この(一見単純な)問題に対する答えを高低で検索しましたが、空っぽになったので、誰かが私を助けてくれるか、正しい方向に向けてくれることを願っています.
データセットに適用したいかなり複雑なサブモデルがありますが、use mutate を使用しただけでは、Variables must be length 1 or 21.
rowwise() を追加しても影響がないように見えます。
問題の次のばかげた図を使用させてください。
myData <- tibble(x=10:20, y=c("a", "b","a", "b","a", "b","a", "b","a", "b","a"))
staticData <- tibble(x=0:100, y=c("a"),f=x/100) %>% union (tibble(x=0:100, y=c("b"),f=x/1000))
ComplicatedFunction <- function(mystaticData, myx, myy) {
#make the base table
myBaseTable <- tibble(
y = myy,
x = c(myx:(myx + 20))
)
#add f rates
myBaseTable <- left_join(myBaseTable,mystaticData)
#add stuff
myBaseTable <- myBaseTable %>%
mutate(z = 1 - (f * 0.8)) %>%
mutate(zCumulative = cumprod(z))
#Calculate the thing
myCalculatedThing <- sum(myBaseTable$zCumulative)
return(myCalculatedThing)
}
#This is what I want to do
myData %>% mutate(newcol = ComplicatedFunction(mystaticData = staticData,
myx = x,
myy = y))
#this works
ComplicatedFunction(mystaticData = staticData,
myx = 19,
myy = "b")
ComplicatedFunction(mystaticData = staticData,
myx = 20,
myy = "a")
#This works (but would be silly as I want the function to be evaluated for each line)
myData %>% mutate(newcol = ComplicatedFunction(mystaticData = staticData,
myx = 15,
myy = "a"))
#This no longer works, but I dont understand what I am doing wrong
myData %>% mutate(newcol = ComplicatedFunction(mystaticData = staticData,
myx = x,
myy = "a"))
#I tried rowwise(), but this doesnt seem to work either
myData %>% rowwise() %>% mutate(newcol = ComplicatedFunction(mystaticData = staticData,
myx = x,
myy = y))
ここで私が間違っていることを誰かが説明してくれることを願っています。
よろしくお願いします!
シルヴァン