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Non-Parametric Function Fitting

open access: yesJournal of the Royal Statistical Society Series B: Statistical Methodology, 1972
Summary In this note we consider the problem of fitting a general functional relationship between two variables. We require only that the function to be fitted is, in some sense, “smooth”, and do not assume that it has a known mathematical form involving only a finite number of unknown parameters.
Priestley, M. B., Chao, M. T.
openaire   +2 more sources

Designing a comparative table to determine the infant sex [PDF]

open access: yesمجلة التربية والعلم, 2006
The aim of this study is to design a schedule -via statistical anaiysis-to specify the infant sex and testing the degree of success. After the specification of the efficacy of Chines manuscript and the range of compatibility of application.
Fares Ahmed   +2 more
doaj   +1 more source

Classification and Regression Models for Genomic Selection of Skewed Phenotypes: A Case for Disease Resistance in Winter Wheat (Triticum aestivum L.)

open access: yesFrontiers in Genetics, 2022
Most genomic prediction models are linear regression models that assume continuous and normally distributed phenotypes, but responses to diseases such as stripe rust (caused by Puccinia striiformis f. sp.
Lance F. Merrick   +3 more
doaj   +1 more source

Adjusted empirical likelihood analysis of restricted mean survival time for length-biased data [PDF]

open access: yesJournal of Mahani Mathematical Research
The Restricted Mean Survival Time (RMST) serves as a valuable and extensively utilized metric in clinical trials. However, its application becomes intricate when dealing with data affected by length-biased sampling, rendering traditional inference ...
Zahra Mohammadian, Arezoo Habibi
doaj   +1 more source

Parametric or Non-parametric: Skewness to Test Normality for Mean Comparison

open access: yesInternational Journal of Assessment Tools in Education, 2020
Checking the normality assumption is necessary to decide whether a parametric or non-parametric test needs to be used. Different ways are suggested in literature to use for checking normality. Skewness and kurtosis values are one of them.
Fatih Orcan
doaj   +1 more source

Robust localization based on non‐parametric kernel technique

open access: yesElectronics Letters, 2022
Parametric approaches are primarily used in the context of robust localization. However, the localization performance is degraded when there is a mismatch between the assumed model and the actual situation.
Chee‐Hyun Park, Joon‐Hyuk Chang
doaj   +1 more source

A Non-Parametric Test of Independence [PDF]

open access: yesThe Annals of Mathematical Statistics, 1948
A test is proposed for the independence of two random variables with continuous distribution function (d.f.). The test is consistent with respect to the class Ω′of d.f.’s with continuous joint and marginal probability densities (p.d.). The test statistic D depends only on the rank order of the observations.
openaire   +2 more sources

Intelligent Prediction of Multi-Factor-Oriented Ground Settlement During TBM Tunneling in Soft Soil

open access: yesFrontiers in Built Environment, 2022
Tunneling-induced ground surface settlement is associated with many complex influencing factors. Beyond factors related to tunnel geometry and surrounding geological conditions, operational factors related to the shield machine are highly significant ...
Zhi Ding   +5 more
doaj   +1 more source

A Kolmogorov-Smirnov Based Test for Comparing the Predictive Accuracy of Two Sets of Forecasts

open access: yesEconometrics, 2015
This paper introduces a complement statistical test for distinguishing between the predictive accuracy of two sets of forecasts. We propose a non-parametric test founded upon the principles of the Kolmogorov-Smirnov (KS) test, referred to as the KS ...
Hossein Hassani, Emmanuel Sirimal Silva
doaj   +1 more source

Non-Parametric Transformation Networks

open access: yesCoRR, 2018
Preprint ...
Dipan K. Pal, Marios Savvides
openaire   +2 more sources

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