A Companion Package to the Book "U-Statistics, M-Estimation and Resampling"
Computes a linear regression fit and residuals on possibly multivariat...
Obtains the identity matrix of dimension n
Computes the Euclidean inner product
Computes a L1 multivariate regression This is the equivalent of median...
Computes the Euclidean norm
Computes a weighted least squares linear regression on possibly multiv...
A set of functions leading to multivariate response L1 regression. This includes functions on computing Euclidean inner products and norms, weighted least squares estimates on multivariate responses, function to compute fitted values and residuals. This package is a companion to the book "U-Statistics, M-estimation and Resampling", by Arup Bose and Snigdhansu Chatterjee, to appear in 2017 as part of the "Texts and Readings in Mathematics" (TRIM) series of Hindustan Book Agency and Springer-Verlag.