When buying pet insurance, be sure to consider each plan's limitations and exclusions. Your pet’s lifestyle and breed history can help you decide which type of pet insurance plan to buy and at what coverage level. Cost is also a factor, and purchasing insurance while they’re still young...
An oral pill is available. If dosage frequency is a concern, there are once-weekly options to choose from. Insurance coverage.Your insurance plan may only cover certain GLP-1 drugs. And whether one is covered may depend on why you’re taking it. So, it’s best to check with your speci...
machine learning. To demonstrate the application of our principles, we investigate the use of donepezil off-label for mild cognitive impairment. We compare and contrast results from confounder and IV methods, traditional and flexible, within our analysis and to a similar observational study and clinic...
insurance claims dataset is frequently missing valuable medical information. In addition, because the IV approach largely builds upon the confounder approach by incorporating confounders in the first and second stages, identifying confounders remains important to help gauge the validity of potential IVs. W...
Patients with changes due to other access or cost issues, such as those with prescription coverage who requested less expensive generic products, were included; for example, higher copays for branded versus generic drugs. The statistical significance of between-cohort differences in categorical ...
In addition, weak IV tests assume that the IVs are valid in the first place or else coverage will be incorrect [55]. Data-driven fitting of the first-stage may prompt concerns about external validity. In theory, we could select variables in the data that optimized a cross-val- idated F...