نتایج جستجو برای: anova analysis
تعداد نتایج: 2849937 فیلتر نتایج به سال:
This paper aims at bridging a gap between functional ANOVA modeling and recent advances in machine learning and kernel-based models. Functional ANOVA on the one hand extends linear ANOVA techniques to nonlinear multivariate models as smoothing splines, aiming to provide interpretability to an estimate and handling the curse of dimensionality. Multiple kernel learning (MKL) on the other hand is ...
It is still challenging to represent statistical analysis of experimental data in a semantic framework. As a first step towards this goal, ontological representation of statistical ANOVA analysis is proposed. In a vaccine protection use case, 151 instance data of Brucella vaccine protection investigation were collected from the literature and analyzed using ANOVA. Out of 16 parameters, 10 were ...
A new method, smoothing spline ANOVA, for combining station records of surface air temperature to get the estimates of regional averages as well as gridpoint values is proposed. This method is closely related to the optimal interpolation (also optimal averaging) method. It may be viewed as a generalization of these methods from spatial interpolation methods to a method interpolating in both spa...
This article is the eighth in a series exploring the importance of research design, statistical analysis, and epidemiology in nutrition and dietetics research, and the second in a series focused on multivariate statistical analytical techniques. The purpose of this review is to examine the statistical technique, analysis of variance (ANOVA), from its simplest to multivariate applications. Many ...
32.1 Smoothed ANOVA . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 586 32.1.1 Zhang et al.’s SANOVA proposal . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 586 32.1.2 Maŕi-Dell’Olmo et al.’s SANOVA proposal . . . . . . . . . . . . . . . . . . . . . . . . . . . 588 32.2 Some Specific Application...
ANOVA decomposition of conditional Gaussian processes for sensitivity analysis with dependent inputs
A newBeppoSAX broad-band (0.6–150 keV) spectrum of the Seyfert 2 galaxy Mkn 3 is presented. The spectrum provides a direct measurement of a large, neutral column of gas with NH ∼ 1024 cm−2 in the source direction. The source, as bright as 3C 273 above 10 keV, has a steep (Γ ∼ 1.8) spectrum without any evidence of a high-energy cutoff up to at least 150 keV. At lower energies, the data are best ...
Article history: Available online 20 June 2013
Hodges et al (2007) proposed smoothed analysis of variance (ANOVA) and showed how to use it to smooth interactions in balanced, single-error-term ANOVAs. Besides avoiding discontinuous choices to include or exclude effects, smoothed ANOVA addresses three practical concerns: unreplicated designs, masking in effects with many degrees of freedom, and “subgroup analysis”. The present paper extends ...
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