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- function [px,ci,resnorm,simres]=fitdata1pv(stimrep)
- % input stimrep : stimulus and response
- % output px : parameters of the model kmodel(p,stimrep)
- % output ci : confidence interval of px
- %
- % fit wrapper for the two-stage model published in
- % Petzschner FH, Glasauer S. Iterative bayesian estimation as an explanation for range and regression effects: a study on human path integration. J Neurosci. 2011 Nov 23;31(47):17220-9.
- %
- % S.Glasauer 2011/2021
- p0=1;lb=0;
- [px,resnorm,residual,~,~,~,jacobian]=lsqnonlin(@(p)kmodel1pv(p,stimrep),p0,lb);
- ci=nlparci(px,residual,'jacobian',jacobian);
- [~,~,~,simres]=kmodel1pv(px,stimrep);
- % simres=stimrep(:,2)-kmodel(px,stimrep);
- end
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