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ctmcd

Estimating the Parameters of a Continuous-Time Markov Chain from Discrete-Time Data

Estimation of Markov generator matrices from discrete-time observations. The implemented approaches comprise diagonal and weighted adjustment of matrix logarithm based candidate solutions as in Israel (2001) <doi:10.1111/1467-9965.00114> as well as a quasi-optimization approach. Moreover, the expectation-maximization algorithm and the Gibbs sampling approach of Bladt and Sorensen (2005) <doi:10.1111/j.1467-9868.2005.00508.x> are included.

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VersionRepositoryFileSize
1.4.4 rolling linux/jammy R-4.5 ctmcd_1.4.4.tar.gz 713.8 KiB
1.4.4 rolling linux/noble R-4.5 ctmcd_1.4.4.tar.gz 716.1 KiB
1.4.4 rolling source/ R- ctmcd_1.4.4.tar.gz 541.7 KiB
1.4.4 latest linux/jammy R-4.5 ctmcd_1.4.4.tar.gz 713.8 KiB
1.4.4 latest linux/noble R-4.5 ctmcd_1.4.4.tar.gz 716.1 KiB
1.4.4 latest source/ R- ctmcd_1.4.4.tar.gz 541.7 KiB
1.4.4 2026-04-26 source/ R- ctmcd_1.4.4.tar.gz 541.7 KiB
1.4.4 2026-04-23 source/ R- ctmcd_1.4.4.tar.gz 541.7 KiB
1.4.4 2026-04-09 windows/windows R-4.5 ctmcd_1.4.4.zip 1.0 MiB
1.4.4 2025-04-20 source/ R- ctmcd_1.4.4.tar.gz 541.7 KiB

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