abilene | Abilene data from Fang et al. (2007) |
agg | Function to aggregate results from matrix to matrix |
bayesianDynamicFilter | Function for inference with multilevel state-space model |
bell.labs | Bell Labs 1router data from Cao et al. (2000) |
buildPrior | Construct prior from calibration model estimates |
buildRoutingMat | Build routing matrices for linked star topologies; that is, a... |
buildRoutingMatrix | Build routing matrix from table of link relationships |
buildStarMat | Build routing matrix for star network topology |
calcN | Compute total traffic from a particular time. |
calibration_ssm | Estimation for the linear SSM calibration model of Blocker &... |
cmu | CMU data from Blocker & Airoldi (2011) |
decomposeA | Compute pivoted decomposition of routing matrix A into... |
diag_ind | Make vector of 1-dimensional diagonal indices for square... |
diag_mat | Make diagonal matrix from vector |
dobj.dxt.tomogravity | Analytic gradient of objective function of Zhang et al. 2003 |
getActive | Check for deterministically-known OD flows at single time |
getSrcDstIndices | Find indices of source and destination for each... |
grad_iid | Compute analytic gradient of Q-function for locally IID EM... |
grad_smoothed | Compute analytic gradient of Q-function for smoothed EM... |
gravity | Run tomogravity estimation on complete time series of... |
gravity.fit | Gravity estimation for a single time point |
ipfp | Function to run basic IPFP (iterative proportional fitting... |
llCalibration | Evaluate marginal log-likelihood for calibration SSM |
locally_iid_EM | Run EM algorithm to obtain MLE for locally IID model of Cao... |
m_estep | Compute conditional expectations for EM algorithms of Cao et... |
mle_filter | Filtering & smoothing at MLE for calibration SSM |
move_step | Move step of sample-resample-move algorithm for multilevel... |
obj.tomogravity | Objective function of Zhang et al. 2003 |
phi_init | Simple initialization for phi in model of Cao et al. (2000) |
Q_iid | Q function for locally IID EM algorithm of Cao et al. (2000) |
Q_smoothed | Q function for smoothed EM algorithm of Cao et al. (2000) |
R_estep | Compute conditional covariance matrix for EM algorithms of... |
smoothed_EM | Run EM algorithm to obtain MLE (single time) for smoothed... |
strphour | Convert time string to decimal hour |
thin | Thinning vector of indices for MCMC |
tomogravity | Run tomogravity estimation on complete time series of... |
tomogravity.fit | Tomogravity estimation for a single time point using L-BFGS-B |
twMCMC | Function to run MCMC sampling for model of Tebaldi & West... |
vardi.algorithm | Run algorithm of Vardi (1996) given B and S matrices |
vardi.compute.BS | Compute B and S matrices in algorithm of Vardi (1996) |
vardi.iteration | Execute single iteration for algorithm of Vardi (1996) |
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.