Bayesian Data Analysis

Andrew Gelman, B. D. A. (2014). Bayesian Data Analysis. CRC Press.

Type

Book

Intellectual base

Review or monograph

Year

2014

Link

no authoritative link yet

Cited by

2 citations across 2 artifacts.

Domain-specific

• Observed information
  • Observed information is data-dependent and differs from expected Fisher information, sign and parameterization conventions matter and nonpositive or singular curvature can occur away from a regular maximum.
• Probability of direction
  • … and a convenient observable transfers from If 97 percent of a continuous posterior lies above zero, pd is 97 percent and the estimated direction is positive. to A model report presents pd alongside a credible interval and domain-specific effect threshold so high sign certainty is not confused with meaningful size..

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