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Universal -rate-optimality of -optimal quantizers by dilatation and contraction

Abass Sagna — 2009

ESAIM: Probability and Statistics

We investigate in this paper the properties of some dilatations or contractions of a sequence ( of -optimal quantizers of an d -valued random vector X L r ( ) defined in the probability space ( Ω , 𝒜 , ) with distribution X = P . To be precise, we investigate the -quantization rate of sequences α n θ , μ = μ + θ ( α n - μ ) = { μ + θ ( a - μ ) , a α n } when θ + , μ , s ( 0 , r ) or ∈ (r, +∞) and X L s ( ) . We show that for a wide family of distributions, one may always find parameters (θ,µ) such that ( is -rate-optimal. For the Gaussian and the exponential distributions we show the existence of a couple...

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