【问题标题】:Create a new column based on conditional inclusion fulfilling conditions in R根据 R 中的条件包含满足条件创建一个新列
【发布时间】:2021-01-22 10:31:29
【问题描述】:

我的数据集如下所示:

df <- data.frame(PatientID = c("3454","345","5","345","567","79"), sex = c(Female, Female, Female, Male, Male, Male)
                 waist = c(60, 89, 90, 110, 200, 150),  tryglicerides = c(100, 150, 170, 105, 200, 140),HDL = c(50, 41, 20, 37, 30, 40), hypertension = c(FALSE, TRUE, TRUE, FALSE, TRUE, FALSE), diabetes = c(FALSE, FALSE, TRUE, TRUE, TRUE, FALSE), stringsAsFactors = F)

你能帮我用 R 编码吗?

谢谢!

我需要创建一个名为METABOLIC_SYNDROME 的新列。参与者要成为TRUEMETABOLIC_SYNDROME 列中需要满足这些条件的3/5:

  • 腰围:女性≥89,男性≥102
  • 甘油三酯:≥150
  • HDL:≤40男,≤50女
  • 高血压:是的
  • 糖尿病:是的

【问题讨论】:

    标签: r if-statement conditional-statements conditional-formatting exclusion-constraint


    【解决方案1】:

    您可以总结 5 个布尔表达式来满足您的所有要求:

    waist <- (df$sex == 'Female' & df$Waist >= 89) | (df$sex == 'Male' & df$Waist >= 102)
    trygliceride <- df$tryglicerides >= 150
    hdl <- (df$sex == 'Female' & df$HDL <= 50) | (df$sex == 'Male' & df$HDL <= 40)
    hypertension <- df$hypertension
    diabetes <- df$diabetes
    
    df$METABOLIC_SYNDROME <- waist + trygliceride + hdl + hypertension + diabetes >= 3
    

    【讨论】:

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