Maximum Likelihood Estimation for Probability Functions from Data Sets


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Documentation for package ‘EstimationTools’ version 2.1.0

Help Pages

bootstrap_maxlogL Bootstrap computation of standard error for 'maxlogL' class objects.
Fibers Tensile strengths
Hazard_Shape Summary of 'HazardShape' objects
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'?
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)
plot.EmpiricalTTT Plot method for 'EmpiricalTTT' objects
plot.HazardShape Plot of 'HazardShape' objects
predict.maxlogL Predict Method for 'maxlogL' Fits
summary.maxlogL Summarize Maximum Likelihood Estimation
TTTE_Analytical Empirical Total Time on Test (TTT), analytic version.
TTT_hazard_shape Hazard Shape estimation from TTT plot