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] = 0.2292
f[CL] = 1.8316
f[V1] = 53.1015
f[KA_isv,CL_isv,V1_isv] = [
[ 0.0175, 0.0115, 0.0270 ],
[ 0.0115, 0.0142, -0.0103 ],
[ 0.0270, -0.0103, 0.1778 ],
]
f[PNOISE] = 0.1437
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] | 0.2292 | 1.0000 | 0.7708 | 0.7708 |
f[CL] | 1.8316 | 1.0000 | 0.8316 | 0.8316 |
f[V1] | 53.1015 | 20.0000 | 1.6551 | 33.1015 |
Compare Noise f[X]¶
Variable Name | Fitted Value | Starting Value | Prop Change | Abs Change |
---|---|---|---|---|
f[PNOISE] | 0.1437 | 0.1000 | 0.4367 | 0.0437 |
Compare Variance f[X]¶
Variable Name | Fitted Value | Starting Value | Prop Change | Abs Change |
---|---|---|---|---|
f[KA_isv] | 0.0175 | 0.0500 | 0.6491 | 0.0325 |
f[KA_isv;CL_isv] | 0.0115 | 0.0100 | 0.1534 | 0.0015 |
f[KA_isv;V1_isv] | 0.0270 | 0.0100 | 1.7038 | 0.0170 |
f[CL_isv;KA_isv] | 0.0115 | 0.0100 | 0.1534 | 0.0015 |
f[CL_isv] | 0.0142 | 0.0500 | 0.7164 | 0.0358 |
f[CL_isv;V1_isv] | -0.0103 | 0.0100 | 2.0296 | 0.0203 |
f[V1_isv;KA_isv] | 0.0270 | 0.0100 | 1.7038 | 0.0170 |
f[V1_isv;CL_isv] | -0.0103 | 0.0100 | 2.0296 | 0.0203 |
f[V1_isv] | 0.1778 | 0.0500 | 2.5558 | 0.1278 |