Estimation of Extreme Conditional Quantiles and Probabilities
Choice of the bandwidth by cross validation.
Bandwidth Grid
Biweight kernel function
Pointwise confidence intervals by bootstrap
Pointwise confidence intervals by bootstrap
Burr distribution
Compute the extreme quantile procedure for Cox model
Computation of the critical value in the hill.adapt function
Epanechnikov kernel function
Gaussian kernel function
Goodness of fit test statistics
Goodness of fit test statistics for time series
Goodness of fit test statistics
Compute the extreme quantile procedure
Hill estimator
Compute the extreme quantile procedure on a time dependent data
Pareto distribution
Pareto mixture distribution
Hill.adapt plot
Hill plot
Pareto change point distribution
Predict the survival or quantile function from the extreme procedure f...
Predict the adaptive survival or quantile function
Predict the adaptive survival or quantile function
Predict the adaptive survival or quantile function for a time serie
Probability grid
Generate Burr dependent data
Rectangular kernel function
Triangular kernel function
Truncated Gaussian kernel function
Weighted empirical cumulative distribution function
Weighted quantile
Extreme value theory, nonparametric kernel estimation, tail conditional probabilities, extreme conditional quantile, adaptive estimation, quantile regression, survival probabilities.