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