Optimization Tips and Tricks by John D'Errico

Tips and tricks for use of the optimization toolbox, linear and nonlinear regression. (confidence intervals, tutorial, examples)

optimtips

[x,fval,exitflag,output]=fminsearchbnd(fun,x0,LB,UB,options...

consolidator(x,y,aggregation_mode,tol)

Myplotyy by Friedhelm Steinhilber

Myplotyy plots different data sets with a common x-axis but using individual y-axes in one figure. (add axis, confidence intervals, plotyy)

myplotyy(M,varargin)

myplotyy_example.m

Non-parametric error/confidence intervals by Matthew Nelson

Calc standard error of the mean or non-parametric confidence intervals for samples of a time series (statistics, nonparametric, chebyshev)

DataSeriesNonParamErr(Dat,Type,alpha)

ARfit by Tapio Schneider

Estimation of parameters and eigenmodes of multivariate autoregressive models. (autoregressive, confidence intervals, estimation)

[Aerr, werr]=arconf(A, C, w, th)

[R, scale]=arqr(v, p, mcor)

[]=acf(x, k, caption)