NIST/ITL StRD | |
Dataset Name: Kirby2 (Kirby2.dat) | |
File Format: ASCII | |
Starting Values (lines 41 to 45) | |
Certified Values (lines 41 to 50) | |
Data (lines 61 to 211) | |
Procedure: Nonlinear Least Squares Regression | |
Description: These data are the result of a NIST study involving | |
scanning electron microscope line with standards. | |
Reference: Kirby, R., NIST (197?). | |
Scanning electron microscope line width standards. | |
Data: 1 Response (y) | |
1 Predictor (x) | |
151 Observations | |
Average Level of Difficulty | |
Observed Data | |
Model: Rational Class (quadratic/quadratic) | |
5 Parameters (b1 to b5) | |
y = (b1 + b2*x + b3*x**2) / | |
(1 + b4*x + b5*x**2) + e | |
Starting values Certified Values | |
Start 1 Start 2 Parameter Standard Deviation | |
b1 = 2 1.5 1.6745063063E+00 8.7989634338E-02 | |
b2 = -0.1 -0.15 -1.3927397867E-01 4.1182041386E-03 | |
b3 = 0.003 0.0025 2.5961181191E-03 4.1856520458E-05 | |
b4 = -0.001 -0.0015 -1.7241811870E-03 5.8931897355E-05 | |
b5 = 0.00001 0.00002 2.1664802578E-05 2.0129761919E-07 | |
Residual Sum of Squares: 3.9050739624E+00 | |
Residual Standard Deviation: 1.6354535131E-01 | |
Degrees of Freedom: 146 | |
Number of Observations: 151 | |
Data: y x | |
0.0082E0 9.65E0 | |
0.0112E0 10.74E0 | |
0.0149E0 11.81E0 | |
0.0198E0 12.88E0 | |
0.0248E0 14.06E0 | |
0.0324E0 15.28E0 | |
0.0420E0 16.63E0 | |
0.0549E0 18.19E0 | |
0.0719E0 19.88E0 | |
0.0963E0 21.84E0 | |
0.1291E0 24.00E0 | |
0.1710E0 26.25E0 | |
0.2314E0 28.86E0 | |
0.3227E0 31.85E0 | |
0.4809E0 35.79E0 | |
0.7084E0 40.18E0 | |
1.0220E0 44.74E0 | |
1.4580E0 49.53E0 | |
1.9520E0 53.94E0 | |
2.5410E0 58.29E0 | |
3.2230E0 62.63E0 | |
3.9990E0 67.03E0 | |
4.8520E0 71.25E0 | |
5.7320E0 75.22E0 | |
6.7270E0 79.33E0 | |
7.8350E0 83.56E0 | |
9.0250E0 87.75E0 | |
10.2670E0 91.93E0 | |
11.5780E0 96.10E0 | |
12.9440E0 100.28E0 | |
14.3770E0 104.46E0 | |
15.8560E0 108.66E0 | |
17.3310E0 112.71E0 | |
18.8850E0 116.88E0 | |
20.5750E0 121.33E0 | |
22.3200E0 125.79E0 | |
22.3030E0 125.79E0 | |
23.4600E0 128.74E0 | |
24.0600E0 130.27E0 | |
25.2720E0 133.33E0 | |
25.8530E0 134.79E0 | |
27.1100E0 137.93E0 | |
27.6580E0 139.33E0 | |
28.9240E0 142.46E0 | |
29.5110E0 143.90E0 | |
30.7100E0 146.91E0 | |
31.3500E0 148.51E0 | |
32.5200E0 151.41E0 | |
33.2300E0 153.17E0 | |
34.3300E0 155.97E0 | |
35.0600E0 157.76E0 | |
36.1700E0 160.56E0 | |
36.8400E0 162.30E0 | |
38.0100E0 165.21E0 | |
38.6700E0 166.90E0 | |
39.8700E0 169.92E0 | |
40.0300E0 170.32E0 | |
40.5000E0 171.54E0 | |
41.3700E0 173.79E0 | |
41.6700E0 174.57E0 | |
42.3100E0 176.25E0 | |
42.7300E0 177.34E0 | |
43.4600E0 179.19E0 | |
44.1400E0 181.02E0 | |
44.5500E0 182.08E0 | |
45.2200E0 183.88E0 | |
45.9200E0 185.75E0 | |
46.3000E0 186.80E0 | |
47.0000E0 188.63E0 | |
47.6800E0 190.45E0 | |
48.0600E0 191.48E0 | |
48.7400E0 193.35E0 | |
49.4100E0 195.22E0 | |
49.7600E0 196.23E0 | |
50.4300E0 198.05E0 | |
51.1100E0 199.97E0 | |
51.5000E0 201.06E0 | |
52.1200E0 202.83E0 | |
52.7600E0 204.69E0 | |
53.1800E0 205.86E0 | |
53.7800E0 207.58E0 | |
54.4600E0 209.50E0 | |
54.8300E0 210.65E0 | |
55.4000E0 212.33E0 | |
56.4300E0 215.43E0 | |
57.0300E0 217.16E0 | |
58.0000E0 220.21E0 | |
58.6100E0 221.98E0 | |
59.5800E0 225.06E0 | |
60.1100E0 226.79E0 | |
61.1000E0 229.92E0 | |
61.6500E0 231.69E0 | |
62.5900E0 234.77E0 | |
63.1200E0 236.60E0 | |
64.0300E0 239.63E0 | |
64.6200E0 241.50E0 | |
65.4900E0 244.48E0 | |
66.0300E0 246.40E0 | |
66.8900E0 249.35E0 | |
67.4200E0 251.32E0 | |
68.2300E0 254.22E0 | |
68.7700E0 256.24E0 | |
69.5900E0 259.11E0 | |
70.1100E0 261.18E0 | |
70.8600E0 264.02E0 | |
71.4300E0 266.13E0 | |
72.1600E0 268.94E0 | |
72.7000E0 271.09E0 | |
73.4000E0 273.87E0 | |
73.9300E0 276.08E0 | |
74.6000E0 278.83E0 | |
75.1600E0 281.08E0 | |
75.8200E0 283.81E0 | |
76.3400E0 286.11E0 | |
76.9800E0 288.81E0 | |
77.4800E0 291.08E0 | |
78.0800E0 293.75E0 | |
78.6000E0 295.99E0 | |
79.1700E0 298.64E0 | |
79.6200E0 300.84E0 | |
79.8800E0 302.02E0 | |
80.1900E0 303.48E0 | |
80.6600E0 305.65E0 | |
81.2200E0 308.27E0 | |
81.6600E0 310.41E0 | |
82.1600E0 313.01E0 | |
82.5900E0 315.12E0 | |
83.1400E0 317.71E0 | |
83.5000E0 319.79E0 | |
84.0000E0 322.36E0 | |
84.4000E0 324.42E0 | |
84.8900E0 326.98E0 | |
85.2600E0 329.01E0 | |
85.7400E0 331.56E0 | |
86.0700E0 333.56E0 | |
86.5400E0 336.10E0 | |
86.8900E0 338.08E0 | |
87.3200E0 340.60E0 | |
87.6500E0 342.57E0 | |
88.1000E0 345.08E0 | |
88.4300E0 347.02E0 | |
88.8300E0 349.52E0 | |
89.1200E0 351.44E0 | |
89.5400E0 353.93E0 | |
89.8500E0 355.83E0 | |
90.2500E0 358.32E0 | |
90.5500E0 360.20E0 | |
90.9300E0 362.67E0 | |
91.2000E0 364.53E0 | |
91.5500E0 367.00E0 | |
92.2000E0 371.30E0 |