Probability
- Théorie analytique des probabilités
- Author: Pierre-Simon Laplace
- Publication data: 1820 (3rd ed.)
- Online version: Internet Archive; CNRS, with more accurate character recognition; Gallica-Math, complete PDF and PDFs by section
- Description: Introduced the Laplace transform, exponential families, and conjugate priors in Bayesian statistics. Pioneering asymptotic statistics, proved an early version of the Bernstein–von Mises theorem on the irrelevance of the (regular) prior distribution on the limiting posterior distribution, highlighting the asymptotic role of the Fisher information. Studies the influence of median and skewness in regression analysis. Inspired the field of robust regression, proposed the Laplace distribution and was the first to cprovide alternatives to Carl Friedrich Gauss's work on statistics.
- Importance: Topic creator, Breakthrough, Influence
Read more about this topic: List Of Important Publications In Statistics
Famous quotes containing the word probability:
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