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How to replace vector values less than 2 with 2 in an R vector?
If we have a vector that contains values with less than, equal to, and greater than 2 and the value 2 is the threshold. If this threshold value is defined for lower values and we want to replace the values that are less than 2 with 2 then pmax function can be used. For example, for a vector x, it will be done as pmax(x,2).
Example1
x1<−rpois(10,4) x1
Output
[1] 2 6 6 3 4 5 5 1 5 4
Example
pmax(x1,2)
Output
[1] 2 6 6 3 4 5 5 2 5 4
Example2
x2<−rpois(150,2) x2
Output
[1] 1 2 0 2 1 5 1 5 1 2 2 1 1 2 3 5 2 0 1 2 1 5 2 2 3 2 2 2 3 2 3 1 2 2 2 2 0 [38] 2 3 2 3 3 2 2 1 5 3 2 0 1 2 3 3 3 4 1 1 4 4 5 4 1 0 1 6 3 2 1 2 1 1 3 4 1 [75] 1 0 0 2 3 5 2 2 1 2 4 0 3 1 2 1 2 3 1 1 3 2 8 3 1 2 1 3 1 2 0 2 0 2 0 2 2 [112] 1 1 2 1 3 2 2 4 3 1 2 3 1 3 3 1 1 2 1 2 1 1 1 3 1 3 0 2 3 3 1 1 2 1 4 1 3 [149] 2 1
Example
pmax(x2,2)
Output
[1] 2 2 2 2 2 5 2 5 2 2 2 2 2 2 3 5 2 2 2 2 2 5 2 2 3 2 2 2 3 2 3 2 2 2 2 2 2 [38] 2 3 2 3 3 2 2 2 5 3 2 2 2 2 3 3 3 4 2 2 4 4 5 4 2 2 2 6 3 2 2 2 2 2 3 4 2 [75] 2 2 2 2 3 5 2 2 2 2 4 2 3 2 2 2 2 3 2 2 3 2 8 3 2 2 2 3 2 2 2 2 2 2 2 2 2 [112] 2 2 2 2 3 2 2 4 3 2 2 3 2 3 3 2 2 2 2 2 2 2 2 3 2 3 2 2 3 3 2 2 2 2 4 2 3 [149] 2 2
Example3
x3<−rpois(200,1) x3
Output
[1] 1 3 1 0 0 0 2 3 1 0 1 0 0 0 1 0 1 0 4 0 0 1 2 3 2 0 1 0 1 0 0 1 2 2 2 1 1 [38] 1 1 1 0 1 3 1 3 2 0 1 0 0 0 2 2 1 2 1 0 1 2 3 1 1 3 0 2 1 2 1 0 1 1 2 1 1 [75] 0 3 0 4 1 2 2 1 0 1 1 1 0 0 1 0 0 0 0 0 0 0 2 3 0 0 1 2 0 0 0 1 1 0 1 1 1 [112] 1 1 0 0 3 2 2 0 2 1 2 1 1 3 1 1 2 2 0 1 2 1 1 0 0 1 2 2 1 2 2 2 0 1 2 1 0 [149] 1 2 0 4 0 2 1 0 0 0 2 1 1 0 2 1 0 2 2 4 1 2 1 0 2 1 2 0 0 2 1 0 2 1 1 0 1 [186] 1 1 2 1 1 2 1 3 1 0 4 2 4 0 0
Output
pmax(x3,2)
Output
[1] 2 3 2 2 2 2 2 3 2 2 2 2 2 2 2 2 2 2 4 2 2 2 2 3 2 2 2 2 2 2 2 2 2 2 2 2 2 [38] 2 2 2 2 2 3 2 3 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 2 2 3 2 2 2 2 2 2 2 2 2 2 2 [75] 2 3 2 4 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 3 2 2 2 2 2 2 2 2 2 2 2 2 2 [112] 2 2 2 2 3 2 2 2 2 2 2 2 2 3 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 [149] 2 2 2 4 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 4 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 [186] 2 2 2 2 2 2 2 3 2 2 4 2 4 2 2
Example4
x4<−rnorm(80,2,0.5) x4
Output
[1] 1.713307 2.340440 2.203869 2.143247 1.747553 1.843345 1.364853 1.762649 [9] 2.015612 2.221302 1.923381 1.382785 2.183772 1.420598 1.685303 1.804460 [17] 1.538778 2.559414 1.883867 1.799137 2.394044 1.289769 2.052858 1.681691 [25] 2.533696 2.250131 1.211450 1.458721 2.609805 1.438549 3.190229 2.225142 [33] 2.636581 2.098613 2.575711 1.536273 2.311053 1.893953 1.720211 1.593571 [41] 1.088694 2.217778 1.808863 2.076323 1.834031 2.243204 2.297566 1.607128 [49] 2.333699 2.813765 1.474731 1.371792 1.533625 3.476363 2.021140 2.032780 [57] 1.926966 1.660207 2.013881 1.902092 1.590748 1.821373 1.394533 2.171105 [65] 2.518966 1.919101 2.520436 1.884282 2.269978 2.266681 1.377183 1.679837 [73] 2.377076 2.010263 1.850560 1.557361 2.802616 1.454833 1.761261 1.836139
Example
pmax(x4,2)
Output
[1] 2.000000 2.340440 2.203869 2.143247 2.000000 2.000000 2.000000 2.000000 [9] 2.015612 2.221302 2.000000 2.000000 2.183772 2.000000 2.000000 2.000000 [17] 2.000000 2.559414 2.000000 2.000000 2.394044 2.000000 2.052858 2.000000 [25] 2.533696 2.250131 2.000000 2.000000 2.609805 2.000000 3.190229 2.225142 [33] 2.636581 2.098613 2.575711 2.000000 2.311053 2.000000 2.000000 2.000000 [41] 2.000000 2.217778 2.000000 2.076323 2.000000 2.243204 2.297566 2.000000 [49] 2.333699 2.813765 2.000000 2.000000 2.000000 3.476363 2.021140 2.032780 [57] 2.000000 2.000000 2.013881 2.000000 2.000000 2.000000 2.000000 2.171105 [65] 2.518966 2.000000 2.520436 2.000000 2.269978 2.266681 2.000000 2.000000 [73] 2.377076 2.010263 2.000000 2.000000 2.802616 2.000000 2.000000 2.000000
Example5
x5<−runif(50,1,5) x5
Output
[1] 1.099467 1.041738 3.489129 2.929942 3.622750 1.677293 3.403260 4.074329 [9] 2.896510 4.404937 4.918171 2.149239 3.153985 1.039821 1.504592 4.232741 [17] 1.193438 4.619456 3.124406 1.574481 1.773586 4.639662 2.017406 4.307287 [25] 4.524485 2.372469 4.061478 1.340272 3.935372 3.539032 1.478809 2.701063 [33] 4.747307 3.420348 3.601933 2.090273 1.342867 4.937700 4.686878 2.548134 [41] 1.457458 4.470995 1.426985 4.897287 3.682281 2.791846 3.429494 4.285380 [49] 1.572455 1.731519
Output
pmax(x5,2)
Output
[1] 2.000000 2.000000 3.489129 2.929942 3.622750 2.000000 3.403260 4.074329 [9] 2.896510 4.404937 4.918171 2.149239 3.153985 2.000000 2.000000 4.232741 [17] 2.000000 4.619456 3.124406 2.000000 2.000000 4.639662 2.017406 4.307287 [25] 4.524485 2.372469 4.061478 2.000000 3.935372 3.539032 2.000000 2.701063 [33] 4.747307 3.420348 3.601933 2.090273 2.000000 4.937700 4.686878 2.548134 [41] 2.000000 4.470995 2.000000 4.897287 3.682281 2.791846 3.429494 4.285380 [49] 2.000000 2.000000
Updated on: 09-Feb-2021
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