Closed jasongong11 closed 2 years ago
looks like decision bias "z" is biasing the response. To generate unbiased dataset, should set z to be 0.5. However, it is still intersting that most of time generate random parameters is setting z to be biased toward correct response.
When specifying drift rate equals to 0, the generated data has biased response toward correct response (response == 1). I would assume the probability of correct response and error response would be equal when the drift rate is 0. However, this does not seem to be the case in simulated datasets.
I tried generate from cdf. I wonder if this issue is going to influence the MC sampling process.
To reproduce:
However, it seems the estimated drift rate is not biased as the probability of response.