My data looks like this:
X Y1(X) Y2(X)
i want to find the values of x that maximize Y1 and Y2.
Right now I'm getting the answer but I would like to know if there is a
more efficient/elegant way of doing this.
This code reproduces what I'm doing:
[code]
prop3<-structure(list(effort = c(0, 0.008989899, 0.017979798, 0.026969697,
0.035959596, 0.044949495, 0.053939394,
0.062929293, 0.071919192,
0.080909091, 0.08989899, 0.098888889,
0.107878788, 0.116868687,
0.125858586, 0.134848485, 0.143838384,
0.152828283, 0.161818182,
0.170808081, 0.17979798, 0.188787879,
0.197777778, 0.206767677,
0.215757576, 0.224747475, 0.233737374,
0.242727273, 0.251717172,
0.260707071, 0.26969697, 0.278686869,
0.287676768, 0.296666667,
0.305656566, 0.314646465, 0.323636364,
0.332626263, 0.341616162,
0.350606061, 0.35959596, 0.368585859,
0.377575758, 0.386565657,
0.395555556, 0.404545455, 0.413535354,
0.422525253, 0.431515152,
0.440505051, 0.44949495, 0.458484849,
0.467474748, 0.476464647,
0.485454546, 0.494444445, 0.503434344,
0.512424243, 0.521414142,
0.530404041, 0.53939394, 0.548383839,
0.557373738, 0.566363637,
0.575353536, 0.584343435, 0.593333334,
0.602323233, 0.611313132,
0.620303031, 0.62929293, 0.638282829,
0.647272728, 0.656262627,
0.665252526, 0.674242425, 0.683232324,
0.692222223, 0.701212122,
0.710202021, 0.71919192, 0.728181819,
0.737171718, 0.746161617,
0.755151516, 0.764141415, 0.773131314,
0.782121213, 0.791111112,
0.800101011, 0.80909091, 0.818080809,
0.827070708, 0.836060607,
0.845050506, 0.854040405, 0.863030304,
0.872020203, 0.881010102,
0.890000001), Low = c(7118.22889879,
7198.74588723, 7202.19756567,
7205.63654441,
7209.06211889, 7212.47354473, 7215.87003521, 7219.25075859,
7222.61483517,
7225.96133418, 7229.28927041, 7232.59760064, 7235.88521975,
7239.15095652,
7242.39356918, 7245.61174055, 7248.8040728, 7251.96908185,
7255.10519126,
7258.21072566, 7261.28390362, 7264.32282997, 7267.32548746,
7270.28972767,
7273.21326125, 7276.0936472, 7278.92828132, 7281.7143836,
7284.44898447,
7287.12890981, 7289.75076469, 7292.31091545, 7294.80547025,
7297.23025772,
7299.5808036, 7301.85230504, 7304.03960253, 7306.13714891,
7308.13897531,
7310.03865366, 7311.82925527, 7313.50330516, 7315.05273141,
7316.46880922,
7317.74209876, 7318.86237619, 7319.81855692, 7320.59861012,
7321.18946333,
7321.57689588, 7321.74541961, 7321.678145, 7321.35663099,
7320.76071577,
7319.86832617, 7318.65526223, 7317.09495336, 7315.15818179,
7312.81276812,
7310.02321309, 7306.7502885, 7302.95056882, 7298.57589369,
7293.57274947,
7287.88155557, 7281.43583878, 7274.16127505, 7265.97457404,
7256.78217653,
7246.47872816, 7234.94528475, 7222.04719437, 7207.63158811,
7191.52439555,
7173.52677949, 7153.41085818, 7130.91454853, 7105.73531868,
7077.52257998,
7045.86837049, 7010.29587987, 6970.24522727, 6925.05571843,
6873.94355449,
6815.97361626, 6750.02346243, 6674.73699741, 6588.46429282,
6489.18264441,
6374.39189638, 6240.97402156, 6085.00235313, 5901.47881048,
5683.96641688,
5424.06674216, 5110.66298423, 4728.80081891, 4257.99514316,
3669.60082983,
2922.6078062), High = c(7118.22889879, 7198.73069287,
7202.13567036, 7205.49469474, 7208.80521654, 7212.06454229,
7215.26982532,
7218.41805599, 7221.50605116, 7224.53044288, 7227.48766626,
7230.37394647,
7233.18528464, 7235.91744284, 7238.56592778, 7241.12597328,
7243.59252142,
7245.96020213, 7248.22331114, 7250.3757862, 7252.41118136,
7254.32263905,
7256.1028599, 7257.74407005, 7259.23798555, 7260.57577384,
7261.74801177,
7262.74464001, 7263.5549133, 7264.16734637, 7264.56965475,
7264.74869031,
7264.69037066, 7264.37960193, 7263.80019421, 7262.93476875,
7261.76465611,
7260.26978417, 7258.42855498, 7256.2177089, 7253.61217492,
7250.58490516,
7247.1066919, 7243.14596494, 7238.6685668, 7233.63750309,
7228.01266486,
7221.75051921, 7214.80376422, 7207.12094325, 7198.64601318,
7189.31786036,
7179.06975677, 7167.82874812, 7155.51496388, 7142.04083786,
7127.31022594,
7111.21740525, 7093.6459365, 7074.46736768, 7053.53975373,
7030.70596185,
7005.79172659, 6978.60341186, 6948.92542873, 6916.51724768,
6881.10993137,
6842.40209847, 6800.05521033, 6753.68804819, 6702.87021938,
6647.11449352,
6585.86772328, 6518.50004474, 6444.29197687, 6362.41894264,
6271.93260934,
6171.73828277, 6060.56737789, 5936.94370783, 5799.14196159,
5645.13624236,
5472.53586574, 5278.5047004, 5059.65907105, 4811.93748795,
4530.43299682,
4209.17542618, 3840.84573636, 3416.39725665, 2924.54758403,
2351.08829921,
1677.93413337, 881.793254374, -67.723576975, -1210.84187318,
-2601.67300103, -4314.3411342, -6452.49702682, -9164.53328152
)), .Names = c("effort",
"Low", "High"), class = "data.frame", row.names = c(NA,
-100L))
print(prop3$effort[seq(along=prop3$High)[prop3$High == max(prop3$High)]])
print(prop3$effort[seq(along=prop3$Low)[prop3$Low == max(prop3$Low)]])
[/code]
Thanks a lot!
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