Centered Isotonic Regression and Dose-Response Utilities
Isotonic Regression, Centered Isotonic Regression, and Dose-Response U...
Centered-isotonic-regression (CIR) point estimation
Backend utility to calculate inverse (dose-finding) intervals, using l...
Inverse (dose-finding) point estimate (e.g., estimating a percentile)
Shrinkage fix to mitigate bias in observed rates, under adaptive dose-...
Constructor functions and class-checking functions for DRtrace and dos...
Backend utility to calculate analytical CIR/IR interval estimates, giv...
Analytical ordered-binary-Y confidence intervals, using the Morris (19...
"Old School" isotonic-regression point estimates, with flexible dose-r...
Plotting Methods for DRtrace, doseResponse Objects
Convenient point and Interval Inverse Estimation ("Dose-Finding"), usi...
Convenient Forward point and interval estimation via CIR or IR
Piecewise-linear local slopes given a (non-strictly) monotone x-y sequ...
Standard unordered-Binomial confidence interval utilities.
Isotonic regression (IR) and its improvement: centered isotonic regression (CIR). CIR is recommended in particular with small samples. Also, interval estimates for both, and additional utilities such as plotting dose-response data. For dev version and change history, see GitHub assaforon/cir.