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Here I describe a simple way to reconstruct pupil-size data during eye blinks. Blinks are detected using a velocity threshold and reconstructed using cubic-spline interpolation. Although it is debatable whether this reconstruction procedure is theoretically meaningful, it has considerable practical benefits during analysis and data presentation, compared to treating blinks as periods of missing data.
Sebastiaan Mathôt (Tue,) studied this question.