Figures
MH algorithm implemented on data from single-cell qPCR experiment 10-3-17 well 253. Marginal posteriors, trace plots and ACF figures are included here. For discussion and analysis of the Markov chain please see Discussion.
Metropolis Hastings 10,000 iterations
$X_0$:
$r$:
$\alpha$:
$\sigma$:
Scatter plot of accepted $X_0$ and $r$ from the posterior:
Metropolis Hastings 100,000 iterations
$X_0$:
$r$:
$\alpha$:
$\sigma$:
Scatter plot of accepted $X_0$ and $r$ from the posterior:
Prior $p(X_0)=U(0,100)$
$X_0$:
$r$:
$\alpha$:
$\sigma$:
Scatter plot of accepted $X_0$ and $r$ from the posterior:
Adaptive Metropolis algorithm 100,000 iterations
$X_0$:
$r$:
$\alpha$:
$\sigma$:
Scatter plot of accepted $X_0$ and $r$ from the posterior:
