Repeated measures analysis

被引：0

作者：

de Villa, MD ^{[1
]}

机构：

[1] Univ Barcelona, Dept Estad, Fac Biol Principal, Barcelona 08028, Spain

来源：

MEDICINA CLINICA | 2004年 / 122卷

关键词：

repeated measures; longitudinal analysis; MANOVA; mixed models;

D O I：

暂无

中图分类号：

R5 [内科学];

学科分类号：

1002 ; 100201 ;

摘要：

In this chapter we present the most frequent statistical methods used on the repeated measures analysis, putting emphasis on the different types of data and the limitation of each method. The main objective consists in giving a comparison of the different methods from a practical point of view and with a medical perspective. For each approach we give a brief mathematical introduction, a discussion about the conditions for its application suggesting what kind of data are appropriated and, finally, it is illustrated by the study of the analysis of some data sets including a brief discussion of the results.

引用

页码：51 / 58

页数：8

共 13 条

[1] Multilevel modelling of medical data [J].

Goldstein, H ;

Browne, W ;

Rasbash, J .

STATISTICS IN MEDICINE, 2002, 21 (21) :3291-3315

[2] Development of hand function among children with cerebral palsy: growth curve analysis for ages 16 to 70 months [J].

Hanna, SE ;

Law, MC ;

Rosenbaum, PL ;

King, GA ;

Walter, SD ;

Pollock, N ;

Russell, DJ .

DEVELOPMENTAL MEDICINE AND CHILD NEUROLOGY, 2003, 45 (07) :448-455

[3] Statistical methods for longitudinal research on bipolar disorders [J].

Hennen, J .

BIPOLAR DISORDERS, 2003, 5 (03) :156-168

[4]

Kinon Bruce J, 2003, J Am Med Dir Assoc, V4, P189, DOI 10.1016/S1525-8610(04)70344-8

[5]

Littell RC, 2000, STAT MED, V19, P1793, DOI 10.1002/1097-0258(20000715)19:13<1793::AID-SIM482>3.3.CO

[6]

2-H

[7]

Little RJA, 1997, STAT ANAL MISSING DA

[8]

Pall Brian, 2003, Eye Contact Lens, V29, P10, DOI 10.1097/00140068-200301000-00003

[9] Covariance models for nested repeated measures data: analysis of ovarian steroid secretion data [J].

Park, T ;

Lee, YJ .

STATISTICS IN MEDICINE, 2002, 21 (01) :143-164

[10]

Pinheiro J. C, 2000, MIXED MODELS S S PLU

← 1 2 →