Discover Best Model (Continuous Response): Illness Seve vs Number of Sy, High Product, ...
Discover Best Model Predict (Continuous Response)
Prediction for Illness Severity Score
Regression Equation
Illness Severity Score = 0.344 + 2.985 Number of Symptoms Now + 0.000000 High
Production of Phlegm_0 + 3.874 High Production of
Phlegm_1 + 0.000000 Severe Chest Pain_0 + 3.247 Severe
Chest Pain_1 + 0.000000 Severe Headache_0
+ 4.203 Severe Headache_1 + 0.000000 Severe Sleep
Disturbance_0 + 3.591 Severe Sleep Disturbance_1
+ 0.000000 Limits on Normal Activities_0
+ 3.400 Limits on Normal Activities_1 - 0.0419 Number
of Symptoms Now*Number of Symptoms Now
+ 0.000000 Number of Symptoms Now*Severe Shortness of
Breath_0 + 0.5118 Number of Symptoms Now*Severe
Shortness of Breath_1 + 0.000000 Number of Symptoms
Now*Generally Feeling Very Bad_0 + 0.5164 Number of
Symptoms Now*Generally Feeling Very Bad_1
+ 0.000000 Severe Shortness of Breath*Severe
Headache_0 0 + 0.000000 Severe Shortness of
Breath*Severe Headache_0 1 + 0.000000 Severe Shortness
of Breath*Severe Headache_1 0 + 1.000 Severe Shortness
of Breath*Severe Headache_1 1 + 0.000000 Severe Chest
Pain*Severe Sleep Disturbance_0 0 + 0.000000 Severe
Chest Pain*Severe Sleep Disturbance_0 1
+ 0.000000 Severe Chest Pain*Severe Sleep
Disturbance_1 0 + 1.741 Severe Chest Pain*Severe Sleep
Disturbance_1 1 + 0.000000 Severe Headache*Severe
Sleep Disturbance_0 0 + 0.000000 Severe
Headache*Severe Sleep Disturbance_0 1
+ 0.000000 Severe Headache*Severe Sleep Disturbance_1
0 - 0.881 Severe Headache*Severe Sleep Disturbance_1 1
+ 0.000000 Severe Sleep Disturbance*Limits on Normal
Activities_0 0 + 0.000000 Severe Sleep
Disturbance*Limits on Normal Activities_0 1
+ 0.000000 Severe Sleep Disturbance*Limits on Normal
Activities_1 0 + 1.146 Severe Sleep Disturbance*Limits
on Normal Activities_1 1
Settings
Number of Symptoms Now = 1, High Production of Phlegm = 0,
Severe Shortness of Breath = 0, Severe Chest Pain = 0,
Severe Headache = 0, Severe Sleep Disturbance = 0,
Generally Feeling Very Bad = 0, Limits on Normal Activities = 0
Prediction
Obs Fit SE Fit 95% CI 95% PI
1 3.28773 0.552218 (2.20455, 4.37091) (-4.89294, 11.4684)
Settings
Number of Symptoms Now = 10, High Production of Phlegm = 1,
Severe Shortness of Breath = 1, Severe Chest Pain = 1,
Severe Headache = 1, Severe Sleep Disturbance = 1,
Generally Feeling Very Bad = 1, Limits on Normal Activities = 1
Prediction
Obs Fit SE Fit 95% CI 95% PI
2 57.6159 0.419434 (56.7931, 58.4386) (49.4656, 65.7661)