--------------------------------------- BETA - LANCZOS3 ---------------------------------------

NLS Y B1*EXP(-B2*X) + B3*EXP(-B4*X) + B5*EXP(-B6*X)  / INPUTB B1=1.2 B2=0.3 B3=5.6 B4=5.5 B5=6.5 B6=7.6




    NONLINEAR LEAST SQUARES ESTIMATION
NONLINEAR EQUATION = B1*EXP(-B2*X)+B3*EXP(-B4*X)+B5*EXP(-B6*X)
ANALYTIC DERIVATIVES
MAXIMUM NUMBER OF DIGITS OF CONVERGENCE OF SUM OF SQUARED RESIDUALS  16.
ACTUAL NUMBER OF DIGITS OF CONVERGENCE OF SUM OF SQUARED RESIDUALS  16.
MAXIMUM NUMBER OF ITERATIONS  100
ACTUAL NUMBER OF ITERATIONS  13

DEPENDENT VARIABLE IS   Y
RESULTS OUTPUT # 2
OBSERVATIONS FROM  1 TO  24 

USING STARTING VALUES
---------------------
B1                             1.2
B2                             .3
B3                             5.6
B4                             5.5
B5                             6.5
B6                             7.6

USING ALGORITHM GAUSS-NEWTON
NUMBER OF OBSERVATIONS    24            DEGREES OF FREEDOM   18
R**2                      1             R**2 ADJ             1
UNCENTERED R**2           1             MEAN OF DEP VAR      .5998709
F-TEST MAY BE INVALID-SEE MANUAL
F TEST                    1.980879E+09  PROB OF F TEST       0
DURBIN-WATSON             2.354235      DURBIN'S H           0
R**2 TIMES N              24            VARIANCE OF ESTIMATE 8.953996E-10
SUM OF SQUARED RESID      1.611719E-08  SEE OR RMSE          2.992323E-05
SUM OF ABS(RES)           5.402285E-04  RHO                 -.1803153
LOG(LIKELIHOOD)           219.4027      SCHWARZ CRITERION    209.8685
AKAIKE CRITERION          213.4027      STD DEV OF DEP VAR   .6802196

NAME                   COEFFICIENT     STD. ERR.  T-RATIO     SIGNIF
----------------------------------------------------------------------
B1                    8.681642E-02  1.719791E-02  5.04808      0.000084
B2                    .954981       9.704162E-02  9.840942     0.000000
B3                    .8440078      4.148867E-02  20.34309     0.000000
B4                    2.951595      .1076631      27.4151      0.000000
B5                    1.582569      5.837158E-02  27.11197     0.000000
B6                    4.986357      .0344364      144.799      0.000000

--------------------------------------- NIST - LANCZOS3 ---------------------------------------

          STARTING VALUES                  CERTIFIED VALUES

        START 1     START 2           PARAMETER     STANDARD DEVIATION
  B1 =   1.2         0.5           8.6816414977E-02  1.7197908859E-02
  B2 =   0.3         0.7           9.5498101505E-01  9.7041624475E-02
  B3 =   5.6         3.6           8.4400777463E-01  4.1488663282E-02
  B4 =   5.5         4.2           2.9515951832E+00  1.0766312506E-01
  B5 =   6.5         4             1.5825685901E+00  5.8371576281E-02
  B6 =   7.6         6.3           4.9863565084E+00  3.4436403035E-02

RESIDUAL SUM OF SQUARES:                    1.6117193594E-08
RESIDUAL STANDARD DEVIATION:                2.9923229172E-05
DEGREES OF FREEDOM:                                18
NUMBER OF OBSERVATIONS:                            24