Products > CART > Product Overview > Publications

Publications

CART Monograph The definitive monograph on the theoretical underpinnings of CART by none other than CART's originators, Breiman, Friedman, Olshen and Stone. Their landmark work created the modern field of sophisticated, mathematically- and theoretically founded decision trees. A must read for those interested in learning about the statistical and technical details. Three mathematical chapters provide proofs showing what happens in increasingly large data sets; the answer is: CART trees converge to the true structure of the data or yield the true conditional probabilities of classification variables. To order a copy of the CART from CRC Press, click here.

Japanese Textbook on CART Salford Systems' Dan Steinberg co-authored a Japanese book "Applied Tree Based Method by CART" with Yuji Horie and Atsushi Ootaki. For more information and/or to order a copy of this book, click here.