Model-free estimation of a psychometric function


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Documentation for package ‘modelfree’ version 1.1-1

Help Pages

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
example01 Example 1. Frequency of seeing
example02 Example 2. Visual detection of path deviation
example03 Example 3. Discrimination of pitch
example04 Example 4. Discrimination of 'porthole' views of natural scenes
example05 Example 5. Induction of a visual motion aftereffect
example06 Example 6. Discrimination of image approximations
example07 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