Goodness-of-fit tests for multiple regression with circular response

被引：0

作者：

Meilan-Vila, A. ^{[1
,2
]}

Francisco-Fernandez, M. ^{[2
]}

Crujeiras, R. M. ^{[3
]}

机构：

[1] Univ Carlos III Madrid, Dept Stat, Ave Univ 30, Madrid 28911, Spain

[2] Univ A Coruna, Fac Comp Sci, Dept Math, Res Grp MODES,CITIC, Campus Elvina S-N, La Coruna 15071, Spain

[3] Univ Santiago de Compostela, Fac Math, Dept Stat Math Anal & Optimizat, Santiago De Compostela, Spain

来源：

JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION | 2022年 / 92卷 / 09期

关键词：

Model checking; circular data; local linear regression; bootstrap; NONPARAMETRIC REGRESSION; LINEAR-MODELS; ESTIMATORS;

D O I：

10.1080/00949655.2021.2015597

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

Testing procedures for assessing a parametric regression model with a circular response and an R-d-valued covariate are proposed and analysed in this work. The test statistics are based on a circular distance comparing a (non-smoothed or smoothed) parametric circular regression estimator and a nonparametric one. Two bootstrap procedures for calibrating the tests in practice are also presented. Finite sample performance of the tests in different scenarios is analysed by simulations and illustrated with real data examples.

引用

页码：1941 / 1963

页数：23

共 50 条

[1] Goodness-of-fit tests for ordinal response regression models
Pulkstenis, E
Robinson, TJ
STATISTICS IN MEDICINE, 2004, 23 (06) : 999 - 1014
[2] Goodness-of-fit tests for ordinal response regression models
Lipsitz, SR
Fitzmaurice, GM
Molenberghs, G
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 1996, 45 (02) : 175 - 190
[3] Goodness-of-Fit Tests for Continuous Regression
Alejandra Cabaña
Enrique M. Cabaña
Methodology and Computing in Applied Probability, 2009, 11 : 119 - 144
[4] Goodness-of-Fit Tests for Continuous Regression
Cabana, Alejandra
Cabana, Enrique M.
METHODOLOGY AND COMPUTING IN APPLIED PROBABILITY, 2009, 11 (02) : 119 - 144
[5] GROUPING CORRECTIONS FOR CIRCULAR GOODNESS-OF-FIT TESTS
BROWN, BM
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1994, 56 (01) : 275 - 283
[6] Goodness-of-fit tests for parametric regression models
Fan, JQ
Huang, LS
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2001, 96 (454) : 640 - 652
[7] Goodness-of-fit tests for linear regression models with missing response data
González-Manteiga, W
Pérez-González, A
CANADIAN JOURNAL OF STATISTICS-REVUE CANADIENNE DE STATISTIQUE, 2006, 34 (01): : 149 - 170
[8] Goodness-of-fit tests for quantile regression with missing responses
Perez-Gonzalez, Ana
Cotos-Yanez, Tomas R.
Gonzalez-Manteiga, Wenceslao
Crujeiras-Casais, Rosa M.
STATISTICAL PAPERS, 2021, 62 (03) : 1231 - 1264
[9] Goodness-of-fit tests for nonlinear heteroscedastic regression models
Diebolt, J
Zuber, J
STATISTICS & PROBABILITY LETTERS, 1999, 42 (01) : 53 - 60
[10] Goodness-of-fit tests in linear EV regression with replications
Jia, Weijia
Song, Weixing
METRIKA, 2018, 81 (04) : 395 - 421

← 1 2 3 4 5 →