inough report
Inattention detection for long psychophysical tasks.
Glossary
LZ
Lempel-Ziv complexity of the response sequence.
LZ ≈ 1
: cannot be differentiated from random.
LZ << 1
: visible pattern in responses (stereotypy).
Chunk
Contiguous window of consecutive trials tested for a local accuracy dip.
Chunk type
inattention
— significant after FDR + lfdr; real lapse
spurious
— significant but start was lucky-correct; trimmed
blank
— tested, not significant
Bailout
Participant excluded before chunk analysis.
lz
— response sequence too stereotyped
chance
— accuracy at or below chance
lfdr
Local false discovery rate (Bayesian, LZ-informed). Smaller = stronger evidence the chunk is a real lapse.
Lag-1 response
Correlation between consecutive responses.
Rolling mean
Sliding-window average across trials.
Δacc (−chunks)
Accuracy with flagged chunks removed, minus raw accuracy.
Status
LZ (low first)
LZ (high first)
% Flagged
Accuracy (low first)
Chunks (most first)
ID
ID
Acc
LZ
Ch
Flag%
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