multiverse and slides The exploratory dots from the class against the full curve and the five analysts; your bet on which choice moves estimates most, then the decomposition; where the analysts are placed on the claim-aligned grid; the sign flips by estimator and sample. 20 minutes
try_spec() on the Browser lab page Rerun the specification you submitted, then read off your own percentile among the 840 specifications and send it when the facilitator says go. 5 minutes
Reading a specification curve and slides What the curve leaves out; description and inference, the two jobs that a curve can do; the dependence among the 840 estimates, which means that they are not 840 tests; the permutation design and reading a curve-level test; what stands without the test. Then the discussion. 15 minutes
Slides The three critical positions, the argument that a fully specified question has one correct analysis, and what preregistration settles and what it leaves open. 10 minutes
The report skeleton in the workspace, or Browser lab Task 5 Complete the preregistration block before you run anything, translate it into model syntax yourself, run it, and submit with report_result(). Your declared result is drawn on the chart as a filled circle. 15 minutes
Slides Two points from the literature, the single analytical path, and what you take with you. 5 minutes

By the end of the part you have your own percentile in the 840-specification grid, one specification fixed in the preregistration block of your report before it was run, and a report that contains the result of that specification, together with an answer to what the curve you joined does and does not establish.