modelfree: Model-free estimation of a psychometric function

Local linear estimation of psychometric functions. Provides functions for nonparametric estimation of a psychometric function and for estimation of a derived threshold and slope, and their standard deviations and confidence intervals

Author
Ivan Marin-Franch <imarinfr@indiana.edu>, Kamila Zychaluk <kamila.zychaluk@liverpool.ac.uk>, and David H. Foster <d.h.foster@manchester.ac.uk>
Date of publication
2012-08-09 14:45:26
Maintainer
Kamila Zychaluk <kamila.zychaluk@liverpool.ac.uk>
License
GPL (>= 2)
Version
1.1-1
URLs

View on CRAN

Man pages

01_Miranda
Example 1. Frequency of seeing
02_Levi
Example 2. Visual detection of path deviation
03_Carcagno
Example 3. Discrimination of pitch
04_Xie
Example 4. Discrimination of 'porthole' views of natural...
05_Schofield
Example 5. Induction of a visual motion aftereffect
06_Nascimento
Example 6. Discrimination of image approximations
07_Baker
Example 7. Auditory detection of a gap in noise
bandwidth_bootstrap
Bootstrap estimate of bandwidth
bandwidth_cross_validation
Cross-validation estimate of bandwidth
bandwidth_optimal
Cross-validation estimate of bandwidth for known...
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...
binom_weib
Psychometric function fitting for Weibull link function
bootstrap_ci_sl
Bootstrap estimate of confidence interval for slope...
bootstrap_ci_th
Bootstrap estimate of confidence interval for threshold...
bootstrap_sd_sl
Bootstrap estimate the standard deviation of slope estimation
bootstrap_sd_th
Bootstrap estimate the standard deviation of threshold...
checkinput
Check input parameters of modelfree functions
comploglog_link
Complementary log-log link function with guessing and lapsing...
comploglog_link_private
Complementary log-log link function with guessing and lapsing...
deviance2
Deviance between data and fitted function
locglmfit
Local generalized linear fitting
locglmfit_private
Local generalized linear fitting with usual (non-sparse)...
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

Files in this package

modelfree
modelfree/MD5
modelfree/R
modelfree/R/weibull_link_private.R
modelfree/R/weibull_link.R
modelfree/R/threshold_slope.R
modelfree/R/revweibull_link_private.R
modelfree/R/revweibull_link.R
modelfree/R/probit_link_private.R
modelfree/R/probit_link.R
modelfree/R/loglog_link_private.R
modelfree/R/loglog_link.R
modelfree/R/logit_link_private.R
modelfree/R/logit_link.R
modelfree/R/locglmfit_sparse_private.R
modelfree/R/locglmfit_private.R
modelfree/R/locglmfit.R
modelfree/R/deviance2.R
modelfree/R/comploglog_link_private.R
modelfree/R/comploglog_link.R
modelfree/R/checkinput.R
modelfree/R/bootstrap_sd_th.R
modelfree/R/bootstrap_sd_sl.R
modelfree/R/bootstrap_ci_th.R
modelfree/R/bootstrap_ci_sl.R
modelfree/R/binom_weib.R
modelfree/R/binom_revweib.R
modelfree/R/binom_lims.R
modelfree/R/binom_l.R
modelfree/R/binom_gl.R
modelfree/R/binom_g.R
modelfree/R/binomfit_lims.R
modelfree/R/bandwidth_plugin.R
modelfree/R/bandwidth_optimal.R
modelfree/R/bandwidth_cross_validation.R
modelfree/R/bandwidth_bootstrap.R
modelfree/NAMESPACE
modelfree/man
modelfree/man/weibull_link_private.Rd
modelfree/man/weibull_link.Rd
modelfree/man/threshold_slope.Rd
modelfree/man/revweibull_link_private.Rd
modelfree/man/revweibull_link.Rd
modelfree/man/probit_link_private.Rd
modelfree/man/probit_link.Rd
modelfree/man/loglog_link_private.Rd
modelfree/man/loglog_link.Rd
modelfree/man/logit_link_private.Rd
modelfree/man/logit_link.Rd
modelfree/man/locglmfit_sparse_private.Rd
modelfree/man/locglmfit_private.Rd
modelfree/man/locglmfit.Rd
modelfree/man/deviance2.Rd
modelfree/man/comploglog_link_private.Rd
modelfree/man/comploglog_link.Rd
modelfree/man/checkinput.Rd
modelfree/man/bootstrap_sd_th.Rd
modelfree/man/bootstrap_sd_sl.Rd
modelfree/man/bootstrap_ci_th.Rd
modelfree/man/bootstrap_ci_sl.Rd
modelfree/man/binom_weib.Rd
modelfree/man/binom_revweib.Rd
modelfree/man/binom_lims.Rd
modelfree/man/binom_l.Rd
modelfree/man/binom_gl.Rd
modelfree/man/binom_g.Rd
modelfree/man/binomfit_lims.Rd
modelfree/man/bandwidth_plugin.Rd
modelfree/man/bandwidth_optimal.Rd
modelfree/man/bandwidth_cross_validation.Rd
modelfree/man/bandwidth_bootstrap.Rd
modelfree/man/07_Baker.Rd
modelfree/man/06_Nascimento.Rd
modelfree/man/05_Schofield.Rd
modelfree/man/04_Xie.Rd
modelfree/man/03_Carcagno.Rd
modelfree/man/02_Levi.Rd
modelfree/man/01_Miranda.Rd
modelfree/DESCRIPTION
modelfree/data
modelfree/data/07_Baker.rda
modelfree/data/06_Nascimento.rda
modelfree/data/05_Schofield.rda
modelfree/data/04_Xie.rda
modelfree/data/03_Carcagno.rda
modelfree/data/02_Levi.rda
modelfree/data/01_Miranda.rda