Package index • sddr

Markov chains

Estimate class-transition dynamics from tidy panel data.

markov(): Classic Markov chain for distribution dynamics
spatial_markov(): Spatial Markov chain for distribution dynamics
lisa_markov(): LISA Markov chain
full_rank_markov(): Full-rank Markov chain
geo_rank_markov(): Geographic-rank Markov chain

Ergodic analysis

Long-run behaviour of a transition matrix.

steady_state(): Ergodic (steady-state) distribution of a Markov chain
mfpt(): Mean first passage times
sojourn_time(): Sojourn times

Rank mobility

Positional (exchange) mobility measures.

tau(): Kendall's tau rank correlation
tau_local(): Local Kendall's tau (local indicator of mobility association)
theta(): Theta rank-mobility statistic

Mobility indices

Scalar summaries of a transition matrix.

mobility(): Markov mobility indices