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new missions, as demanded by new twenty- rst century threats, in addition to its traditional focus on territorial defense These new aims include crisis management (the ability to intervene effectively in smaller-scale con icts) and countering weapons of mass destruction Capitalizing on its great success, NATO could be extremely useful helping the UN strengthen the peacekeeping force by building a similar command structure and model This is preferable to NATO expansion, because the UN is a truly global force, while NATO remains a regional group that has yet to shed its anti-USSR (and by extension, anti-Russian) image A 2004 Russian parliament resolution warned that Russia would revoke a promise to limit troop numbers in several key strategic regions if NATO continued its eastward expansion95 Russian President Dmitry Medvedev echoed this sentiment in 2008, adding: Atlantism has exhausted itself Now we must talk about the integrity of the entire Euro-Atlantic space from Vancouver to Vladivostok 96 It has been suggested EU expansion is a more appropriate forum to incorporate these states Since the EU emphasizes economic interlinkages, as opposed to security, it would be less likely to evoke a hostile Russian response Moreover, NATO must reassess its long-term nuclear plan Nuclear weapons have formed part of NATO s collective defense policy since its inception, but its policies have grown contentious While NATO has only three nuclear weapon states of cially recognized by the nuclear Non-Proliferation Treaty (NPT), several others including Belgium, Germany, Italy, the Netherlands, and Turkey all host nuclear weapons on their territory as part of a sharing arrangement Every NATO member is a party to the NPT, which went into force in 1970, aiming to rid the world of all nuclear weapons Under the NPT, states that did not possess nuclear weapons as of 1967 agreed not to obtain them, and states that did hold them agreed to reduce these weapons over time NATO s weapons-sharing arrangement seemingly violates the principles of the NPT Indeed, the necessity of maintaining weapons in Europe is debated by the host countries themselves, such as when former German Chancellor Gerhard Schr der called for removal of US nukes in Germany in 200597 After the Cold War, NATO reduced its nuclear forces and no longer targets any single country with its weapons98 Still, NATO defense.



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where the continuous analog of the law of total probability is used in the denominator,

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f ( y ) =

(A22)

.





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In (A21), f , (x, y ) is the joint distribution of and , f (x| = y ) is the conditional density function for random variable , and f (x) and f ( y ) are the marginal density functions for the random variables and , respectively

It s+l 1 2 j x , (9.758)

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In cases of incomplete knowledge of the preparation, a probabilistic experiment may be modeled by a family of probability distributions, for example, { p ( y ), }, where p is a probability function in the discrete case and a probability density function in the continuous case for random variable Here we consider the case where the parameter which indexes the family is a continuous variable over the set For one (unknown) value of , the model is assumed to be predictive For simplicity, we consider the case of a single parameter, but one may extend the reasoning to a multiparameter model After the experiment has been performed, and pointer value y 0 , say, has been obtained, interest might center upon an inferred probability distribution over the parameter space In that case, we take to be a measure space such as ( , (d )) Suppose that (d ) can be written in terms of a density function (d ) = ( ) d Then Bayesian statistical inference consists of using Bayes s formula for conditional distributions in the following way: f ( |y 0 ) =

(A23)

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