Maximum Likelihood Estimation for Probability Functions from
Data Sets
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Documentation for package ‘EstimationTools’ version 4.0.0
Help Pages
| bootstrap_maxlogL | Bootstrap computation of standard error for 'maxlogL' class objects. |
| coef.maxlogL | Extract Model Coefficients in a 'maxlogL' Fits |
| coefMany | Extract Model Coefficients in a 'maxlogL' Fits |
| Fibers | Tensile strengths |
| gauss_quad | Numerical integration through Gaussian Quadrature |
| half_norm_key | Half normal key function |
| hazard_fun | Hazard functions in 'maxlogL' framework |
| hazard_rate_key | Hazard rate key function |
| integration | Integration |
| interp.options | Configure various aspects of interpolating function in 'TTT_hazard_shape' |
| is.EmpiricalTTT | Is return of any object of 'EstimationTools'? |
| is.HazardShape | Is return of any object of 'EstimationTools'? |
| is.maxlogL | Is return of any object of 'EstimationTools'? |
| legend.HazardShape | Customize legend for 'plot.HazardShape' outputs |
| loess.options | Configure various aspects of LOESS in 'TTT_hazard_shape' |
| logit_link | Logit link function (for estimation with 'maxlogL' object) |
| log_link | Logarithmic link function (for estimation with 'maxlogL' object) |
| maxlogL | Maximum Likelihood Estimation for parametric distributions |
| maxlogLreg | Maximum Likelihood Estimation for parametric linear regression models |
| NegInv_link | Negative inverse link function (for estimation with 'maxlogL' object) |
| oefficients | Extract Model Coefficients in a 'maxlogL' Fits |
| plot.EmpiricalTTT | Plot method for 'EmpiricalTTT' objects |
| plot.HazardShape | Plot of 'HazardShape' objects |
| predict.maxlogL | Predict Method for 'maxlogL' Fits |
| print.HazardShape | Print method for 'HazardShape' objects |
| reduction_cells | Reduction cells |
| residuals.maxlogL | Extract Residuals from 'maxlogL' model. |
| summary.maxlogL | Summarize Maximum Likelihood Estimation |
| summate | Summation of One-Dimensional Functions |
| TTTE_Analytical | Empirical Total Time on Test (TTT), analytic version. |
| TTT_hazard_shape | Hazard Shape estimation from TTT plot |
| TTT_hazard_shape.EmpiricalTTT | Hazard Shape estimation from TTT plot |
| TTT_hazard_shape.formula | Hazard Shape estimation from TTT plot |
| uniform_key | Uniform key function |