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Jan 26th, 2018
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  1. Linear model Poly45:
  2. f(x,y) = p00 + p10*x + p01*y + p20*x^2 + p11*x*y + p02*y^2 + p30*x^3 + p21*x^2*y
  3. + p12*x*y^2 + p03*y^3 + p40*x^4 + p31*x^3*y + p22*x^2*y^2
  4. + p13*x*y^3 + p04*y^4 + p41*x^4*y + p32*x^3*y^2 + p23*x^2*y^3
  5. + p14*x*y^4 + p05*y^5
  6. where x is normalized by mean 33 and std 12.22
  7. and where y is normalized by mean 1750 and std 172.1
  8. Coefficients (with 95% confidence bounds):
  9. p00 = 36.66 (36.03, 37.29)
  10. p10 = 10.7 (9.717, 11.69)
  11. p01 = -0.6188 (-2.218, 0.9801)
  12. p20 = 3.7 (2.58, 4.82)
  13. p11 = -0.8119 (-1.629, 0.004739)
  14. p02 = -0.529 (-1.676, 0.6183)
  15. p30 = 0.7153 (0.1308, 1.3)
  16. p21 = -2.21 (-3.504, -0.9162)
  17. p12 = -0.1073 (-1.415, 1.201)
  18. p03 = -0.5404 (-3.232, 2.151)
  19. p40 = -0.3607 (-0.8689, 0.1475)
  20. p31 = -0.04183 (-0.4278, 0.3441)
  21. p22 = 0.2402 (-0.08403, 0.5645)
  22. p13 = -0.1561 (-0.4678, 0.1555)
  23. p04 = 0.1993 (-0.271, 0.6697)
  24. p41 = 0.9395 (0.4274, 1.452)
  25. p32 = 0.154 (-0.2943, 0.6024)
  26. p23 = -0.0001323 (-0.4166, 0.4163)
  27. p14 = 0.06349 (-0.4104, 0.5374)
  28. p05 = 0.09148 (-0.8798, 1.063)
  29.  
  30. Goodness of fit:
  31. SSE: 29.55
  32. R-square: 0.997
  33. Adjusted R-square: 0.9958
  34. RMSE: 0.8015
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