Man pages for networkTomography
Tools for network tomography

abileneAbilene data from Fang et al. (2007)
aggFunction to aggregate results from matrix to matrix
bayesianDynamicFilterFunction for inference with multilevel state-space model
bell.labsBell Labs 1router data from Cao et al. (2000)
buildPriorConstruct prior from calibration model estimates
buildRoutingMatBuild routing matrices for linked star topologies; that is, a...
buildRoutingMatrixBuild routing matrix from table of link relationships
buildStarMatBuild routing matrix for star network topology
calcNCompute total traffic from a particular time.
calibration_ssmEstimation for the linear SSM calibration model of Blocker &...
cmuCMU data from Blocker & Airoldi (2011)
decomposeACompute pivoted decomposition of routing matrix A into...
diag_indMake vector of 1-dimensional diagonal indices for square...
diag_matMake diagonal matrix from vector
dobj.dxt.tomogravityAnalytic gradient of objective function of Zhang et al. 2003
getActiveCheck for deterministically-known OD flows at single time
getSrcDstIndicesFind indices of source and destination for each...
grad_iidCompute analytic gradient of Q-function for locally IID EM...
grad_smoothedCompute analytic gradient of Q-function for smoothed EM...
gravityRun tomogravity estimation on complete time series of...
gravity.fitGravity estimation for a single time point
ipfpFunction to run basic IPFP (iterative proportional fitting...
llCalibrationEvaluate marginal log-likelihood for calibration SSM
locally_iid_EMRun EM algorithm to obtain MLE for locally IID model of Cao...
m_estepCompute conditional expectations for EM algorithms of Cao et...
mle_filterFiltering & smoothing at MLE for calibration SSM
move_stepMove step of sample-resample-move algorithm for multilevel...
obj.tomogravityObjective function of Zhang et al. 2003
phi_initSimple initialization for phi in model of Cao et al. (2000)
Q_iidQ function for locally IID EM algorithm of Cao et al. (2000)
Q_smoothedQ function for smoothed EM algorithm of Cao et al. (2000)
R_estepCompute conditional covariance matrix for EM algorithms of...
smoothed_EMRun EM algorithm to obtain MLE (single time) for smoothed...
strphourConvert time string to decimal hour
thinThinning vector of indices for MCMC
tomogravityRun tomogravity estimation on complete time series of...
tomogravity.fitTomogravity estimation for a single time point using L-BFGS-B
twMCMCFunction to run MCMC sampling for model of Tebaldi & West...
vardi.algorithmRun algorithm of Vardi (1996) given B and S matrices
vardi.compute.BSCompute B and S matrices in algorithm of Vardi (1996)
vardi.iterationExecute single iteration for algorithm of Vardi (1996)
networkTomography documentation built on May 29, 2017, 4:56 p.m.