RXshrink-package |
Maximum Likelihood (ML) Shrinkage using Generalized Ridge or Least Angle Regression Methods |
aug.lars |
Maximum Likelihood Estimation of Effects in Least Angle Regression |
correct.signs |
Normal-Theory Maximum Likelihood Estimation of Beta Coefficients with "Correct" Signs |
haldport |
Portland Cement benchmark of Hald(1952) |
kofm |
k-Multipliers and delta-Factors for unr.ridge() Shrinkage. |
longley2 |
Art Hoerl's update of the infamous Longley(1967) benchmark dataset |
MLboot |
Calculate Bootstrap distribution of Unrestricted Maximum Likelihood (ML) point-estimates for a Linear Model. |
MLcalc |
Calculate Unrestricted Maximum Likelihood (ML) point-estimates for a Linear Model that are either Unbiased (OLS) or Optimally Biased under Normal-distribution theory. |
MLhist |
Plot method for MLboot objects |
MLtrue |
Simulate data for Linear Models with known Parameter values and Normal Errors |
mofk |
m-Extents of Shrinkage used in unr.ridge() Calculations. |
mpg |
Hocking(1976) Miles Per Gallon benchmark dataset |
plot.aug.lars |
Plot method for aug.lars objects |
plot.qm.ridge |
Plot method for qm.ridge objects |
plot.RXpredict |
Plot method for RXpredict objects |
plot.uc.lars |
Plot method for uc.lars objects |
plot.unr.ridge |
Plot method for unr.ridge objects |
qm.ridge |
Maximum Likelihood Shrinkage in Regression |
RXpredict |
Predictions from Models Fit using RXshrink Generalized Ridge Estimation Methods. |
tycobb |
Ty Cobb batting statistics for 1905-1928 with Carl Morris' 2-piece Spline term. |
uc.lars |
Maximum Likelihood Least Angle Regression on Uncorrelated X-Components |
unr.ridge |
Unrestricted Maximum Likelihood (ML) Shrinkage using a Linear-Spline PATH |