Deming's funnel: Difference between revisions
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Line 192:
Mean x, y : 3.1341, 5.4210
Std dev x, y : 1.5874, 3.9304
</pre>
=={{header|Go}}==
{{trans|Python}}
<lang go>package main
import (
"fmt"
"math"
)
type rule func(float64, float64) float64
var dxs = []float64{
-0.533, 0.270, 0.859, -0.043, -0.205, -0.127, -0.071, 0.275,
1.251, -0.231, -0.401, 0.269, 0.491, 0.951, 1.150, 0.001,
-0.382, 0.161, 0.915, 2.080, -2.337, 0.034, -0.126, 0.014,
0.709, 0.129, -1.093, -0.483, -1.193, 0.020, -0.051, 0.047,
-0.095, 0.695, 0.340, -0.182, 0.287, 0.213, -0.423, -0.021,
-0.134, 1.798, 0.021, -1.099, -0.361, 1.636, -1.134, 1.315,
0.201, 0.034, 0.097, -0.170, 0.054, -0.553, -0.024, -0.181,
-0.700, -0.361, -0.789, 0.279, -0.174, -0.009, -0.323, -0.658,
0.348, -0.528, 0.881, 0.021, -0.853, 0.157, 0.648, 1.774,
-1.043, 0.051, 0.021, 0.247, -0.310, 0.171, 0.000, 0.106,
0.024, -0.386, 0.962, 0.765, -0.125, -0.289, 0.521, 0.017,
0.281, -0.749, -0.149, -2.436, -0.909, 0.394, -0.113, -0.598,
0.443, -0.521, -0.799, 0.087,
}
var dys = []float64{
0.136, 0.717, 0.459, -0.225, 1.392, 0.385, 0.121, -0.395,
0.490, -0.682, -0.065, 0.242, -0.288, 0.658, 0.459, 0.000,
0.426, 0.205, -0.765, -2.188, -0.742, -0.010, 0.089, 0.208,
0.585, 0.633, -0.444, -0.351, -1.087, 0.199, 0.701, 0.096,
-0.025, -0.868, 1.051, 0.157, 0.216, 0.162, 0.249, -0.007,
0.009, 0.508, -0.790, 0.723, 0.881, -0.508, 0.393, -0.226,
0.710, 0.038, -0.217, 0.831, 0.480, 0.407, 0.447, -0.295,
1.126, 0.380, 0.549, -0.445, -0.046, 0.428, -0.074, 0.217,
-0.822, 0.491, 1.347, -0.141, 1.230, -0.044, 0.079, 0.219,
0.698, 0.275, 0.056, 0.031, 0.421, 0.064, 0.721, 0.104,
-0.729, 0.650, -1.103, 0.154, -1.720, 0.051, -0.385, 0.477,
1.537, -0.901, 0.939, -0.411, 0.341, -0.411, 0.106, 0.224,
-0.947, -1.424, -0.542, -1.032,
}
func funnel(fa []float64, r rule) []float64 {
x := 0.0
result := make([]float64, len(fa))
for i, f := range fa {
result[i] = x + f
x = r(x, f)
}
return result
}
func mean(fa []float64) float64 {
sum := 0.0
for _, f := range fa {
sum += f
}
return sum / float64(len(fa))
}
func stdDev(fa []float64) float64 {
m := mean(fa)
sum := 0.0
for _, f := range fa {
sum += (f - m) * (f - m)
}
return math.Sqrt(sum / float64(len(fa)))
}
func experiment(label string, r rule) {
rxs := funnel(dxs, r)
rys := funnel(dys, r)
fmt.Println(label, " : x y")
fmt.Printf("Mean : %7.4f, %7.4f\n", mean(rxs), mean(rys))
fmt.Printf("Std Dev : %7.4f, %7.4f\n", stdDev(rxs), stdDev(rys))
fmt.Println()
}
func main() {
experiment("Rule 1", func(_, _ float64) float64 {
return 0.0
})
experiment("Rule 2", func(_, dz float64) float64 {
return -dz
})
experiment("Rule 3", func(z, dz float64) float64 {
return -(z + dz)
})
experiment("Rule 4", func(z, dz float64) float64 {
return z + dz
})
}</lang>
{{out}}
<pre>
Rule 1 : x y
Mean : 0.0004, 0.0702
Std Dev : 0.7153, 0.6462
Rule 2 : x y
Mean : 0.0009, -0.0103
Std Dev : 1.0371, 0.8999
Rule 3 : x y
Mean : 0.0439, -0.0063
Std Dev : 7.9871, 4.7784
Rule 4 : x y
Mean : 3.1341, 5.4210
Std Dev : 1.5874, 3.9304
</pre>
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