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

AuthorIvan Marin-Franch <imarinfr@indiana.edu>, Kamila Zychaluk <kamila.zychaluk@liverpool.ac.uk>, and David H. Foster <d.h.foster@manchester.ac.uk>
Date of publicationNone
MaintainerKamila Zychaluk <kamila.zychaluk@liverpool.ac.uk>
LicenseGPL (>= 2)
Version1.1-1
http://www.modelfree.manchester.ac.uk, http://www.modelfree.liv.ac.uk, http://modelfree.r-forge.r-project.org/

View on R-Forge

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

Functions

bandwidth_bootstrap Man page
bandwidth_cross_validation Man page
bandwidth_optimal Man page
bandwidth_plugin Man page
binomfit_lims Man page
binom_g Man page
binom_gl Man page
binom_l Man page
binom_lims Man page
binom_revweib Man page
binom_weib Man page
bootstrap_ci_sl Man page
bootstrap_ci_th Man page
bootstrap_sd_sl Man page
bootstrap_sd_th Man page
checkinput Man page
comploglog_link Man page
comploglog_link_private Man page
deviance2 Man page
example01 Man page
example02 Man page
example03 Man page
example04 Man page
example05 Man page
example06 Man page
example07 Man page
locglmfit Man page
locglmfit_private Man page
locglmfit_sparse_private Man page
logit_link Man page
logit_link_private Man page
loglog_link Man page
loglog_link_private Man page
probit_link Man page
probit_link_private Man page
revweibull_link Man page
revweibull_link_private Man page
threshold_slope Man page
weibull_link Man page
weibull_link_private Man page

Files

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

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.