THE ANALYSIS OF REPEATED-MEASURES - A PRACTICAL REVIEW WITH EXAMPLES

被引：102

作者：

EVERITT, BS ^{[1
]}

机构：

[1] INST PSYCHIAT, DEPT BIOSTAT & COMP, LONDON SE5 8AF, ENGLAND

来源：

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES D-THE STATISTICIAN | 1995年 / 44卷 / 01期

关键词：

COMPOUND SYMMETRY; MISSING VALUES; MULTIVARIATE ANALYSIS OF VARIANCE; REPEATED MEASURES; SUMMARY MEASURES;

D O I：

10.2307/2348622

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：

Repeated measures data, in which the same response variable is recorded on each observational unit on several different occasions, occur frequently in many different disciplines. Many methods of analysis have been suggested including t-tests at each separate time point and multivariate analysis of variance. In this paper the application of a number of methods is discussed and illustrated on a variety of data sets. The approach involving the calculation of a small number of relevant summary statistics is considered to have advantages in many circumstances.

引用

页码：113 / 135

页数：23

共 50 条

[1] A ROBUST APPROACH TO THE ANALYSIS OF REPEATED-MEASURES
HUGGINS, RM
[J]. BIOMETRICS, 1993, 49 (03) : 715 - 720
[2] Repeated-measures models in the analysis of QT interval
Dmitrienko, A
Smith, B
[J]. PHARMACEUTICAL STATISTICS, 2003, 2 (03) : 175 - 190
[3] Statistical primer: performing repeated-measures analysis
Hickey, Graeme L.
Mokhles, Mostafa M.
Chambers, David J.
Kolamunnage-Dona, Ruwanthi
[J]. INTERACTIVE CARDIOVASCULAR AND THORACIC SURGERY, 2018, 26 (04) : 539 - 544
[4] A REPEATED-MEASURES DESIGN WITH REPEATED RANDOMIZATION
PATEL, HI
[J]. JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 1994, 42 (1-2) : 257 - 270
[5] Approximate repeated-measures shrinkage
Brentnall, Adam R.
Crowder, Martin J.
Hand, David J.
[J]. COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2011, 55 (02) : 1150 - 1159
[6] FRACTIONS OF REPEATED-MEASURES DESIGNS
WILEY, DE
[J]. AMERICAN PSYCHOLOGIST, 1964, 19 (07) : 576 - 576
[7] HETEROGENEOUS VARIANCES IN REPEATED-MEASURES
WU, YA
MCGILCHRIST, CA
[J]. BIOMETRICAL JOURNAL, 1995, 37 (05) : 523 - 530
[8] REPEATED-MEASURES BIOASSAY - REPLY
ELASHOFF, JD
[J]. BIOMETRICS, 1983, 39 (01) : 293 - 293
[9] Repeated-measures designs: Univariate or multivariate analysis of variance?
Hassmen, P
[J]. PERCEPTUAL AND MOTOR SKILLS, 1997, 85 (01) : 193 - 194
[10] STATISTICAL CONSIDERATIONS FOR THE UNIVARIATE ANALYSIS OF REPEATED-MEASURES EXPERIMENTS
LUDWIG, DA
[J]. PERCEPTUAL AND MOTOR SKILLS, 1979, 49 (03) : 899 - 905

← 1 2 3 4 5 →