2000 | OriginalPaper | Buchkapitel
Independent, Identically Distributed Observations
verfasst von : Lucien Le Cam, Grace Lo Yang
Erschienen in: Asymptotics in Statistics
Verlag: Springer New York
Enthalten in: Professional Book Archive
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The structure that has received by far the most attention in the statistical literature is one that can be described as follows. One takes a family of probability measures { pθ: θ ∈ Θ } on some space (X, A). Then one considers experiments ε n = { Pθ, n; θ ∈ Θ } where Pθ, n is the joint distribution of n observations X1, X2, …, X n all independent with individual distribution pθ. One studies the asymptotic behavior of the system as n tends to infinity. We shall refer to this as the “standard i.i.d. case.”