For the case of a complete sample of univariate predictors and responses, the modern nonparametric regression matches results known for parametric and semiparametric regressions.
We have performed a spectral principal component analysis for a complete sample of 22 low redshift QSOs with spectra from Lyα to Hα, and found three significant principal components, which account for ∼78% of the spectrum-to-spectrum variance.
Let the order statistics for a complete sample of n observations be defined as X j : n where j = 1,2,3,… n, where X 1 : n ≤ X 2 : n ≤ … X n : n.
For this population, a complete sample was carried out, i.e. a hut-to-hut interviewing procedure for all the huts was effected.
For this reason, we have selected a complete sample of 42 low redshift BL Lacs (independently of their gamma-ray properties) to study with a multi-wavelength (radio, optical, X-ray, gamma-ray) approach.
The questionnaire together with a one-page of personalized introductory cover letter was sent to 262 registered public and private GPs in Counties Galway, Roscommon and Mayo, representing a complete sample group for this survey.
In each 5 week collection period about 100 GPs each records information for approximately 30 consecutive patients for each topic, a completed sample of about 3000 patients per substudy.
First, we assessed the presence and abundance of GPCR family domains in diverse eukaryotic genomes (see fig. 2 for a complete taxon sampling).
To allow for as complete sampling as possible, a minor number of women were included later than 20 weeks: 77 (9.4%) women were included from gestational week 20 to 24, while 11 (1.3%) women were included after gestational week 24.
This type of strategy can only be successfully applied when a low, unbiased mutation frequency is used to generate a large number of extremely diverse variants that allow for complete sampling of the immediate sequence space neighborhood.
