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Simple Tut Example

[Generated automatically as a Tutorial summary]

Inputs

Description

Name:tut_example1
Title:Simple Tut Example
Author:J.R. Hartley
Abstract:
One compartment model with elimination rate constant KE.
Keywords:one compartment model; iv_one_cmp_k
Input Script:tut_example1.pyml
Diagram:

True f[X] values

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

Starting f[X] values

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

Outputs

Generating and Fitting Summaries

Fitted f[X] values

f[KE] = 0.1062
f[PNOISE] = 0.0450
f[KE_isv] = 0.0260

Plots

Dense comp plots

Alternatively see All dense_comp graph plots

Comparison

True objective value

-44.1427

Final fitted objective value

-48.4038

Compare Main f[X]

Name Initial Fitted True Prop. Error Abs. Error
f[KE] 0.05 0.106 0.1 6.17% 6.17e-03

Compare Noise f[X]

Name Initial Fitted True Prop. Error Abs. Error
f[PNOISE] 0.1 0.045 0.05 10.06% 5.03e-03

Compare Variance f[X]

Name Initial Fitted True Prop. Error Abs. Error
f[KE_isv] 0.1 0.026 0.03 13.28% 3.98e-03
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