1984
DOI: 10.2307/2530908
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HLA and Disease: Relative-Risk Regression Methods and Multiple Testing Considerations

Abstract: This paper discusses certain statistical issues arising in an analysis to relate HLA-B antigens to the incidence of graft-versus-host disease in a clinical study. The Cox regression method is used to develop a global test of the hypothesis of no association and to produce estimated relative-risk factors corresponding to the presence of each particular allele. Multiple-testing considerations are central to any attempt to identify pairs of alleles having significantly different relative-risk factors. A number of… Show more

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Cited by 15 publications
(6 citation statements)
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“…To address the multiplicity of alleles at each locus, we performed overall tests of association for these A, B, and C loci alleles. 24,25 The overall test was also performed using all alleles expressed at these three loci regardless of frequency of expression within our cohort. P values based on the likelihood ratio test represent the probability that at least one allele in the specific locus is significantly associated with incident infant HIV-1 infection.…”
Section: Discussionmentioning
confidence: 99%
“…To address the multiplicity of alleles at each locus, we performed overall tests of association for these A, B, and C loci alleles. 24,25 The overall test was also performed using all alleles expressed at these three loci regardless of frequency of expression within our cohort. P values based on the likelihood ratio test represent the probability that at least one allele in the specific locus is significantly associated with incident infant HIV-1 infection.…”
Section: Discussionmentioning
confidence: 99%
“…Comparison of antigen frequencies between leprosy patients and healthy controls was made using a simple chi-square comparison test. For each locus a multivariate binary logistic regression model was used to test a global hypothesis of association between the distribution of alleles and risk of disease (Cox 1970, Prentice 1976, Prentice et al 1984. Only alleles with an occurrence of ten or more cases were included as covariates in the regression models.…”
Section: Discussionmentioning
confidence: 99%
“…The multivariate Cox proportional-hazards model [Cox, 1972] was used to develop an overall test of the hypothesis that HLA antigens are unrelated to AIDS [Prentice et al, 1984] and to produce estimated relative-risk factors corresponding to the presence of each particular allele or haplotype on one or both chromosomes, while adjusting for any confounding variable. This approach to the problem of HLA and AIDS association takes detailed account of times to disease occurrence or censorship for a particular al lele, censoring being due either to loss to follow-up or to no-AIDS status at the end of the study period.…”
Section: Methodsmentioning
confidence: 99%