Sentence examples for real world data analyses from inspiring English sources
STUDY DESIGN Potential bias from the use of the linear IV method in nonlinear models is assessed via simulation studies and real world data analyses in two commonly encountered regression setting: (1) models with a nonnegative outcome (e.g., a count) and a continuous endogenous regressor; and (2) models with a binary outcome and a binary endogenous regressor.
Overall, recognizing the inherent limitations of real-world data analyses, the findings of the present study alone should not be used to guide clinicians in the decision to switch insulin, but the findings do merit further investigation.
I demonstrate this using visual representations of collinearity, hypothetical experimental designs, and analyses of both artificial and real world data.
15 Quasi-experimental designs, and ITS analyses in particular, can help us unlock the potential of "real world" data, the volume and availability of which is increasing at an unprecedented rate.
Cost is an important issue in real world data mining.
Algorithms learn and adjust rules through real world data.
The strengths of this study are that it analyses real-world data, monthly observations allowed precise determination of time-dependent response, and patients received a standardised combination DMARD treat-to-target protocol, reducing the confounding effect of treatment decisions based on individual clinician preference.
Some of the methodological difficulties we faced while analysing real-world data will be described in this paper using the example of examining how anti-TNF therapy affects the risk of serious infection.
Hence, analyses of real-world data could shed some light on the relative safety and tolerability of anti-VEGF and dexamethasone implant therapy and help to refine the full benefit-to-risk ratio of approved treatments for macular oedema secondary to BRVO.
In the absence of real-world data on routine care, other means of generating parameters to inform economic analyses are necessary, which may be sufficient depending on the purpose of the evaluation (Cooper et al, 2007).
