Model-free estimation of a psychometric function


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Documentation for package ‘modelfree’ version 1.1-0

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bandwidth_bootstrap Bootstrap estimate of bandwidth
bandwidth_cross_validation Cross-validation estimate of bandwidth
bandwidth_optimal Cross-validation estimate of bandwidth for known distributions
bandwidth_plugin Plug in estimation of Bandwidth
binomfit_lims Generalized linear model fit with guessing and lapsing rates
binom_g Psychometric function with guessing rate
binom_gl Psychometric function with guessing and lapsing rates
binom_l Psychometric function with lapsing rate
binom_lims Psychometric function with guessing and lapsing rates
binom_revweib Psychometric function fitting for reverse Weibull link function
binom_weib Psychometric function fitting for Weibull link function
bootstrap_ci_sl Bootstrap estimate of confidence interval for slope estimation
bootstrap_ci_th Bootstrap estimate of confidence interval for threshold estimation
bootstrap_sd_sl Bootstrap estimate the standard deviation of slope estimation
bootstrap_sd_th Bootstrap estimate the standard deviation of threshold estimation
checkinput Check input parameters of modelfree functions
comploglog_link Complementary log-log link function with guessing and lapsing rates
comploglog_link_private Complementary log-log link function with guessing and lapsing rates
deviance2 Deviance between data and fitted function
Miranda_Henson Example 1. Frequency of seeing
Levi_Tripathy Example 2. Visual detection of path deviation
Carcagno Example 3. Discrimination of pitch
Xie_Griffin Example 4. Discrimination of 'porthole' views of natural scenes
Schofield_etal Example 5. Induction of a visual motion aftereffect
Nascimento_etal Example 6. Discrimination of image approximations
Baker_etal Example 7. Auditory detection of a gap in noise
locglmfit Local generalized linear fitting
locglmfit_private Local generalized linear fitting with usual (non-sparse) matrices
locglmfit_sparse_private Local generalized linear fitting with sparse matrices
logit_link Logit link function with guessing and lapsing rates
logit_link_private Logit link function with guessing and lapsing rates
loglog_link Log-log link function with guessing and lapsing rates
loglog_link_private Log-log link function with guessing and lapsing rates
probit_link Probit link function with guessing and lapsing rates
probit_link_private Probit link function with guessing and lapsing rates
revweibull_link Reverse Weibull link function with guessing and lapsing rates
revweibull_link_private Reverse Weibull link function with guessing and lapsing rates
threshold_slope Threshold and slope of estimated psychometric function
weibull_link Weibull link function with guessing and lapsing rates
weibull_link_private Weibull link function with guessing and lapsing rates