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.
In this case, Cost ( y′ 1:(ˆτj− h+1) (φ) , α ; γ ) equals Cost ( y′ 1:(ˆτj− h)(φ), α/γ ; γ ) + 1 2 ( y′ ˆτj− h+1(φ) − α )2 , where α/γ accounts for the exponential calcium decay
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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.