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Sameer Agarwalea117042012-08-29 18:18:48 -07001NIST/ITL StRD
2Dataset Name: Misra1d (Misra1d.dat)
3
4File Format: ASCII
5 Starting Values (lines 41 to 42)
6 Certified Values (lines 41 to 47)
7 Data (lines 61 to 74)
8
9Procedure: Nonlinear Least Squares Regression
10
11Description: These data are the result of a NIST study regarding
12 dental research in monomolecular adsorption. The
13 response variable is volume, and the predictor
14 variable is pressure.
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16Reference: Misra, D., NIST (1978).
17 Dental Research Monomolecular Adsorption Study.
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25Data: 1 Response (y = volume)
26 1 Predictor (x = pressure)
27 14 Observations
28 Average Level of Difficulty
29 Observed Data
30
31Model: Miscellaneous Class
32 2 Parameters (b1 and b2)
33
34 y = b1*b2*x*((1+b2*x)**(-1)) + e
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36
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38 Starting values Certified Values
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40 Start 1 Start 2 Parameter Standard Deviation
41 b1 = 500 450 4.3736970754E+02 3.6489174345E+00
42 b2 = 0.0001 0.0003 3.0227324449E-04 2.9334354479E-06
43
44Residual Sum of Squares: 5.6419295283E-02
45Residual Standard Deviation: 6.8568272111E-02
46Degrees of Freedom: 12
47Number of Observations: 14
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60Data: y x
61 10.07E0 77.6E0
62 14.73E0 114.9E0
63 17.94E0 141.1E0
64 23.93E0 190.8E0
65 29.61E0 239.9E0
66 35.18E0 289.0E0
67 40.02E0 332.8E0
68 44.82E0 378.4E0
69 50.76E0 434.8E0
70 55.05E0 477.3E0
71 61.01E0 536.8E0
72 66.40E0 593.1E0
73 75.47E0 689.1E0
74 81.78E0 760.0E0