R: Maximum Likelihood Estimation for Probability Functions from Data Sets

# Maximum Likelihood Estimation for Probability Functions from Data Sets

## Documentation for package ‘EstimationTools’ version 4.0.0

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## 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