Course TopicsClassification and regression tree (CART) methods are a class of data mining techniques which constitute an alternative approach to classical regression. CART methods are frequently used ...

Regression and Classification Course This online data science course will explore concepts in statistical modeling, such as when to use certain models, how to tune those models, and determining ...

This month we'll look at classification and regression trees (CART), a simple but powerful approach to prediction 3. Unlike logistic and linear regression, CART does not develop a prediction equation.

Several approaches can be taken to predict case membership in the classes of a dependent variable. Classification and regression trees (CART) analysis has been cited repeatedly as a powerful ...

The second approach involved using Salford Systems' Classification and Regression Tree (CART) software. 21,22 CART analysis is a nonparametric technique ideally suited to identify patterns or ...

The Annals of Statistics, Vol. 49, No. 5 (October 2021), pp. 2531-2551 (21 pages) Proposed by Donoho (Ann. Statist. 25 (1997) 1870–1911), Dyadic CART is a nonparametric regression method which ...

Self-efficacy and risk of persistent shoulder pain: results of a Classification and Regression Tree (CART) analysis Rachel Chester 1, Mizanur Khondoker 2, Lee Shepstone 2, Jeremy S Lewis 3, Christina ...

Predictors of aggressive cancer (defined as Gleason sum ≥ 7) were identified using CART analysis that considered demographic variables (age, race, reason for referral, history of vasectomy, and family ...

Chemotherapy-induced peripheral neuropathy (CIPN) poses a substantial challenge in breast cancer (BC) chemotherapy, affecting the patient's quality of life. Recent studies have focused on exploring ...