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It is closely related to the method of maximum likelihood (ML) estimation, but employs an augmented optimization objective which incorporates a prior density over the quantity one wants to estimate. MAP estimation is therefore a regularization of maximum likelihood estimation, so is not a well-defined statistic of the Bayesian posterior ...
From a given posterior distribution, various point and interval estimates can be derived, such as the maximum a posteriori (MAP) or the highest posterior density interval (HPDI). [4] But while conceptually simple, the posterior distribution is generally not tractable and therefore needs to be either analytically or numerically approximated. [5]
where ^ is the location of a mode of the joint target density, also known as the maximum a posteriori or MAP point and is the positive definite matrix of second derivatives of the negative log joint target density at the mode = ^. Thus, the Gaussian approximation matches the value and the log-curvature of the un-normalised target density at the ...
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‘We are outlawing misinformation,’ a California lawmaker said of her bill to restrict ‘crisis pregnancy centers’ from misrepresenting whether they provide abortion services.
There have been several deaths in California as a result of illegal abortions, including 35 in 1966 and 1967. California uses its own funds to cover all "medically necessary" abortions sought by low-income women under Medicaid. 88,466 were state-funded in 2010. California has an active abortion rights activist community.
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A crisis pregnancy center (CPC) is a type of nonprofit organization established to counsel pregnant women against having an abortion. [3] [4] [5] CPCs provide peer counseling related to abortion, pregnancy, and childbirth, and they may offer non-medical services such as financial assistance, child-rearing resources, and adoption referrals. [6]