Table 5 Prior distributions for model parameters of the DCRWS
From: State-space models reveal bursty movement behaviour of dance event visitors
Parameter | Description | Prior distribution |
|---|---|---|
\(\gamma _{1}\) | Persistence (state 1) | Beta(5,2) |
\(\gamma _{2}\) | Persistence (state 2) | Beta(2,5) |
\(\theta _{1}\) | Mean turn angle (state 1) | π(2Beta(10,10)−1) |
\(\theta _{2}\) | Mean turn angle (state 2) | 2Ï€Beta(10,10) |
\(\alpha _{1}\) | Switching probability | Uniform(0,1) |
\(\alpha _{2}\) | Switching probability | Uniform(0,1) |
\(\Phi _{1}\) | Probability of state 1 at t = 1 | Uniform(0,1) |
\(\Phi _{2}\) | Probability of state 2 at t = 1 | Uniform(0,1) |
R | Process variance in x- and y-direction | Wishart(Σ,2) |