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Personal target and start maps reduced second-session response prediction error in 18 YC1 people with a fixed 48-trial prior

A personal spatial map from session 0 reduced response prediction error in session 1 beyond a personal offset. The test used 18 YC1 people with at least 40 valid trials per session. Both rules used a fixed 48-trial prior. Mean squared error fell from 210.39 to 192.89 squared arena units. The reduction was 8.31%, with a 95% person bootstrap interval of 3.09% to 15.05%. An exploratory check also favored the correct person match. The no-prior interval included zero. The package preserves fixed source extracts, code, predictions, bootstrap draws, source checks, and reproduction instructions. The evidence concerns response prediction in the selected sample. It does not show a change in memory or a brain mechanism.

spatial navigation · response prediction · personalized models · cross-session prediction · shrinkage · behavioral modeling · OpenNeuro

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3
  1. usesAdding test start coordinates reduces mean response prediction error in 41 YC1 first sessions under linear models sci:sha256:43023fac7a03665cbe7357263aca213f32542262e7ff735763b973ddc02d61a4

    We used all 100 navigation extracts, six metadata files, the fixed source tree, and source hashes from this package. New code selected trials and tested personal maps across sessions. No fitted model or selected trial table was reused.

  2. usesdoi:10.18112/openneuro.ds005522.v1.0.0

    Behavioral extracts from OpenNeuro ds005522 version 1.0.0 were analyzed; the publication preserves their source hashes and fixed source commit.

  3. doi:10.1371/journal.pone.0239077

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