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Advanced Market Share Modelling Based on Markov Chains

izvorni znanstveni rad

izvorni znanstveni rad

Advanced Market Share Modelling Based on Markov Chains

Vrsta prilog sa skupa (u zborniku)
Tip izvorni znanstveni rad
Godina 2009
Nadređena publikacija Proceedings of the 10th International Conference on Telecommunications
Stranice str. 339-343
Status objavljeno

Sažetak

Methods for Markov chain transition probabilities determination and its usage for market share forecasting are investigated. Resulting transition probabilities can indicate what would happen if forces on telecommunications market remain the same. It is shown that transition probabilities have descriptive features related to Churn, Churn rate, Gross Add and Net Add parameters. The new concept of Markov chains based on diffusion growth model principles (MCDG) is introduced and examined on the case of fixed broadband access technology diffusion. The MCDG model is suitable for modelling of diffusion of innovation and new technology, market adoption of consumer durables or subscription products (for example, telecommunications services) for the whole PLC.

Ključne riječi

Markov chain; telecommunications market forecasting