Using the growth curve model in classification of repeated measurements

被引：0

作者：

von Rosen, Dietrich ^{[1
,2
]}

Singull, Martin ^{[2
]}

机构：

[1] Swedish Univ Agr Sci, Dept Energy & Technol, Uppsala, Sweden

[2] Linkoping Univ, Dept Math, S-58183 Linkoping, Sweden

来源：

ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS | 2024年 / 76卷 / 03期

关键词：

Discriminant analysis; Growth curve model; Likelihood-based classification; DISCRIMINANT FUNCTIONS; HYPOTHESES;

D O I：

10.1007/s10463-024-00900-1

中图分类号：

O21 [概率论与数理统计]; C8 [统计学];

学科分类号：

020208 ; 070103 ; 0714 ;

摘要：

In this paper, discrimination between two populations following the growth curve model is considered. A likelihood-based classification procedure is established, in the sense that we compare the two likelihoods given that the new observation belongs to respective population. The possibility to classify the new observation as belonging to an unknown population is discussed, which is shown to be natural when considering growth curves. Several examples and simulations are given to emphasize this possibility.

引用

页码：511 / 534

页数：24

共 50 条

[31] ABC classification using extended R-model, SVM and Lorenz curve
Subhadip Sarkar
OPSEARCH, 2023, 60 : 1433 - 1455
[32] ABC classification using extended R-model, SVM and Lorenz curve
Sarkar, Subhadip
OPSEARCH, 2023, 60 (03) : 1433 - 1455
[33] Bayesian curve classification using wavelets
Wang, Xiaohui
Ray, Shubhankar
Mallick, Bani K.
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2007, 102 (479) : 962 - 973
[34] Multiclass classification of microarray data with repeated measurements: application to cancer
Ka Yee Yeung
Roger E Bumgarner
Genome Biology, 4
[35] Multiclass classification of microarray data with repeated measurements: application to cancer
Yeung, KY
Bumgarner, RE
GENOME BIOLOGY, 2003, 4 (12)
[36] Using B-splines for growth curve classification:: applications to selection of eucalypt clones
Cornillon, PA
Saint-Andre, L
Bouvet, JM
Vigneron, P
Saya, A
Gouma, R
FOREST ECOLOGY AND MANAGEMENT, 2003, 176 (1-3) : 75 - 85
[37] Selecting a Linear Mixed Model for Longitudinal Data: Repeated Measures Analysis of Variance, Covariance Pattern Model, and Growth Curve Approaches
Liu, Siwei
Rovine, Michael J.
Molenaar, Peter C. M.
PSYCHOLOGICAL METHODS, 2012, 17 (01) : 15 - 30
[38] Bayesian Prediction Analysis for Growth Curve Model Using Noninformative Priors
Gwowen Shieh
Jack C. Lee
Annals of the Institute of Statistical Mathematics, 2002, 54 : 324 - 337
[39] Bayesian prediction analysis for growth curve model using noninformative priors
Shieh, G
Lee, JC
ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2002, 54 (02) : 324 - 337
[40] Estimation of the growth curve in Colombian hair sheep using the Richards model
Lenis-Valencia, Claudia
Hernandez-Herrera, Darwin
Noriega-Marquez, Jorge
REVISTA MVZ CORDOBA, 2022, 27

← 1 2 3 4 5 →