Description Usage Arguments Value References See Also
Computes the Q function (expected log-likelihood) for the EM algorithm of Cao et al. (2000) for their locally IID model.
1 |
logtheta |
numeric vector (length k+1) of log(lambda) (1:k) and log(phi) (last entry) |
c |
power parameter in model of Cao et al. (2000) |
M |
matrix (n x k) of conditional expectations for OD flows, one time per row |
rdiag |
numeric vector (length k) containing diagonal of conditional covariance matrix R |
epsilon |
numeric nugget to add to diagonal of covariance for numerical stability |
numeric value of Q function; not vectorized in any way
J. Cao, D. Davis, S. Van Der Viel, and B. Yu. Time-varying network tomography: router link data. Journal of the American Statistical Association, 95:1063-75, 2000.
Other CaoEtAl: Q_smoothed
;
R_estep
; grad_iid
;
grad_smoothed
; locally_iid_EM
;
m_estep
; phi_init
;
smoothed_EM
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