期刊： STATISTICS IN MEDICINE, 2023; 42 (3)
The shared random effects joint model is one of the most widely used approaches to study the associations between longitudinal biomarkers and a surviv......
期刊： STATISTICS IN MEDICINE, 2023; 42 (9)
Covariate balance is one of the fundamental issues in designing experiments for treatment comparisons, especially in randomized clinical trials. In th......
期刊： STATISTICS IN MEDICINE, 2023; 42 (16)
The National Alzheimer's Coordinating Center Uniform Data Set includes test results from a battery of cognitive exams. Motivated by the need to model ......
期刊： STATISTICS IN MEDICINE, 2023; 42 (22)
When analyzing data from randomized clinical trials, covariate adjustment can be used to account for chance imbalance in baseline covariates and to in......
期刊： STATISTICS IN MEDICINE, 2023; 42 (24)
Natural history of hepatitis B or C is comprised of multiple milestones such as liver cirrhosis and liver cancer. To fully characterize its natural co......
期刊： STATISTICS IN MEDICINE, 2023; 42 (27)
Cluster randomized trials (CRTs) refer to a popular class of experiments in which randomization is carried out at the group level. While methods have ......
期刊： STATISTICS IN MEDICINE, 2023; 42 (28)
Physical activity (PA) guidelines recommend that PA be accumulated in bouts of 10 minutes or more in duration. Recently, researchers have sought to be......
期刊： STATISTICS IN MEDICINE, 2023; ()
Average (bio)equivalence tests are used to assess if a parameter, like the mean difference in treatment response between two conditions for example, l......
期刊： STATISTICS IN MEDICINE, 2023; 42 (9)
Penalized regression methods such as the lasso are a popular approach to analyzing high-dimensional data. One attractive property of the lasso is that......
期刊： STATISTICS IN MEDICINE, 2023; ()
Hypertension significantly increases the risk for many health conditions including heart disease and stroke. Hypertensive patients often have continuo......
期刊： STATISTICS IN MEDICINE, 2023; 42 (17)
In medical studies, composite indices and/or scores are routinely used for predicting medical conditions of patients. These indices are usually develo......
期刊： STATISTICS IN MEDICINE, 2023; 42 (19)
An important consideration in the design and analysis of randomized trials is the need to account for outcome observations being positively correlated......
期刊： STATISTICS IN MEDICINE, 2023; 42 (27)
When multiple candidate subgroups are considered in clinical trials, we often need to make statistical inference on the subgroups simultaneously. Clas......
期刊： STATISTICS IN MEDICINE, 2023; 42 (30)
As the roles of historical trials and real-world evidence in drug development have substantially increased, several approaches have been proposed to l......
期刊： STATISTICS IN MEDICINE, 2023; 42 (3)
This review condenses the knowledge on variable selection methods implemented in R and appropriate for datasets with grouped features. The focus is on......
