12 research outputs found
HAE therapies: past present and future
Advances in understanding the pathophysiology and mechanism of swelling in hereditary angioedema (HAE) has resulted in the development of multiple new drugs for the acute and prophylactic treatment of patients with HAE. This review will recap the past treatment options, review the new current treatment options, and discuss potential future treatment options for patients with HAE
Using Margins to test for group differences in growth trajectories in generalized linear mixed models
To test for group differences in growth trajectories in mixed (fixed and random effects) models, researchers frequently interpret the coefficient of group-by-time product terms. While this practice is straightforward in linear mixed models, testing for group differences in generalized linear mixed models is more complex. Using both an empirical example and simulated data, we show that the coefficient of group-by-time product terms in mixed Logistic and Poisson models estimate the multiplicative change with respect the baseline rates, while researchers often are more interested in differences in the predicted rate of change between groups. The latter can be obtained by using the -margins- command in Stata. This may be especially desirable when the mean of the outcome variable is low and marginal change differs from multiplicative change. We propose and illustrate the use of -margins- to interpret group differences in rate of change over time following estimation with generalized linear models.