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Multivariate linear regression analysis: Associations of the KT ratio (dependent variable) with CD4+ and CD8+ T cells, and the CD4/CD8 ratio (independent variables) in SOCA cohort.

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https://figshare.com/articles/dataset/_Multivariate_linear_regression_analysis_Associations_of_the_KT_ratio_dependent_variable_with_CD4_and_CD8_T_cells_and_the_CD4_CD8_ratio_independent_variables_in_SOCA_cohort_/1027826
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Because of colinearity, we fitted one model to calculate the coefficients of CD4+ and CD8+ T cells, and a different model for the CD4/CD8 ratio. Variables CD4+ and CD8+ T cells, and the CD4/CD8 ratio were log transformed. Coefficients are adjusted by age, gender, nadir CD4+ T cell count and duration of viral suppression. To interpret the logarithmically transformed coefficients, we applied the following formula: Beta*log(1.10), resulting in the % of change in the odds of the outcome predicted by each 10% increase in the independent variable.
创建时间:
2014-05-15
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