PKreport is an R package that generates a collection of plots and statistics for testing model assumptions, visualizing data and diagnosing models.
In this work, we focused less on the difficulties associated with this approach; however, future work will address diagnosing models from the existing data.
The work described in this paper is about a new R package called PKreport, which is able to generate a collection of plots and statistics for testing model assumptions, visualizing data and diagnosing models.
This study demonstrates that the data-driven satellite-based NEE diagnosed model can be used to upscale eddy-flux observations to landscape scales with high spatial temporal resolutions.
RESULTS: : The positive likelihood ratio for predicting highest risk was 2.2 for the HRQOL model, compared with 1.8 for the diagnoses model, 1.6 for the severity model, and 1.5 for age and gender alone.
As a whole, the ICD 9 diagnoses model explained up to 17.1% (R2 Nagelkerk value) of the variance [ 57, 58] in the dependent variable.
By importing the model fit file (for example, tab file in NONMEM) and matching software-specific variables to default modeling variables in metric system, PKreport can explore, visualize and diagnose models from all these software platforms.
Later, Wilkins further created a graphical user interface and management tool: Census, to help Xpose diagnose models [ 16].
Separate multivariable logistic regression analyses across 15 broad ICD-9-CM categories, including pregnancy and childbirth, were conducted modeling inpatient or outpatient visits by CAM use. Figure 1 illustrates each of the odds ratios for inpatient hospitalization discharge diagnoses models (excluding diseases of the blood due to sparse cases).
To afford flexibility to the user, the NEO software provides several options for anchoring the traits to genetic markers (manual versus automatic), computing local edge scores (LEO.NB.CPA, LEO.OCA), and diagnosing poor model fit (RMSEA, CFI score, etc).
