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choiceRT_ddm with non-response/censored data #164

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nathanb0215 opened this issue Jun 25, 2024 · 0 comments
Open

choiceRT_ddm with non-response/censored data #164

nathanb0215 opened this issue Jun 25, 2024 · 0 comments

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@nathanb0215
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Hello, this is my first post on GitHub, so apologies if this is not what the Issues section is meant for. Please feel free to redirect me elsewhere if there is a better place to ask this question. I am attempting to fit a DDM to data from a go/no-go task, where during no-go trials, the correct response was for the participant to not respond and let the trial timeout. This has resulted in most no-go trials have a response time of 0. I have not been able to successfully implement the choiceRT_ddm function with this data. I have tried to fit a model with only Go trial data, but receive errors in that approach. I was able to fit a model by replacing 0 response times with random values between 0.1 and 0.9, so I know that it is an issue with my data and not a computational issue. Is there an approach in hBayesDM that can handle censored data like I have in my dataset? Or handle a single choice DDM looking at only the Go trials? Thanks!

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