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Simple Tut Example

[Generated automatically as a Tutorial summary]

Model Description

Name:tut_example1
Title:Simple Tut Example
Author:PoPy for PK/PD
Abstract:
One compartment model with elimination rate constant KE.
Keywords:one compartment model; iv_one_cmp_k
Input Script:tut_example1.pyml
Diagram:

Comparison

True objective value

-7.2061

Final fitted objective value

-9.2911

Compare Main f[X]

Name Initial Fitted True Abs. Error Prop. Error
f[KE] 0.05 0.0999 0.1 1.30e-04 0.13%

Compare Noise f[X]

Name Initial Fitted True Abs. Error Prop. Error
f[PNOISE] 0.1 0.0503 0.05 3.36e-04 0.67%

Compare Variance f[X]

Name Initial Fitted True Abs. Error Prop. Error
f[KE_isv] 0.1 0.0183 0.03 1.17e-02 39.00%

Outputs

Fitted f[X] values (after fitting)

f[KE] = 0.0999
f[PNOISE] = 0.0503
f[KE_isv] = 0.0183

Generated data .csv file

Synthetic Data:synthetic_data.csv

Gen and Fit Summaries

Inputs

True f[X] values (for simulation)

f[KE] = 0.1000
f[PNOISE] = 0.0500
f[KE_isv] = 0.0300

Starting f[X] values (before fitting)

f[KE] = 0.0500
f[PNOISE] = 0.1000
f[KE_isv] = 0.1000
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