Significance of Centre, Starting width and Propose width in
Posted: October 09 2016
I would like to understand the effect of different Centre, Starting width and Propose width on the outputs, for chains, for the same Min and Max values in CosmoMC 2016.
1.If I take the centre near Min once and the centre near the Max later, how different can I expect my results would be?
2. Also, for some data set combinations large enough starting widths are resulting in failure to start the MCMC chains whereas the same starting width works for some other data set combinations (center, min, max and propose width being also same in two cases). Is there some specific reason for that?
3. If I take different starting widths or propose widths (considering all the different values are wide enough), but same Min, Max and Centre, would output results be different?
1.If I take the centre near Min once and the centre near the Max later, how different can I expect my results would be?
2. Also, for some data set combinations large enough starting widths are resulting in failure to start the MCMC chains whereas the same starting width works for some other data set combinations (center, min, max and propose width being also same in two cases). Is there some specific reason for that?
3. If I take different starting widths or propose widths (considering all the different values are wide enough), but same Min, Max and Centre, would output results be different?