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The common parametric statistics used for testing two independent populations have often required the assumptions of normality and equal variances. Nonparametric tests have been used when assumptions of parametric tests cannot be achieved.
Wandee Wanishsakpong +2 more
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NON-PARAMETRIC STATISTICS [PDF]
This chapter discusses non-parametric statistics. It discusses some additional uses of the χ 2 distribution. The chapter explains how to test the independence of two criteria of classification and how to test whether the population from which the sampling is done is normal.
H.T. Hayslett, Patrick Murphy
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Solar Probability Density Estimation Using Adaptive Parametric/Nonparametric Hybrid Model
The accurate estimation of solar irradiance probability distribution is essential when assessing the level of available solar resources and attempting to minimize the effect of solar power variability on power system planning.
Maisam Wahbah +2 more
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Evaluation of statistical approaches for association testing in noisy drug screening data
Background Identifying associations among biological variables is a major challenge in modern quantitative biological research, particularly given the systemic and statistical noise endemic to biological systems.
Petr Smirnov +11 more
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A test for model specification of diffusion processes
We propose a test for model specification of a parametric diffusion process based on a kernel estimation of the transitional density of the process. The empirical likelihood is used to formulate a statistic, for each kernel smoothing bandwidth, which is ...
Chen, Song Xi +2 more
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Genotype by environment interaction and yield stability in sugarcane
Genotype by environment interaction (GEI) reduces the association between phenotype and genotype which result in relative ranking and stability differences of genotypes across environment.
Ramon Antonio Rea +4 more
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We study the non-parametric estimation of partially linear generalized single-index functional models, where the systematic component of the model has a flexible functional semi-parametric form with a general link function.
Mohamed Alahiane +3 more
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Two-parametric fractional statistics models for anyons
In the paper, two-parametric models of fractional statistics are proposed in order to determine the functional form of the distribution function of free anyons.
Rovenchak, Andrij
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Parametric Statistics and the General Linear Model
Too many students acquire statistical knowledge and techniques independent of each other. The purpose of this paper is to illustrate the many connections mathematically between parametric statistics and the General Linear Model.
John A Rochowicz Jr
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Statistics of radiation at Josephson parametric resonance
Motivated by recent experiments, we study theoretically the full counting statistics of radiation emitted below the threshold of parametric resonance in a Josephson junction circuit.
Hassler, Fabian +2 more
core +2 more sources

