Monotonize Point and Interval Functional Estimates by Rearrangement
Local Constant Estimator for Conditional Mean Functions
Local Constant Estimator for Conditional Quantile Functions
Lines Method for Simultaneous Confidence Intervals
Local Linear Regression Methods for Conditional Mean Functions
Local Linear Regression Methods for Conditional Quantile Functions
Plot Method for Simultaneous Confidence Intervals
Points Method for Simultaneous Confidence Intervals
polygon Method for Simultaneous Confidence Intervals
Rearrangement of Simultaneous Confidence Intervals
Point and Interval Rearrangement
Rearrangement
Simultaneous Confidence Interval Estimation using Bootstrap
The rearrangement operator (Hardy, Littlewood, and Polya 1952) for univariate, bivariate, and trivariate point estimates of monotonic functions. The package additionally provides a function that creates simultaneous confidence intervals for univariate functions and applies the rearrangement operator to these confidence intervals.