我正在创建一个函数,该函数将根据人们的家庭组成对他们进行编码。如下面的代码所示,#21表示一对夫妇有一个或多个15岁以下的孩子。
# 10 One adult without children
# 11 One adult with at least an own son or daughter aged less than 15
# 12 else: an own child aged 15 to 24 (1)
# 13 else: another child aged less than 15
# 20 One couple without children
# 21 One couple with at least:an own son or daughter aged less than 15
# 22 else: an own child aged 15 to 24 (1)
# 23 else: another child aged less than 15
使用case_when()和between()函数,我标记观察结果,如下所示:
V(x)$age.code <- case_when(V(x)$age <= 15 ~ "x1",
between(V(x)$age, 15, 18) ~ "x2",
between(V(x)$age, 18, 24) ~ "X3",
V(x)$age > 24 ~ "X4")
然后,我创建一个函数来按家庭对成年人/儿童进行计数。
hhcomp <- function(x){
if (sum(x == "X4", na.rm = T) == 1 | sum(x == "x3", na.rm = T) == 1)
{y <- "10"}
else if (sum(x == "X4", na.rm = T) | sum(x == "X3", na.rm = T) == 1 &
sum(x == "X1", na.rm = T) >= 1)
{y <- "11"}
else if ((sum(x == "X4", na.rm = T) | sum(x == "X3", na.rm = T) == 1) &
sum(x == "X2", na.rm = T) >= 1 & sum(x == "X1") >= 1)
{y <- "12"}
else {y <- NA}
}
如上所示:
X1 = less than 15
x2 = 15 to 18
X3 = 18 to 24
x4 = greater than 24
我在对hhcomp函数中的总和进行编码时遇到了麻烦,尤其是对于#12和#13。我不确定将&符号和&或(|)运算符放在何处,以及是否需要括号
编辑:
ID FamID Age.Code
1 A1 X1
2 A1 X3
3 A2 X4
4 A2 x4
df.2 <- df %>% group_by(FamID) %>% mutate(code = hhcomp(Age.Code)) %>%
ungroup()
我想计算每个FamID的X项,并使用mutate将代码作为新变量应用于每个ID。
我在逻辑运算符上遇到问题