ZunZun.com Linear 3D z = a + bx + cy

Introduction and PDF Link

Please select an item from the pull-down menu above.

You can download almost all of these reports as a single PDF file.
Hint: if the graphs are too small, you can go back and increase the graph size.

Feedback

Enter comments, questions, or general feedback here then press
"Send Feedback". Suggestions for equations are always welcome.
Your email address isn't required unless you'd like a reply.

If you'd prefer to email me directly, use
zunzun@zunzun.com
or try the ZunZun.com Google discussion group.

Server Load

ZunZun.com is hosted on Linode 1536 Xen 4-core virtual server.

Load < 4 means the server cores are running with a light load.

Load = 4 means the server cores each average 100% CPU with a single user.

Load > 4 means the server cores each average 100% CPU with multiple users.

Virtual server load for the last 24 hours:

Virtual server load for the last 30 days:

Dedication

This site is dedicated to Jesus of Nazareth, son of the living God.


Ephesians 4:28

Let him that stole steal no more:
but rather let him labour,
working with his hands the thing which is good,
that he may have to give to him that needeth.

Philippians 4:11-13

Not that I speak in respect of want: for I have learned, in whatsoever state I am, therewith to be content. I know both how to be abased, and I know how to abound: every where and in all things I am instructed both to be full and to be hungry, both to abound and to suffer need. I can do all things through Christ which strengtheneth me.

Read or search the King James Version of the Holy Bible online.

Coefficients

z = a + bx + cy

Fitting target of sum of squared absolute error = 2.7273361918749470E+04

a =  1.3962243554245268E+02
b = -5.7836120378728895E+00
c = -1.9800812271384505E+00

Coefficient and Fit Statistics

From scipy.odr.odrpack and http://www.scipy.org/Cookbook/OLS

Degrees of freedom (error): 271.0
Degrees of freedom (regression): 2.0
R-squared: 0.925825599636
R-squared adjusted: 0.925278187087
Model F-statistic: 1691.27580587
Model F-statistic p-value: 1.11022302463e-16
Model log-likelihood: -1019.0628154
AIC: 7.46031252116
BIC: 7.49987231795
Root Mean Squared Error (RMSE): 9.97686409759

a = 1.3962243554245268E+02
       std err squared: 2.97657E+00
       t-stat: 8.09276E+01
       p-stat: 0.00000E+00
       95% confidence intervals: [1.36226E+02, 1.43019E+02]
b = -5.7836120378728895E+00
       std err squared: 1.62972E-02
       t-stat: -4.53046E+01
       p-stat: 0.00000E+00
       95% confidence intervals: [-6.03494E+00, -5.53228E+00]
c = -1.9800812271384505E+00
       std err squared: 4.35467E-02
       t-stat: -9.48867E+00
       p-stat: 0.00000E+00
       95% confidence intervals: [-2.39092E+00, -1.56924E+00]

Coefficient Covariance Matrix
[ 0.02957653 -0.00070978 -0.00216585]
[-0.00070978 0.00016194 -0.00013012]
[-0.00216585 -0.00013012 0.0004327 ]

Error Listing

Dependent Data    Predicted        Abs Error       Rel Error
 1.144056E+02    1.253707E+02    1.096517E+01    9.584469E-02
 1.165982E+02    1.277955E+02    1.119731E+01    9.603328E-02
 1.247213E+02    1.223454E+02   -2.375945E+00   -1.905003E-02
 1.181322E+02    1.222036E+02    4.071392E+00    3.446470E-02
 1.027935E+02    1.117380E+02    8.944477E+00    8.701401E-02
 9.687652E+01    1.053451E+02    8.468616E+00    8.741659E-02
 9.660476E+01    1.087135E+02    1.210876E+01    1.253433E-01
 1.132766E+02    1.187262E+02    5.449569E+00    4.810851E-02
 1.109627E+02    1.032991E+02   -7.663585E+00   -6.906454E-02
 1.056531E+02    1.159716E+02    1.031841E+01    9.766311E-02
 1.198562E+02    1.154158E+02   -4.440464E+00   -3.704825E-02
 1.110517E+02    1.053201E+02   -5.731645E+00   -5.161238E-02
 1.177175E+02    1.144540E+02   -3.263498E+00   -2.772313E-02
 9.310595E+01    1.079957E+02    1.488978E+01    1.599229E-01
 9.767221E+01    1.072385E+02    9.566325E+00    9.794316E-02
 9.938505E+01    1.056093E+02    6.224292E+00    6.262805E-02
 9.385293E+01    1.055723E+02    1.171938E+01    1.248697E-01
 1.023466E+02    1.069992E+02    4.652556E+00    4.545880E-02
 1.110641E+02    1.068875E+02   -4.176559E+00   -3.760494E-02
 1.188746E+02    1.168217E+02   -2.052908E+00   -1.726953E-02
 9.878313E+01    1.050890E+02    6.305838E+00    6.383517E-02
 1.048060E+02    1.133774E+02    8.571340E+00    8.178288E-02
 1.090664E+02    1.088404E+02   -2.260166E-01   -2.072284E-03
 1.176735E+02    1.107798E+02   -6.893663E+00   -5.858299E-02
 1.197665E+02    1.104166E+02   -9.349939E+00   -7.806804E-02
 9.079342E+01    1.024536E+02    1.166018E+01    1.284254E-01
 1.005107E+02    9.801478E+01   -2.495882E+00   -2.483201E-02
 9.099924E+01    1.039943E+02    1.299504E+01    1.428038E-01
 1.031423E+02    1.048988E+02    1.756559E+00    1.703045E-02
 9.130969E+01    1.003715E+02    9.061835E+00    9.924287E-02
 9.300401E+01    1.027925E+02    9.788486E+00    1.052480E-01
 9.077515E+01    9.845180E+01    7.676650E+00    8.456775E-02
 9.066233E+01    1.069235E+02    1.626117E+01    1.793597E-01
 1.021963E+02    1.041656E+02    1.969272E+00    1.926950E-02
 1.184951E+02    1.116164E+02   -6.878768E+00   -5.805106E-02
 1.110644E+02    1.044296E+02   -6.634795E+00   -5.973829E-02
 1.027432E+02    1.033153E+02    5.720648E-01    5.567907E-03
 9.973366E+01    1.053790E+02    5.645314E+00    5.660389E-02
 1.011795E+02    1.054402E+02    4.260691E+00    4.211021E-02
 9.505826E+01    9.692845E+01    1.870190E+00    1.967415E-02
 1.066601E+02    1.049433E+02   -1.716771E+00   -1.609572E-02
 1.033046E+02    1.072497E+02    3.945148E+00    3.818948E-02
 1.108460E+02    8.992887E+01   -2.091714E+01   -1.887045E-01
 9.105981E+01    9.793624E+01    6.876439E+00    7.551564E-02
 1.132473E+02    1.039477E+02   -9.299635E+00   -8.211793E-02
 1.111634E+02    9.500856E+01   -1.615486E+01   -1.453253E-01
 1.000284E+02    1.018829E+02    1.854516E+00    1.853990E-02
 9.728489E+01    9.829032E+01    1.005433E+00    1.033494E-02
 1.008604E+02    9.651304E+01   -4.347355E+00   -4.310270E-02
 9.794537E+01    1.000748E+02    2.129395E+00    2.174064E-02
 9.246729E+01    1.007888E+02    8.321521E+00    8.999422E-02
 8.510761E+01    9.818339E+01    1.307577E+01    1.536381E-01
 1.003105E+02    1.022414E+02    1.930869E+00    1.924893E-02
 1.109298E+02    1.011690E+02   -9.760801E+00   -8.799079E-02
 7.813135E+01    8.853775E+01    1.040639E+01    1.331910E-01
 8.791456E+01    9.658515E+01    8.670589E+00    9.862517E-02
 1.050945E+02    9.638762E+01   -8.706889E+00   -8.284818E-02
 1.168410E+02    9.173807E+01   -2.510293E+01   -2.148469E-01
 1.088026E+02    1.036858E+02   -5.116813E+00   -4.702840E-02
 9.863023E+01    9.294996E+01   -5.680265E+00   -5.759152E-02
 1.068729E+02    1.013887E+02   -5.484239E+00   -5.131550E-02
 9.745823E+01    8.755851E+01   -9.899729E+00   -1.015792E-01
 7.468789E+01    8.329427E+01    8.606378E+00    1.152312E-01
 9.023526E+01    8.972974E+01   -5.055205E-01   -5.602250E-03
 1.014209E+02    8.538582E+01   -1.603512E+01   -1.581046E-01
 7.632297E+01    9.265429E+01    1.633132E+01    2.139765E-01
 9.048689E+01    8.698259E+01   -3.504303E+00   -3.872719E-02
 9.961898E+01    8.996265E+01   -9.656325E+00   -9.693258E-02
 1.056861E+02    9.617252E+01   -9.513626E+00   -9.001772E-02
 9.273282E+01    9.722479E+01    4.491972E+00    4.843994E-02
 8.020041E+01    8.747025E+01    7.269835E+00    9.064585E-02
 8.508996E+01    8.948200E+01    4.392034E+00    5.161636E-02
 9.195224E+01    9.275039E+01    7.981465E-01    8.680011E-03
 1.005450E+02    9.141952E+01   -9.125464E+00   -9.076001E-02
 8.586231E+01    8.401961E+01   -1.842698E+00   -2.146108E-02
 9.490234E+01    8.946809E+01   -5.434252E+00   -5.726152E-02
 7.787576E+01    8.328857E+01    5.412815E+00    6.950577E-02
 7.607169E+01    8.096358E+01    4.891889E+00    6.430630E-02
 8.004914E+01    8.511143E+01    5.062287E+00    6.323974E-02
 7.473383E+01    8.832981E+01    1.359598E+01    1.819253E-01
 9.994287E+01    9.617512E+01   -3.767743E+00   -3.769897E-02
 9.505215E+01    8.042801E+01   -1.462413E+01   -1.538538E-01
 8.857420E+01    8.564373E+01   -2.930464E+00   -3.308485E-02
 9.427028E+01    9.123417E+01   -3.036108E+00   -3.220641E-02
 7.631986E+01    8.218020E+01    5.860334E+00    7.678649E-02
 1.009158E+02    9.026468E+01   -1.065108E+01   -1.055443E-01
 7.732726E+01    8.181864E+01    4.491382E+00    5.808278E-02
 7.197731E+01    7.796815E+01    5.990843E+00    8.323238E-02
 9.221700E+01    8.396113E+01   -8.255879E+00   -8.952664E-02
 8.188151E+01    8.780836E+01    5.926850E+00    7.238325E-02
 9.711163E+01    8.953495E+01   -7.576687E+00   -7.802038E-02
 9.268912E+01    8.719264E+01   -5.496478E+00   -5.930014E-02
 9.298825E+01    8.903609E+01   -3.952156E+00   -4.250167E-02
 8.616497E+01    8.313267E+01   -3.032304E+00   -3.519184E-02
 9.584514E+01    7.879314E+01   -1.705200E+01   -1.779120E-01
 8.933571E+01    8.153183E+01   -7.803881E+00   -8.735455E-02
 9.492333E+01    8.378581E+01   -1.113752E+01   -1.173317E-01
 8.571659E+01    6.985022E+01   -1.586637E+01   -1.851027E-01
 9.524660E+01    8.455968E+01   -1.068692E+01   -1.122027E-01
 7.203382E+01    7.689598E+01    4.862165E+00    6.749836E-02
 8.734581E+01    6.729737E+01   -2.004843E+01   -2.295294E-01
 9.826337E+01    7.732147E+01   -2.094190E+01   -2.131201E-01
 8.951977E+01    7.886283E+01   -1.065694E+01   -1.190457E-01
 7.931811E+01    7.109377E+01   -8.224335E+00   -1.036880E-01
 8.678164E+01    7.957494E+01   -7.206702E+00   -8.304409E-02
 9.495835E+01    7.913042E+01   -1.582792E+01   -1.666828E-01
 6.323671E+01    6.051747E+01   -2.719234E+00   -4.300088E-02
 5.813234E+01    6.822371E+01    1.009136E+01    1.735929E-01
 7.870284E+01    7.486741E+01   -3.835430E+00   -4.873306E-02
 6.013419E+01    6.771530E+01    7.581115E+00    1.260700E-01
 8.867818E+01    7.699051E+01   -1.168767E+01   -1.317987E-01
 9.384331E+01    7.864414E+01   -1.519917E+01   -1.619633E-01
 7.341213E+01    7.207267E+01   -1.339459E+00   -1.824574E-02
 7.542944E+01    7.060254E+01   -4.826896E+00   -6.399221E-02
 8.995661E+01    7.540537E+01   -1.455124E+01   -1.617584E-01
 6.896957E+01    6.358795E+01   -5.381619E+00   -7.802889E-02
 7.831029E+01    7.354431E+01   -4.765987E+00   -6.086029E-02
 7.908440E+01    6.408035E+01   -1.500405E+01   -1.897220E-01
 8.812186E+01    7.674848E+01   -1.137338E+01   -1.290642E-01
 8.620902E+01    7.217867E+01   -1.403036E+01   -1.627481E-01
 4.167653E+01    5.669513E+01    1.501861E+01    3.603613E-01
 5.460700E+01    6.299082E+01    8.383827E+00    1.535303E-01
 6.637259E+01    6.859327E+01    2.220673E+00    3.345768E-02
 8.490620E+01    7.391391E+01   -1.099229E+01   -1.294639E-01
 6.643270E+01    6.770236E+01    1.269660E+00    1.911197E-02
 6.057494E+01    5.714045E+01   -3.434492E+00   -5.669823E-02
 9.212290E+01    6.853388E+01   -2.358902E+01   -2.560603E-01
 4.423131E+01    5.776576E+01    1.353445E+01    3.059926E-01
 5.000941E+01    5.577880E+01    5.769397E+00    1.153662E-01
 4.161383E+01    5.665797E+01    1.504414E+01    3.615179E-01
 7.499339E+01    6.558460E+01   -9.408794E+00   -1.254616E-01
 6.362367E+01    5.678066E+01   -6.843007E+00   -1.075544E-01
 8.165218E+01    6.478678E+01   -1.686540E+01   -2.065517E-01
 6.166637E+01    5.666124E+01   -5.005128E+00   -8.116462E-02
 8.047945E+01    6.753132E+01   -1.294813E+01   -1.608874E-01
 5.329823E+01    6.619209E+01    1.289387E+01    2.419192E-01
 8.171923E+01    6.731525E+01   -1.440398E+01   -1.762618E-01
 6.287243E+01    5.155586E+01   -1.131657E+01   -1.799925E-01
 3.236629E+01    5.672380E+01    2.435751E+01    7.525578E-01
 7.698777E+01    5.826382E+01   -1.872395E+01   -2.432068E-01
 4.203417E+01    5.273710E+01    1.070292E+01    2.546243E-01
 6.247406E+01    5.783206E+01   -4.641998E+00   -7.430280E-02
 5.031551E+01    5.791630E+01    7.600794E+00    1.510627E-01
 4.079010E+01    5.288911E+01    1.209901E+01    2.966164E-01
 7.409612E+01    6.179867E+01   -1.229745E+01   -1.659662E-01
 4.909719E+01    6.053114E+01    1.143394E+01    2.328838E-01
 6.883760E+01    6.364925E+01   -5.188357E+00   -7.537097E-02
 4.725370E+01    5.363069E+01    6.376980E+00    1.349520E-01
 5.641348E+01    5.098438E+01   -5.429099E+00   -9.623763E-02
 5.032237E+01    5.147788E+01    1.155512E+00    2.296219E-02
 3.536617E+01    4.653415E+01    1.116797E+01    3.157812E-01
 2.820238E+01    4.605018E+01    1.784780E+01    6.328473E-01
 5.316745E+01    5.276503E+01   -4.024209E-01   -7.568932E-03
 1.486043E+01    4.831554E+01    3.345511E+01    2.251288E+00
 4.173364E+01    4.873790E+01    7.004259E+00    1.678324E-01
 4.507615E+01    4.821732E+01    3.141166E+00    6.968578E-02
 3.889289E+01    5.429753E+01    1.540464E+01    3.960786E-01
 4.526158E+01    3.934470E+01   -5.916878E+00   -1.307263E-01
 3.875812E+01    4.778904E+01    9.030918E+00    2.330071E-01
 4.312116E+01    5.340133E+01    1.028017E+01    2.384019E-01
 4.590199E+01    4.667847E+01    7.764792E-01    1.691602E-02
 4.502597E+01    3.951516E+01   -5.510810E+00   -1.223918E-01
 6.836945E+01    4.325850E+01   -2.511095E+01   -3.672832E-01
 3.822371E+01    4.524169E+01    7.017978E+00    1.836027E-01
 4.442294E+01    4.197715E+01   -2.445789E+00   -5.505689E-02
 4.086237E+01    4.358022E+01    2.717849E+00    6.651227E-02
 4.445294E+01    3.843626E+01   -6.016671E+00   -1.353492E-01
 4.799785E+01    4.616550E+01   -1.832346E+00   -3.817559E-02
 4.577466E+01    3.986875E+01   -5.905904E+00   -1.290213E-01
 3.342865E+01    3.285362E+01   -5.750358E-01   -1.720188E-02
 4.039893E+01    2.500076E+01   -1.539817E+01   -3.811529E-01
 4.566975E+01    4.042119E+01   -5.248562E+00   -1.149243E-01
 2.662479E+01    3.734704E+01    1.072225E+01    4.027169E-01
 4.326983E+01    3.586683E+01   -7.402997E+00   -1.710891E-01
 5.405983E+01    4.840074E+01   -5.659087E+00   -1.046819E-01
 4.182387E+01    3.860604E+01   -3.217831E+00   -7.693766E-02
 3.557623E+01    3.462504E+01   -9.511881E-01   -2.673662E-02
 4.520473E+01    3.872027E+01   -6.484466E+00   -1.434466E-01
 4.230498E+01    3.922376E+01   -3.081214E+00   -7.283336E-02
 1.309223E+01    2.970396E+01    1.661173E+01    1.268824E+00
 1.992145E+01    4.236672E+01    2.244527E+01    1.126689E+00
 3.208927E+01    3.041124E+01   -1.678028E+00   -5.229249E-02
 4.122343E+01    3.820666E+01   -3.016771E+00   -7.318097E-02
 4.259141E+01    3.904571E+01   -3.545701E+00   -8.324920E-02
 4.243559E+01    3.968361E+01   -2.751985E+00   -6.485086E-02
 4.473376E+01    3.959506E+01   -5.138695E+00   -1.148729E-01
 1.645700E+01    2.777715E+01    1.132015E+01    6.878625E-01
 2.683665E+01    3.541437E+01    8.577715E+00    3.196269E-01
 3.529754E+01    4.681400E+01    1.151646E+01    3.262680E-01
 1.807464E+01    3.792727E+01    1.985263E+01    1.098369E+00
 5.604630E+01    4.145512E+01   -1.459119E+01   -2.603416E-01
 3.568727E+01    3.860696E+01    2.919689E+00    8.181318E-02
 3.279165E+00    2.561281E+01    2.233365E+01    6.810773E+00
 5.289576E+01    4.347848E+01   -9.417273E+00   -1.780346E-01
 2.511127E+01    3.365024E+01    8.538970E+00    3.400452E-01
 4.106573E+01    3.722276E+01   -3.842974E+00   -9.358104E-02
 7.990540E+00    3.670987E+01    2.871933E+01    3.594166E+00
 1.134515E+01    2.471528E+01    1.337013E+01    1.178488E+00
 2.776470E+01    2.955769E+01    1.792988E+00    6.457798E-02
 2.490547E+01    3.934650E+01    1.444104E+01    5.798340E-01
 3.297456E+01    3.562376E+01    2.649194E+00    8.034054E-02
 8.392864E+00    3.507542E+01    2.668256E+01    3.179195E+00
 1.181452E+01    1.633125E+01    4.516732E+00    3.823036E-01
 3.001050E+01    3.486452E+01    4.854019E+00    1.617440E-01
 1.080442E+01    2.186285E+01    1.105843E+01    1.023510E+00
 3.884949E+01    3.387471E+01   -4.974786E+00   -1.280528E-01
 1.741172E+01    2.010668E+01    2.694962E+00    1.547787E-01
 3.328902E+01    3.235058E+01   -9.384373E-01   -2.819060E-02
 2.405687E+01    2.293093E+01   -1.125935E+00   -4.680307E-02
 4.406946E+01    3.252491E+01   -1.154455E+01   -2.619625E-01
 1.463628E+01    1.735087E+01    2.714590E+00    1.854700E-01
 3.219308E+01    3.354594E+01    1.352857E+00    4.202323E-02
 3.965884E+01    3.047450E+01   -9.184344E+00   -2.315838E-01
 2.393221E+01    1.460551E+01   -9.326707E+00   -3.897135E-01
 3.234123E+01    1.934740E+01   -1.299383E+01   -4.017729E-01
 2.602191E+01    2.927547E+01    3.253561E+00    1.250316E-01
 2.413195E+01    2.212520E+01   -2.006751E+00   -8.315741E-02
 1.374655E+01    1.411545E+01    3.689010E-01    2.683590E-02
 2.434021E+01    2.335976E+01   -9.804433E-01   -4.028081E-02
 2.395329E+01    1.936139E+01   -4.591906E+00   -1.917025E-01
 2.824290E+01    1.888595E+01   -9.356948E+00   -3.313026E-01
 2.197011E+01    2.025524E+01   -1.714875E+00   -7.805490E-02
 6.512956E+00    1.292873E+01    6.415773E+00    9.850785E-01
 3.552441E+01    2.728199E+01   -8.242419E+00   -2.320213E-01
 1.078676E+01    2.903880E+01    1.825204E+01    1.692079E+00
 1.873534E+00    2.148152E+01    1.960799E+01    1.046578E+01
 9.637428E+00    1.224848E+01    2.611047E+00    2.709278E-01
 6.883541E+00    2.406957E+01    1.718603E+01    2.496685E+00
 9.130962E+00    1.769213E+01    8.561165E+00    9.375972E-01
 1.163624E+01    1.315920E+01    1.522964E+00    1.308811E-01
 1.516010E+01    1.539000E+01    2.298990E-01    1.516474E-02
 5.191561E+00    1.942097E+01    1.422941E+01    2.740874E+00
 2.206729E+01    1.417233E+01   -7.894963E+00   -3.577676E-01
 1.553118E+01    3.151441E+01    1.598324E+01    1.029106E+00
 7.608008E+00    2.125040E+01    1.364239E+01    1.793162E+00
 6.846595E+00    1.705893E+01    1.021233E+01    1.491593E+00
 1.303649E+01    3.643582E+00   -9.392913E+00   -7.205091E-01
 2.679341E+01    1.381225E+01   -1.298116E+01   -4.844908E-01
 6.579476E+00    1.393216E+01    7.352687E+00    1.117519E+00
 2.255902E+01    2.454464E+01    1.985619E+00    8.801885E-02
 2.200078E+01    1.998731E+01   -2.013476E+00   -9.151837E-02
 2.106159E+01    2.702841E+01    5.966824E+00    2.833036E-01
 5.195271E+00    1.380915E+01    8.613880E+00    1.658023E+00
 2.436724E+01    1.780267E+01   -6.564579E+00   -2.694018E-01
 2.751786E+01    2.284654E+01   -4.671322E+00   -1.697560E-01
 9.319353E+00    2.477233E-01   -9.071630E+00   -9.734184E-01
 7.308377E+00    1.514610E+01    7.837718E+00    1.072429E+00
 1.630777E+01    7.694920E+00   -8.612848E+00   -5.281439E-01
 5.503126E+00    1.023701E+01    4.733881E+00    8.602168E-01
 5.646250E+00    6.694461E+00    1.048210E+00    1.856472E-01
 9.896042E+00    1.057147E+01    6.754252E-01    6.825206E-02
 8.640725E+00    8.005784E+00   -6.349406E-01   -7.348234E-02
 1.138040E+01    1.869019E+01    7.309793E+00    6.423142E-01
 2.613814E+00    8.780091E+00    6.166277E+00    2.359111E+00
 1.110172E+01    7.059902E+00   -4.041817E+00   -3.640713E-01
 1.213487E+01    5.850811E+00   -6.284060E+00   -5.178514E-01
 7.139756E+00    7.875309E+00    7.355531E-01    1.030222E-01
 1.881000E+01    1.735665E+01   -1.453343E+00   -7.726440E-02
 1.057609E+01    7.700469E+00   -2.875619E+00   -2.718982E-01
 4.275923E+00    9.288156E+00    5.012233E+00    1.172199E+00
 9.152729E+00    1.594699E+01    6.794263E+00    7.423210E-01
 6.709812E+00   -4.782258E+00   -1.149207E+01   -1.712726E+00
 5.272345E+00   -4.208765E+00   -9.481110E+00   -1.798272E+00
 9.538149E+00   -8.339046E+00   -1.787719E+01   -1.874284E+00
 6.430300E+00    9.128419E+00    2.698119E+00    4.195945E-01
 1.304306E+01    1.170822E+01   -1.334848E+00   -1.023416E-01
 7.383266E+00    6.914057E+00   -4.692089E-01   -6.355032E-02
 1.236885E+00   -4.618238E+00   -5.855123E+00   -4.733764E+00
 5.486666E+00   -2.381867E+00   -7.868533E+00   -1.434119E+00
 4.290392E+00   -7.602451E-01   -5.050637E+00   -1.177197E+00
 4.552020E+00    1.923239E+00   -2.628781E+00   -5.774977E-01
 8.861965E+00   -9.049030E+00   -1.791100E+01   -2.021109E+00
 3.995360E+00    6.816862E-01   -3.313674E+00   -8.293805E-01
 9.916308E+00    1.140868E+00   -8.775440E+00   -8.849503E-01

Error Statistics

                      Absolute Error     Relative Error

  Minimum:             -2.511095E+01     -4.733764E+00 
  Maximum:              3.345511E+01      1.046578E+01 
  Mean:                -6.295046E-14      1.279927E-01 
  Std. Error of Mean:   6.038273E-01      6.072324E-02 
  Median:              -9.448127E-01     -1.864789E-02 
  Variance:             9.953782E+01      1.006636E+00 
  Standard Deviation:   9.976864E+00      1.003313E+00 
  Pop. Variance (N-1):  9.953782E+01      1.006636E+00 
  Pop. Std Dev (N-1):   9.976864E+00      1.003313E+00 
  Variation:           -1.584876E+14      7.838825E+00 
  Skew:                 2.084597E-01      5.027457E+00 
  Kurtosis:             8.238245E-02      4.900524E+01

Data Statistics

                             X                 Y               Z

  Minimum:              5.735739E-02      1.744000E+00      1.236885E+00 
  Maximum:              1.999945E+01      1.773600E+01      1.247213E+02 
  Mean:                 1.108346E+01      8.338518E+00      5.900904E+01 
  Std. Error of Mean:   3.299398E-01      2.018432E-01      2.217102E+00 
  Median:               1.122490E+01      8.207500E+00      5.727291E+01 
  Variance:             2.971886E+01      1.112221E+01      1.341943E+03 
  Standard Deviation:   5.451501E+00      3.334997E+00      3.663254E+01 
  Pop. Variance (N-1):  2.971886E+01      1.112221E+01      1.341943E+03 
  Pop. Std Dev (N-1):   5.451501E+00      3.334997E+00      3.663254E+01 
  Variation:            4.918589E-01      3.999508E-01      6.207954E-01 
  Skew:                -6.033466E-02      3.873945E-01     -3.157044E-02 
  Kurtosis:            -1.295396E+00     -3.013980E-01     -1.418129E+00

Source Code in C++

// To the best of my knowledge this code is correct.
// If you find any errors or problems please contact
// me at zunzun@zunzun.com.
//      James


#include <math.h>

// sum of squared absolute error

double Linear3D_model(double x_in, double y_in)
{
	double temp;
	temp = 0.0;

	// coefficients
	double a = 1.3962243554245268E+02;
	double b = -5.7836120378728895E+00;
	double c = -1.9800812271384505E+00;

	temp += a;
	temp += b * x_in;
	temp += c * y_in;
	return temp;
}

Source Code in Java

// To the best of my knowledge this code is correct.
// If you find any errors or problems please contact
// me at zunzun@zunzun.com.
//      James


import java.lang.Math;

// sum of squared absolute error

class Linear3D
{
	double Linear3D_model(double x_in, double y_in)
	{
		double temp;
		temp = 0.0;

		// coefficients
		double a = 1.3962243554245268E+02;
		double b = -5.7836120378728895E+00;
		double c = -1.9800812271384505E+00;

		temp += a;
		temp += b * x_in;
		temp += c * y_in;
		return temp;
	}
}

Source Code in Python

# To the best of my knowledge this code is correct.
# If you find any errors or problems please contact
# me at zunzun@zunzun.com.
#      James


import math

# sum of squared absolute error

def Linear3D_model(x_in, y_in):
	temp = 0.0

	# coefficients
	a = 1.3962243554245268E+02
	b = -5.7836120378728895E+00
	c = -1.9800812271384505E+00

	temp += a
	temp += b * x_in
	temp += c * y_in
	return temp

Source Code in C#

// To the best of my knowledge this code is correct.
// If you find any errors or problems please contact
// me at zunzun@zunzun.com.
//      James


using System;

// sum of squared absolute error

class Linear3D
{
	double Linear3D_model(double x_in, double y_in)
	{
		double temp;
		temp = 0.0;

		// coefficients
		double a = 1.3962243554245268E+02;
		double b = -5.7836120378728895E+00;
		double c = -1.9800812271384505E+00;

		temp += a;
		temp += b * x_in;
		temp += c * y_in;
		return temp;
	}
}

Source Code in SCILAB

// To the best of my knowledge this code is correct.
// If you find any errors or problems please contact
// me at zunzun@zunzun.com.
//      James

// sum of squared absolute error

function z=Linear3D_model(x_in, y_in)
	temp = 0.0

	// coefficients
	a = 1.3962243554245268E+02
	b = -5.7836120378728895E+00
	c = -1.9800812271384505E+00

	temp = temp + a
	temp = temp + b * x_in
	temp = temp + c * y_in

	z = temp
endfunction

Source Code in MATLAB

% To the best of my knowledge this code is correct.
% If you find any errors or problems please contact
% me at zunzun@zunzun.com.
%      James

% sum of squared absolute error

function z=Linear3D_model(x_in, y_in)
	temp = 0.0;

	% coefficients
	a = 1.3962243554245268E+02;
	b = -5.7836120378728895E+00;
	c = -1.9800812271384505E+00;

	temp = temp + a;
	temp = temp + b .* x_in;
	temp = temp + c .* y_in;

	z = temp;

Source Code in VBA

' To the best of my knowledge this code is correct.
' If you find any errors or problems please contact
' me at zunzun@zunzun.com.
'      James


' sum of squared absolute error

Public Function Linear3D_model(x_in, y_in)

	temp = 0.0

	' coefficients
	a = 1.3962243554245268E+02
	b = -5.7836120378728895E+00
	c = -1.9800812271384505E+00

	temp = temp + a
	temp = temp + b * x_in
	temp = temp + c * y_in
	Linear3D_model = temp
End Function

Histogram of OT