Depot One Comp PK ignoring BLQ observations.¶
[Generated automatically as a Fitting summary]
Inputs¶
Description¶
Name: | blq_pk_norm_fit_ignore |
---|---|
Title: | Depot One Comp PK ignoring BLQ observations. |
Author: | J.R. Hartley |
Abstract: |
Depot One Comp PK model, with BLQ (below level of quantification)
observations removed from data set.
Keywords: | tutorial; pk; advan4; dep_two_cmp; blq |
---|---|
Input Script: | blq_pk_norm_fit_ignore.pyml |
Input Data: | synthetic_data.csv |
Diagram: |
Initial fixed effect estimates¶
f[KA] = 1.0000
f[CL] = 1.0000
f[V1] = 20.0000
f[KA_isv,CL_isv,V1_isv] = [
[ 0.0500, 0.0100, 0.0100 ],
[ 0.0100, 0.0500, 0.0100 ],
[ 0.0100, 0.0100, 0.0500 ],
]
f[PNOISE] = 0.1000
f[ANOISE] = 0.0100
Outputs¶
Final fitted fixed effects¶
f[KA] = 0.2299
f[CL] = 1.8348
f[V1] = 53.1476
f[KA_isv,CL_isv,V1_isv] = [
[ 0.0177, 0.0129, 0.0214 ],
[ 0.0129, 0.0140, -0.0088 ],
[ 0.0214, -0.0088, 0.1722 ],
]
f[PNOISE] = 0.1436
f[ANOISE] = 0.0100
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] | 0.2299 | 1.0000 | 0.7701 | 0.7701 |
f[CL] | 1.8348 | 1.0000 | 0.8348 | 0.8348 |
f[V1] | 53.1476 | 20.0000 | 1.6574 | 33.1476 |
Compare Noise f[X]¶
Variable Name | Fitted Value | Starting Value | Prop Change | Abs Change |
---|---|---|---|---|
f[PNOISE] | 0.1436 | 0.1000 | 0.4358 | 0.0436 |
Compare Variance f[X]¶
Variable Name | Fitted Value | Starting Value | Prop Change | Abs Change |
---|---|---|---|---|
f[KA_isv] | 0.0177 | 0.0500 | 0.6459 | 0.0323 |
f[KA_isv;CL_isv] | 0.0129 | 0.0100 | 0.2928 | 0.0029 |
f[KA_isv;V1_isv] | 0.0214 | 0.0100 | 1.1421 | 0.0114 |
f[CL_isv;KA_isv] | 0.0129 | 0.0100 | 0.2928 | 0.0029 |
f[CL_isv] | 0.0140 | 0.0500 | 0.7201 | 0.0360 |
f[CL_isv;V1_isv] | -0.0088 | 0.0100 | 1.8827 | 0.0188 |
f[V1_isv;KA_isv] | 0.0214 | 0.0100 | 1.1421 | 0.0114 |
f[V1_isv;CL_isv] | -0.0088 | 0.0100 | 1.8827 | 0.0188 |
f[V1_isv] | 0.1722 | 0.0500 | 2.4436 | 0.1222 |