Powered by OpenAIRE graph
Found an issue? Give us feedback
addClaim

Limit Laws for Likelihood Ratios Obtained from Independent Observations

Authors: Lucien Le Cam; Grace Lo Yang;

Limit Laws for Likelihood Ratios Obtained from Independent Observations

Abstract

In this chapter we shall consider a double sequence \(\lbrace{\mathcal{E}_{n,j}; j = {\text{1,2}},\dotsb; n = {\text{1,2}}, \dotsb \rbrace}\) of experiments \(\mathcal{E}_{n,j} = \lbrace{p_{t,n,j}; t \in \Theta\rbrace}\) indexed by the same set Θ. Let ℇ n be the direct product of the \(\mathcal{E}_{n,j}; j = {\text{1,2}},\dotsb.\). That is, ℇ n consists of performing the \(\mathcal{E}_{n,j}; j = {\text{1,2}},\dotsb\) independently of one another. We shall assume generally, that for each integer n, the ℇ n,j are trivial from some j n on. The measures constituting ℇ n are the product measures \(P_{t,n} = \Pi_j p_{t,n,j}\), with t Є Θ. We propose, as our illustration of the arguments of Chapter 3, to study the limiting behavior of likelihood ratios of the type \(\Lambda_n = log\frac{dP_{1,n}}{dP_{0,n}}\) where 0 and 1 are names for possible values of the parameter t Є Θ. (Most of the arguments will be carried out for the case of binary experiments \(\mathcal{E}_n = (P_{0,n},P_{1,n})\) but more general situations will also be mentioned.

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Upload OA version
Are you the author of this publication? Upload your Open Access version to Zenodo!
It’s fast and easy, just two clicks!