SCAN, AN EXPLORATORY PROGRAM FOR PRELIMINARY-ANALYSIS OF BIOASSAY AND IMMUNOASSAY DATA

被引:24
作者
GAINES, RE
RICE, D
RICE, LR
机构
[1] National Institute for Biological Standards and Controls, London NW3 6RB, United Kingdom
关键词
COMPUTER PROGRAMMING LANGUAGES - FORTRAN - COMPUTER SOFTWARE - Medical Applications - COMPUTERS; MINICOMPUTER - Medical Applications - STATISTICAL METHODS - Medical Applications;
D O I
10.1016/0169-2607(85)90059-8
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Bioassay and immunoassay response data conform in theory to a specified model. At its simplest, it is expected that the measured 'response', e. g. the inactivation of bacteria for a bioassay or radioactive count emission for a radioimmunoassay, is 'caused' by the administered treatment, e. g. antibiotic injected into bacterial culture or the amount of antigen added to a test tube. We describe the program SCAN which has been designed for use in conjunction with analysis of variance of immunoassay or bioassay data and which may also be used with more general one-way analysis of variance. Data within treatment groups are examined for outliers and normality of distribution. Overall statistics for normality and homogeneity of variance are also computed. Contributions of individual groups to these statistics are tabulated to permit the detection of aberrant groups. Means and variances are available in a form which facilitates detection of any response error relationship.
引用
收藏
页码:25 / 33
页数:9
相关论文
共 23 条
[1]  
[Anonymous], APPL STATIST
[2]  
ANSCOMBE FJ, 1975, DISTRIBUTION KURTOSI
[3]  
BARNETT V, 1978, OUTLIERS STATISTICAL
[4]   Properties of sufficiency and statistical tests [J].
Bartlett, MS .
PROCEEDINGS OF THE ROYAL SOCIETY OF LONDON SERIES A-MATHEMATICAL AND PHYSICAL SCIENCES, 1937, 160 (A901) :0268-0282
[5]   COMPUTING STANDARD DEVIATIONS - ACCURACY [J].
CHAN, TF ;
LEWIS, JG .
COMMUNICATIONS OF THE ACM, 1979, 22 (09) :526-531
[6]   The distribution of the largest of a set of estimated variances as a fraction of their total [J].
Cochran, WG .
ANNALS OF EUGENICS, 1941, 11 :47-52
[7]   ITERATIVE WEIGHTED REGRESSION-ANALYSIS OF LOGIT RESPONSES - A COMPUTER-PROGRAM FOR ANALYSIS OF BIOASSAYS AND IMMUNOASSAYS [J].
DAS, REG ;
TYDEMAN, MS .
COMPUTER PROGRAMS IN BIOMEDICINE, 1982, 15 (01) :13-21
[8]   UPPER 5-PERCENT AND 1-PERCENT POINTS OF THE MAXIMUM F-RATIO [J].
DAVID, HA .
BIOMETRIKA, 1952, 39 (3-4) :422-424
[9]   ON THE DETERMINATION OF CRITICAL-VALUES FOR BARTLETTS TEST [J].
DYER, DD ;
KEATING, JP .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1980, 75 (370) :313-319
[10]  
FISHER RA, 1970, STATISTICAL METHODS