An updated review of goodness-of-fit tests for regression models
W González-Manteiga, RM Crujeiras - Test, 2013 - Springer
This survey intends to collect the developments on Goodness-of-Fit for regression models
during the last 20 years, from the very first origins with the proposals based on the idea of …
during the last 20 years, from the very first origins with the proposals based on the idea of …
A two-sample test for the error distribution in nonparametric regression based on the characteristic function
GI Rivas-Martínez, MD Jiménez-Gamero… - Statistical Papers, 2019 - Springer
A test for the equality of error distributions in two nonparametric regression models is
proposed. The test statistic is based on comparing the empirical characteristic functions of …
proposed. The test statistic is based on comparing the empirical characteristic functions of …
Bootstrap of residual processes in regression: to smooth or not to smooth?
N Neumeyer, I Van Keilegom - Biometrika, 2019 - academic.oup.com
In this paper we consider regression models with centred errors, independent of the
covariates. Given independent and identically distributed data and given an estimator of the …
covariates. Given independent and identically distributed data and given an estimator of the …
Comparing distributions with bootstrap techniques: An application to global solar radiation
J Mora, L Mora-López - Mathematics and Computers in Simulation, 2010 - Elsevier
A statistic to test whether the distributions of two observable variables are similar is
proposed, where two distributions are defined as similar if they are the same except for a …
proposed, where two distributions are defined as similar if they are the same except for a …
A weighted bootstrap approximation for comparing the error distributions in nonparametric regression
GI Rivas Martinez… - Journal of Statistical …, 2017 - Taylor & Francis
Several procedures have been proposed for testing the equality of error distributions in two
or more nonparametric regression models. Here we deal with methods based on comparing …
or more nonparametric regression models. Here we deal with methods based on comparing …
Bootstrap of residual processes in regression: to smooth or not to smooth?
N Neumeyer, I Van Keilegom - arXiv preprint arXiv:1712.02685, 2017 - arxiv.org
In this paper we consider a location model of the form $ Y= m (X)+\varepsilon $, where $ m
(\cdot) $ is the unknown regression function, the error $\varepsilon $ is independent of the …
(\cdot) $ is the unknown regression function, the error $\varepsilon $ is independent of the …
[引用][C] Aproximación a la distribución de ciertos estadísticos en contrastes sobre modelos de regresión no paramétrica
GI Rivas Martínez - 2017