allensdk.brain_observatory.behavior.dprime module

allensdk.brain_observatory.behavior.dprime.get_catch_responses(correct_reject=None, false_alarm=None, aborted=None)[source]
allensdk.brain_observatory.behavior.dprime.get_dprime(hit_rate, fa_rate, sliding_window=100)[source]

calculates the d-prime for a given hit rate and false alarm rate https://en.wikipedia.org/wiki/Sensitivity_index Parameters ———- hit_rate : float

rate of hits in the True class
fa_rate : float
rate of false alarms in the False class
limits : tuple, optional
limits on extreme values, which distort. default: (0.01,0.99)

d_prime

allensdk.brain_observatory.behavior.dprime.get_false_alarm_rate(correct_reject=None, false_alarm=None, aborted=None, sliding_window=100)[source]
allensdk.brain_observatory.behavior.dprime.get_go_responses(hit=None, miss=None, aborted=None)[source]
allensdk.brain_observatory.behavior.dprime.get_hit_rate(hit=None, miss=None, aborted=None, sliding_window=100)[source]
allensdk.brain_observatory.behavior.dprime.get_rolling_dprime(rolling_hit_rate, rolling_fa_rate, sliding_window=100)[source]
allensdk.brain_observatory.behavior.dprime.get_trial_count_corrected_false_alarm_rate(correct_reject=None, false_alarm=None, aborted=None, sliding_window=100)[source]
allensdk.brain_observatory.behavior.dprime.get_trial_count_corrected_hit_rate(hit=None, miss=None, aborted=None, sliding_window=100)[source]
allensdk.brain_observatory.behavior.dprime.trial_number_limit(p, N)[source]