One Compartment Model with Absorption and Inter-subject Variance f[CL_isv]=0.2¶
[Generated automatically as a Fitting summary]
Inputs¶
Description¶
| Name: | dep_one_cmp_cl_isv |
|---|---|
| Title: | One Compartment Model with Absorption and Inter-subject Variance f[CL_isv]=0.2 |
| Author: | Wright Dose Ltd |
| Abstract: |
Population one Compartment Model with Absorption and Inter-subject Variance
| Keywords: | one compartment model; dep_one_cmp_cl |
|---|---|
| Input Script: | dep_one_cmp_cl_isv_fit.pyml |
| Input Data: | synthetic_data.csv |
| Diagram: |
Initial fixed effect estimates¶
f[KA] = 0.5
f[CL] = 1
f[V] = 15
f[PNOISE_STD] = 0.2
f[ANOISE_STD] = 0.2
f[CL_isv] = 0.01
Outputs¶
Final fitted fixed effects¶
f[KA] = 1
f[CL] = 2.4482
f[V] = 21.931
f[PNOISE_STD] = 0.23417
f[ANOISE_STD] = 0.037484
f[CL_isv] = 0.12828
Fitted parameter .csv files¶
| Fixed Effects: | fx_params.csv (fit) |
|---|---|
| Random Effects: | rx_params.csv (fit) |
| Model params: | mx_params.csv (fit) |
| State values: | sx_params.csv (fit) |
| Predictions: | px_params.csv (fit) |
Plots¶
Comparison¶
Compare Main f[X]¶
| Variable Name | Fitted Value | Starting Value | Prop Change | Abs Change |
|---|---|---|---|---|
| f[KA] | 1 | 0.5 | 1 | 0.5 |
| f[CL] | 2.44817 | 1 | 1.44817 | 1.44817 |
| f[V] | 21.9308 | 15 | 0.462055 | 6.93082 |
Compare Noise f[X]¶
| Variable Name | Fitted Value | Starting Value | Prop Change | Abs Change |
|---|---|---|---|---|
| f[PNOISE_STD] | 0.234172 | 0.2 | 0.17086 | 0.034172 |
| f[ANOISE_STD] | 0.0374836 | 0.2 | 0.812582 | 0.162516 |
Compare Variance f[X]¶
| Variable Name | Fitted Value | Starting Value | Prop Change | Abs Change |
|---|---|---|---|---|
| f[CL_isv] | 0.128278 | 0.01 | 11.8278 | 0.118278 |