Package: mcanalysis
Title: Markov Chain Analysis for Structural Behaviour and Stability
Type: Package
Version: 0.1.0
Authors@R: c(person("Dr. Pramit", "Pandit", role = c("aut","cre"), email = "pramitpandit@gmail.com"),
             person("Mr. Ankit Kumar", "Singh", role = "aut", email = "ankitsinghvns32@gmail.com"),
             person("Ms. Anita", "Sarkar", role = "aut"),
             person("Ms. Moumita", "Paul", role = "aut"),
             person("Dr. Bikramjeet", "Ghose", role = "aut"))
Author: Dr. Pramit Pandit [aut, cre],
  Mr. Ankit Kumar Singh [aut],
  Ms. Anita Sarkar [aut],
  Ms. Moumita Paul [aut],
  Dr. Bikramjeet Ghose [aut]
Maintainer: Dr. Pramit Pandit <pramitpandit@gmail.com>
Description: 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>.
License: GPL-3
Encoding: UTF-8
RoxygenNote: 7.3.3
NeedsCompilation: no
Packaged: 2026-01-10 05:57:11 UTC; Pramit
Repository: CRAN
Date/Publication: 2026-01-15 17:10:02 UTC
Built: R 4.6.0; ; 2026-04-26 21:45:27 UTC; unix
