Handle missing values with a warning
This NA handler ensures that those models that support the
na.action parameter do not silently drop missing values. It
wraps around stats::na.exclude() so that there is one
prediction/residual for input row. To apply it globally, run
options(na.action = na.warn).
na.warn(object)
object |
A data frame |
df <- tibble::tibble( x = 1:10, y = c(5.1, 9.7, NA, 17.4, 21.2, 26.6, 27.9, NA, 36.3, 40.4) ) # Default behaviour is to silently drop m1 <- lm(y ~ x, data = df) resid(m1) # Use na.action = na.warn to warn m2 <- lm(y ~ x, data = df, na.action = na.warn) resid(m2)
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