formulize
A shortcut to generate one-, two-, or many-sided formulas from vectors of variable names.
formulize( y = "", x = "", ..., data = NULL, collapse = "+", collapse.y = collapse, escape = FALSE )
y, x, ... |
Character vectors, names, or calls to be collapsed (by |
data |
An R object with non-null column names. |
collapse |
How should terms be collapsed? Default is addition. |
collapse.y |
How should the y-terms be collapsed? Default is addition. Also accepts the special string "list", which combines them into a multiple-left-hand-side formula, for use in other functions. |
escape |
A logical indicating whether character vectors should be coerced to names (that is, whether names with spaces should be surrounded with backticks or not) |
Ethan Heinzen
## two-sided formula f1 <- formulize("y", c("x1", "x2", "x3")) ## one-sided formula f2 <- formulize(x = c("x1", "x2", "x3")) ## multi-sided formula f3 <- formulize("y", c("x1", "x2", "x3"), c("z1", "z2"), "w1") ## can use numerics for column names data(mockstudy) f4 <- formulize(y = 1, x = 2:4, data = mockstudy) ## mix and match f5 <- formulize(1, c("x1", "x2", "x3"), data = mockstudy) ## get an interaction f6 <- formulize("y", c("x1*x2", "x3")) ## get only interactions f7 <- formulize("y", c("x1", "x2", "x3"), collapse = "*") ## no intercept f8 <- formulize("y", "x1 - 1") f9 <- formulize("y", c("x1", "x2", "-1")) ## LHS as a list to use in arsenal functions f10 <- formulize(c("y1", "y2", "y3"), c("x", "z"), collapse.y = "list") ## use in an lm f11 <- formulize(2, 3:4, data = mockstudy) summary(lm(f11, data = mockstudy)) ## using non-syntactic names or calls (like reformulate example) f12 <- formulize(as.name("+-"), c("`P/E`", "`% Growth`")) f12 <- formulize("+-", c("P/E", "% Growth"), escape = TRUE) f <- Surv(ft, case) ~ a + b f13 <- formulize(f[[2]], f[[3]])
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