The Relevance of Goodness‐of‐fit, Robustness and Prediction Validation Categories of OECD‐QSAR Principles with Respect to Sample Size and Model Type
Sign Up to like & getrecommendations! Published in 2022 at "Molecular Informatics"
DOI: 10.1002/minf.202200072
Abstract: We investigated the relevance of the validation principles on the Quantitative Structure Activity Relationship models issued by Organization for Economic and Co‐operation and Development. We checked the goodness‐of‐fit, robustness and predictivity categories in linear and… read more here.
Keywords: fit robustness; validation; goodness fit; sample size ... See more keywords
A comparison of different methods to adjust survival curves for confounders
Sign Up to like & getrecommendations! Published in 2022 at "Statistics in Medicine"
DOI: 10.1002/sim.9681
Abstract: Treatment specific survival curves are an important tool to illustrate the treatment effect in studies with time‐to‐event outcomes. In non‐randomized studies, unadjusted estimates can lead to biased depictions due to confounding. Multiple methods to adjust… read more here.
Keywords: curves confounders; adjust survival; methods adjust; goodness fit ... See more keywords
Goodness-of-fit tests in linear EV regression with replications
Sign Up to like & getrecommendations! Published in 2018 at "Metrika"
DOI: 10.1007/s00184-018-0648-1
Abstract: This paper proposes a goodness-of-fit test for checking the adequacy of parametric forms of the regression error density functions in linear errors-in-variables regression models. Instead of assuming the distribution of the measurement error to be… read more here.
Keywords: proposed test; regression; goodness fit; tests linear ... See more keywords
Integral transform methods in goodness-of-fit testing, I: the gamma distributions
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DOI: 10.1007/s00184-019-00749-y
Abstract: We apply the method of Hankel transforms to develop goodness-of-fit tests for gamma distributions with given shape parameters and unknown rate parameters. We derive the limiting null distribution of the test statistic as an integrated… read more here.
Keywords: goodness fit; integral transform; test statistic; transform methods ... See more keywords
Exact test of goodness of fit for binomial distribution
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DOI: 10.1007/s00362-016-0793-4
Abstract: In this paper, we consider an exact test of goodness of fit for binomial distribution in sparse data situation. A conventional way is viewing this problem as an independence test problem of a two-way contingency… read more here.
Keywords: goodness fit; binomial distribution; test goodness; test ... See more keywords
Testing independence and goodness-of-fit jointly for functional linear models
Sign Up to like & getrecommendations! Published in 2020 at "Journal of The Korean Statistical Society"
DOI: 10.1007/s42952-020-00083-4
Abstract: A conventional regression model for functional data involves expressing a response variable in terms of the predictor function. Two assumptions, that (i) the predictor function and the error are independent and (ii) the relationship between… read more here.
Keywords: proposed test; independence goodness; goodness fit; testing independence ... See more keywords
Dysregulated infant temperament and caregiver warmth in Jordanian orphanages: The importance of considering goodness-of-fit
Sign Up to like & getrecommendations! Published in 2017 at "Children and Youth Services Review"
DOI: 10.1016/j.childyouth.2017.10.012
Abstract: Abstract The growing literature on the negative effects of large institutions, has not translated into fundamental shifts in models of care in many parts of the world. The current study was part of a larger… read more here.
Keywords: importance; goodness fit; caregiver; caregiver warmth ... See more keywords
Multinomial goodness-of-fit based on U-statistics: High-dimensional asymptotic and minimax optimality
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Statistical Planning and Inference"
DOI: 10.1016/j.jspi.2019.06.005
Abstract: Abstract We consider multinomial goodness-of-fit tests in the high-dimensional regime where the number of bins increases with the sample size. In this regime, Pearson’s chi-squared test can suffer from low power due to the substantial… read more here.
Keywords: high dimensional; multinomial goodness; fit based; goodness fit ... See more keywords
Weibull parameter estimation and goodness-of-fit for glass strength data
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DOI: 10.1016/j.strusafe.2018.02.002
Abstract: Abstract Strength data from macroscopically identical glass specimens is commonly described by a two-parameter Weibull distribution, but there is lack of research on the methods used for fitting strength data to the Weibull distribution. This… read more here.
Keywords: strength; glass strength; strength data; goodness fit ... See more keywords
Goodness of fit in the Chinese context of socialization in the first three years.
Sign Up to like & getrecommendations! Published in 2022 at "Developmental psychology"
DOI: 10.1037/dev0001409
Abstract: Based on the goodness-of-fit theory, the current research examined how parental socialization expectations and socialization practices in infancy predicted child social adjustment in the preschool year dependent on child characteristics in toddlerhood with a longitudinal… read more here.
Keywords: externalizing behaviors; control; goodness fit; levels inhibitory ... See more keywords
Goodness-of-fit tests for lifetime distributions based on Type II censored data
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Statistical Computation and Simulation"
DOI: 10.1080/00949655.2017.1286496
Abstract: ABSTRACTIn this article, the general test statistic introduced by Alizadeh Noughabi and Balakrishnan [Goodness of fit using a new estimate of Kullback-Leibler information based on Type II censored data. IEEE Trans Reliab. 2015;64:627–635.] is applied… read more here.
Keywords: goodness fit; based type; test statistic; type censored ... See more keywords