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Prior-data conflict loosely means that the prior places the bulk of its mass in a region of the parameter space which the data identifies as being unlikely to contain the true value.
Using this non-informative prior places virtually the entire weight in developing the bayesian estimates on the information contained in the full NBDPS data.
An exponential prior places significant weight at values near zero, which does not match our prior knowledge about the biological value of δ; therefore, we use a more appropriate diffuse gamma prior with a mean of 30 [δ~ Gamma(10,1/3)].
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Prior placing in the clarifier tank, the sand was washed, dried and sieved to obtain homogeneous size, while no pre-treatment was required for coconut fibre.
A definition of and motivation for the priors placed on all effects in these models can be found in (Rouder and Morey, 2012).
We examined the effects of three different Gamma priors placed on the root: G (65, 0.1), G (650, 0.01) and G (6500, 0.001).
For the dose-response curve in Fig. 1B, the odorant was placed directly on the plate immediately prior to placing worms on the plate.
Parchment is usually less sturdy and may need to be placed on top of a baking sheet prior to placing in the oven.
Therefore, as an alternative, some practitioners keep the paper in place for 2 minutes or apply a topical anesthetic prior to placing the strip (Schirmer II) [ 14, 24].
First a noninformative prior is placed on the θ(x).
To meet the sparsity constraint, a hierarchical sparseness prior is placed on q t.
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