Optimal subsampling algorithm for the marginal model with large longitudinal data

Haohui Han, Liya Fu

Big data is ubiquitous in practices, and it has also led to heavy computation burden. To reduce the calculation cost and ensure the effectiveness of parameter estimators, an optima…