Man pages for akcochrane/TEfits
Time-evolving model fits
| anstrain | Perceptual learning data |
| anstrain_s1 | Perceptual learning data from one participant |
| coef.TEfit | Extract coefficients from a TEfit model |
| fitted.TEfitAll | Get fitted values and summary statistics from a set of TEfit... |
| inv_logit | Inverse logistic transformation |
| plot.TEfit | Plot a TEfit |
| plot.TEfitAll | Plot a collection of models fit by TEfitAll() |
| residuals.TEfit | Extract residuals from a TEfit model |
| simulate.TEfit | Simulate from a TEfit, assuming multivariate gaussian... |
| summary.TEfit | Summarize a time-evolving fit |
| summary.TEfitAll | Summarize a collection of time-evolving fits |
| TEbrm | Fit a time-evolving model with Stan using brms |
| TEbrm_advi | Run a brm model with ADVI |
| tef_acc2dprime | Convert an ordered vector of accuracies to d-prime |
| tef_applyWDM | Calculate the Wiener negative log likelihood of a vector of... |
| tef_bootList | Make a list of parameters for resampling a TEfit model |
| tef_change_expo3 | Construct a 3-parameter exponential function of change |
| tef_change_gam | Construct a by-time Generalized Additive Model formula |
| tef_change_power3 | Construct a 3-parameter power function of change |
| tef_change_power4 | Construct a 4-parameter power function of change |
| tef_change_weibull | Construct a 4-parameter Weibull function of change |
| tef_checkPars | Check for bound hitting and other undesireable outcomes... |
| tef_control | Get control parameters for a TEfit model |
| tef_err | Calculate error for TEFit::tef_fitErr |
| tef_fitAll2brms | Refit a TEfitAll model with brms |
| tef_gaussRBF | From a numeric vector, get a set of weight vectors... |
| tef_getRanefForm | Extract group-level regressions from a multilevel model... |
| TEfit | Fit a time-evolving model (nonlinear regression by minimizing... |
| TEfitAll | Fit several time-evolving regression models |
| TEfits | TEfits: Time-evolving model fits |
| tef_link_logistic | Construct a logistic link function parameterized with... |
| tef_link_weibull | Construct a weibull link function parameterized with... |
| tef_mono_expo | Create an integer vector coding a saturating function of time |
| tef_parseParFormula | Parse a parameter-level formula for a TEfit model |
| tef_penalizedErr | Penalize error for being close to a boundary |
| tef_rlm_boot | Bootstrapped robust linear model |
| tef_runningMean | 1-dimensional Gaussian smoothing |
| tef_subsetCorrel | Find mean correlations of subsets of vectors |
| tef_windowWDM | Find a data frame of Wiener Diffusion Model parameters |
| TEglm | Generalized linear model with nonlinear time predictor |
| TEglmem | Generalized linear mixed-effects model with nonlinear time... |
| TEhelp | Get help for the TEfits package |
| TElm | [Robust] linear model with nonlinear time predictor |
| TElmem | Linear mixed-effects model with nonlinear time random effects |
| time_basisFun_df | Construct basis functions |
| time_basisFun_formula | Construct a formula with basis functions over time |
| time_basisFun_mem | Fit a mixed-effects model with a set of by-time basis... |
