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+NIST/ITL StRD
+Dataset Name: BoxBOD (BoxBOD.dat)
+
+File Format: ASCII
+ Starting Values (lines 41 to 42)
+ Certified Values (lines 41 to 47)
+ Data (lines 61 to 66)
+
+Procedure: Nonlinear Least Squares Regression
+
+Description: These data are described in detail in Box, Hunter and
+ Hunter (1978). The response variable is biochemical
+ oxygen demand (BOD) in mg/l, and the predictor
+ variable is incubation time in days.
+
+
+Reference: Box, G. P., W. G. Hunter, and J. S. Hunter (1978).
+ Statistics for Experimenters.
+ New York, NY: Wiley, pp. 483-487.
+
+
+
+
+
+Data: 1 Response (y = biochemical oxygen demand)
+ 1 Predictor (x = incubation time)
+ 6 Observations
+ Higher Level of Difficulty
+ Observed Data
+
+Model: Exponential Class
+ 2 Parameters (b1 and b2)
+
+ y = b1*(1-exp[-b2*x]) + e
+
+
+
+ Starting values Certified Values
+
+ Start 1 Start 2 Parameter Standard Deviation
+ b1 = 1 100 2.1380940889E+02 1.2354515176E+01
+ b2 = 1 0.75 5.4723748542E-01 1.0455993237E-01
+
+Residual Sum of Squares: 1.1680088766E+03
+Residual Standard Deviation: 1.7088072423E+01
+Degrees of Freedom: 4
+Number of Observations: 6
+
+
+
+
+
+
+
+
+
+
+
+
+Data: y x
+ 109 1
+ 149 2
+ 149 3
+ 191 5
+ 213 7
+ 224 10