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The package adds the following vector functions
# sample_mode returns the statistical mode sample_mode(c(1, 2, 2)) sample_mode(c(1, 2)) sample_mode(c(NA, NA, 1)) sample_mode(c(NA, NA, 1), na.rm = TRUE) # pctile computes quantile and weighted quantile of type 2 (similarly to Stata _pctile) v <- c(NA, 1:10) pctile(v, probs = c(0.3, 0.7), na.rm = TRUE) # xtile creates integer variable for quantile categories (corresponds to Stata xtile) v <- c(NA, 1:10) xtile(v, n = 3) # 3 groups based on terciles xtile(v, probs = c(0.3, 0.7)) # 3 groups based on two quantiles xtile(v, cutpoints = c(2, 3)) # 3 groups based on two cutpoints # winsorize (default based on 5 x interquartile range) v <- c(1:4, 99) winsorize(v) winsorize(v, replace = NA) winsorize(v, probs = c(0.01, 0.99)) winsorize(v, cutpoints = c(1, 50))
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