relax SVN archive

Added new data with 5% error, so errors actually correspond to the reported errors.

task #7824(https://gna.org/task/index.php?7824): Model parameter ERROR estimation from Jacobian and Co-variance matrix of dispersion models.

Modified data generator script, to have 5% error, and add the error to the data.

task #7824(https://gna.org/task/index.php?7824): Model parameter ERROR estimation from Jacobian and Co-variance matrix of dispersion models.

Small fix in line.

task #7824(https://gna.org/task/index.php?7824): Model parameter ERROR estimation from Jacobian and Co-variance matrix of dispersion models.

Fix for derivation script.

task #7824(https://gna.org/task/index.php?7824): Model parameter ERROR estimation from Jacobian and Co-variance matrix of dispersion models.

Inserted check in target function, that the extraction of columns are correct.

In systemtest: test_task_model_par_est_tsmfk01
These errors will emerge:

param: r2a_err, with err: 0.04657067, compared to MC: 0.04643541
param: dw_err, with err: 10.43218741, compared to MC: 0.02705331
param: k_AB_err, with err: 0.06457146, compared to MC: 0.06403129

This is quite weird.
The dw is totally wrong.

Data was created with:
k_AB': 11.0, 'dw': 5.0, 'r2a': {r20_key_1: 12.0}
With error on R2eff on 0.1.

task #7824(https://gna.org/task/index.php?7824): Model parameter ERROR estimation from Jacobian and Co-variance matrix of dispersion models.

Further extended systemtest Relax_disp.test_task_model_par_est_tsmfk01() to check the values.

Are getting close now.

task #7824(https://gna.org/task/index.php?7824): Model parameter ERROR estimation from Jacobian and Co-variance matrix of dispersion models.

Further extended the script for analysing errors with Jacobian.

Now loops over the dimension.

task #7824(https://gna.org/task/index.php?7824): Model parameter ERROR estimation from Jacobian and Co-variance matrix of dispersion models.

Fix for data-stripping script, looping over the wrong indexes.

task #7824(https://gna.org/task/index.php?7824): Model parameter ERROR estimation from Jacobian and Co-variance matrix of dispersion models.

For reference, added small script with symbolic derivation of TSMFK01.

task #7824(https://gna.org/task/index.php?7824): Model parameter ERROR estimation from Jacobian and Co-variance matrix of dispersion models.

Initial try to convert multifit_covar() to higher dimensional data.

task #7824(https://gna.org/task/index.php?7824): Model parameter ERROR estimation from Jacobian and Co-variance matrix of dispersion models.