A selective inference framework computes finite-sample p-values and confidence intervals with correct selective coverage for spikes estimated from calcium imaging under an exponential decay model.
Both terms can be computed in O(|Cˆτj |) = O(h) operations using Observation 1; moreover, the summation will take O(1) operations according to Observation 2
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Quantifying uncertainty in spikes estimated from calcium imaging data
A selective inference framework computes finite-sample p-values and confidence intervals with correct selective coverage for spikes estimated from calcium imaging under an exponential decay model.