Functions implementing MLE,its bias reduction for small samples and related issues


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Documentation for package ‘debias’ version 0.1.9

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debias Bias Reduction of Small Sample MLE and Related Functions
HRBU Unbias factors for Weibull MLE
MLEln2p_cpp Lognormal 2-parameter MLE calculation.
MLEw2pBounds Likelihood Ratio Bounds for Weibull
MLEw2pContour Likelihood Contour for Weibull
MLEw2p_abrem Weibull 2-parameter MLE calculation using differentiation of the likelihood function to separate the parameters for more direct determination.
MLEw2p_cpp Weibull 2-parameter MLE calculation.
MLEw2p_optim Weibull 2-parameter MLE calculation using the default Simplex algorithm in optim
MLEw3p_secant Weibull 3rd parameter fitting by optimization of the Maximum Likelihood
RBAbeta Reduced Bias Adjustment for Weibull MLE
RBAsigma Reduced Bias Adjustment for lognormal MLE