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Stephan Kolassa
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What you are trying to do (if I understand you correctly), is to model the probability of the stimulus being seen by a Weibull distribution... but with the Weibull parameters depending on a covariate, i.e., its size. So you are really doing a so-called "Weibull regression". The weibreg() function in the eha package looks like it should do what you want.

Stephan Kolassa
  • 130.7k
  • 22
  • 264
  • 497