Tools for the Analysis of Measurement Traces (butools.trace)

To load this package, either start the BuToolsInit script, or execute

addpath('butools/trace') in Matlab,
<<BuTools`Trace` in Mathematica,
from butools.trace import * in Python/Numpy.

Analysis of measurement traces

This package contains tools for calculating various statistical parameters of measurement data. Among other use-cases, it allows to evaluate the quality of the results of the procedures located in the fitting package.

Tools for the analysis of measurement traces

CdfFromTrace Returns the empirical distribution function of the trace
CdfFromWeightedTrace Returns the empirical distribution function of a trace consisting of weighted data
PdfFromTrace Returns the empirical density function of a trace
PdfFromWeightedTrace Returns the empirical density function of a trace consisting of weighted data
MarginalMomentsFromTrace Returns the marginal moments of a trace
MarginalMomentsFromWeightedTrace Returns the marginal moments of a trace consisting of weighted data
LagCorrelationsFromTrace Returns the lag-k autocorrelation of a trace
LagkJointMomentsFromTrace Returns the lag-k joint moments of a trace
IATimesFromCummulative Returns inter-arrival times from cummulative a trace.