Bayesian Non- and Semi-Parametric Methods and Applications by Rossi Peter;

Author:Rossi, Peter;
Language: eng
Format: epub
Publisher: Princeton University Press
Published: 2014-07-14T16:00:00+00:00

Figure 3.5. Conditional Mean and Quantiles: Bivariate x Example

These two examples illustrate that the joint approach provides a practical non-parametric approach to regression that does not require specification of a flexible regression function or the nature of the conditional heterogeneity that might be encountered in the data. Smoothing is achieved via standard priors for the mixture of normals model and does not require special tuning for specific data sets.

Figure 3.6. Conditional Mean and Quantiles in Bivariate x Example: Alternative Viewpoint

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