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 publication2012-08-09 14:45:26
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 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

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

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