Bayesian Data Analysis
Gelman, Andrew, Carlin, John B., Stern, Hal S., Dunson, David B., Vehtari, Aki, Rubin, Donald B.·2013·Chapman & Hall/CRC eBooks
DOI 10.1201/b16018
Cited by (1,150)
Items 101–200 of 1,150
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<sup>13</sup>
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- Geophysical inversion with a neighbourhood algorithm—II. Appraising the ensembleMalcolm Sambridge · 1999 · Geophysical Journal International
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