summary.TML
(Package: RobustAFT) :
Summarizing Truncated Maximum Likelihood regression
Summary and print methods for R object of class "TML" and print method for the summary object. Further, methods fitted(), residuals(), weights() or update() work (via the default methods), and coef(), vcov() have explicitly defined TML methods.
● Data Source:
CranContrib
● Keywords:
● Alias: coef.TML, print.TML, print.summary.TML, summary.TML, vcov.TML
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TML.censored
(Package: RobustAFT) :
Truncated Maximum Likelihood Regression With Censored Observations
This function computes the truncated maximum likelihood estimates of accelerated failure time regression described in Locatelli et al. (2010). The error distribution is assumed to follow approximately a Gaussian or a log-Weibull distribution. The cut-off values for outlier rejection are fixed or adaptive.
● Data Source:
CranContrib
● Keywords: Accelerated Failure Time, Regression, Robust
● Alias: TML.censored
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TML1.noncensored
(Package: RobustAFT) :
Truncated Maximum Likelihood Estimates of Location and Scale
This functions computes the truncated maximum likelihood estimates of location and scale described in Marazzi and Yohai (2004). It assumes that the error distribution is approximately Gaussian or log-Weibull. The cut-off values for outlier rejection are fixed or adaptive. This function is a simplified version of TML.noncensored for the case without covariates.
● Data Source:
CranContrib
● Keywords: Accelerated Failure Time, regression, robust, univar
● Alias: TML1.noncensored
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TML1.noncensored.control
(Package: RobustAFT) :
Control Parameters forTruncated Maximum Likelihood Estimation
Auxiliary function for TML1.noncensored. Typically only used internally by TML1.noncensored, but may be used to construct a control argument. This function provides default values.
● Data Source:
CranContrib
● Keywords:
● Alias: TML1.noncensored.control
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plot.TML
(Package: RobustAFT) :
Plot Method for "TML" objects
Diagnostic plots for elements of class "TML". Three plots (selectable by which) are currently available: a residual Q-Q plot, a plot of response against fitted values and a plot of standardized residuals against fitted values.
● Data Source:
CranContrib
● Keywords:
● Alias: plot.TML
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Auxiliary function for TML1.noncensored. Typically only used internally by TML1.noncensored, but may be used to construct a control argument. This function provides default values.
● Data Source:
CranContrib
● Keywords: misc
● Alias: TML1.noncensored.control.S
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TML.censored.control.ref
(Package: RobustAFT) :
Control parameters for the refinement IRLS algorithm of the TML.censored initial S-estimates
Auxiliary function for TML.censored. Typically only used internally by TML.censored, but may be used to provide a control argument. This function provides default values.
● Data Source:
CranContrib
● Keywords:
● Alias: TML.censored.control.ref
●
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TML.noncensored.control
(Package: RobustAFT) :
Control Parameters for Truncated Maximum Likelihood Regression
Control parameters for TML.noncensored. Typically only used internally by TML.noncensored, but may be used to construct a control argument. This function provides default values.
● Data Source:
CranContrib
● Keywords:
● Alias: TML.noncensored.control
●
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TML.censored.control.S
(Package: RobustAFT) :
Control parameters for the computation of the initial S estimates in TML.censored
Auxiliary function for TML.censored. Typically only used internally by TML.censored, but may be used to provide a control argument. This function provides default values.
● Data Source:
CranContrib
● Keywords:
● Alias: TML.censored.control.S
●
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TML.censored.control.tml
(Package: RobustAFT) :
Control parameters for the IRLS algorithm of the final TML.censored estimates
Auxiliary function for TML.censored. Typically only used internally by TML.censored, but may be used to provide a control argument. This function provides default values.
● Data Source:
CranContrib
● Keywords:
● Alias: TML.censored.control.tml
●
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