Regression Estimation from an Individual Stable Sequence
作者:
Gusztáv Morvai,
Sanjeev R. Kulkarni,
Andrew B. Nobel,
期刊:
Statistics
(Taylor Available online 1999)
卷期:
Volume 33,
issue 2
页码: 99-118
ISSN:0233-1888
年代: 1999
DOI:10.1080/02331889908802686
出版商: Gordon & Breach Science Publishers
关键词: Nonparametric estimation;regression estimation;individual sequences;ergodic time series
数据来源: Taylor
摘要:
We consider univariate regression estimation from an individual (non-random) sequence, which is stable in the sense that for each interval(i) the limiting relative frequency ofAunderx1,x2,… is governed by an unknown probability distributionμ, and (ii) the limiting average of thoseyiwithx∈Ais governed by an unknown regression functionm(·).
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