Statistics Toolbox    

Nonlinear Regression
nlinfit
Nonlinear least-squares fitting
nlintool
Prediction graph for nonlinear fits
nlparci
Confidence intervals on parameters
nlpredci
Confidence intervals for prediction
nnls
Nonnegative least squares (in MATLAB)
treefit
Fit a tree-based model for classification or regression.
treeprune
Produce a sequence of subtrees by pruning.
treedisp
Show classification or regression tree graphically.
treetest
Compute error rate for tree.
treeval
Compute fitted value for decision tree applied to data.


  Linear Models Design of Experiments