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mcanalysis

Markov Chain Analysis for Structural Behaviour and Stability

Analyses the stability and structural behaviour of export and import patterns across multiple countries using a Markov chain modelling framework. Constructs transition probability matrices to quantify changes in trade shares between successive periods, thereby capturing persistence, structural shifts, and inter-country interdependence in trade performance. By iteratively generating expected trade distributions over time, the approach facilitates assessment of stability, long-run equilibrium tendencies, and comparative dynamics in longitudinal trade data, providing a rigorous tool for empirical analysis of export–import behaviour. Methodological foundations follow standard Markov chain theory as described in Gagniuc (2017) <Doi:10.1002/9781119387596>.

Versions across snapshots

VersionRepositoryFileSize
0.1.0 rolling linux/jammy R-4.5 mcanalysis_0.1.0.tar.gz 14.1 KiB
0.1.0 rolling linux/noble R-4.5 mcanalysis_0.1.0.tar.gz 14.0 KiB
0.1.0 rolling source/ R- mcanalysis_0.1.0.tar.gz 3.0 KiB
0.1.0 latest linux/jammy R-4.5 mcanalysis_0.1.0.tar.gz 14.1 KiB
0.1.0 latest linux/noble R-4.5 mcanalysis_0.1.0.tar.gz 14.0 KiB
0.1.0 latest source/ R- mcanalysis_0.1.0.tar.gz 3.0 KiB
0.1.0 2026-04-26 source/ R- mcanalysis_0.1.0.tar.gz 3.0 KiB
0.1.0 2026-04-23 source/ R- mcanalysis_0.1.0.tar.gz 3.0 KiB
0.1.0 2026-04-09 windows/windows R-4.5 mcanalysis_0.1.0.zip 17.0 KiB