47 citations · 79 across the 5 of their papers we have counts for
10 papers
Nested Group Testing Procedures for Screening
Yaakov Malinovsky, Paul S. Albert
This article reviews a class of adaptive group testing procedures that operate under a probabilistic model assumption as follows. Consider a set of items, where item has th…
Is Group Testing Ready for Prime-time in Disease Identification?
Gregory Haber, Yaakov Malinovsky, Paul S. Albert
Large scale disease screening is a complicated process in which high costs must be balanced against pressing public health needs. When the goal is screening for infectious disease,…
Statistical approaches using longitudinal biomarkers for disease early detection: A comparison of methodologies
Yongli Han, Paul S. Albert, Christine D. Berg +3
Early detection of clinical outcomes such as cancer may be predicted based on longitudinal biomarker measurements. Tracking longitudinal biomarkers as a way to identify early disea…
Revisiting nested group testing procedures: new results, comparisons, and robustness
Yaakov Malinovsky, Paul S. Albert
Group testing has its origin in the identification of syphilis in the US army during World War II. Much of the theoretical framework of group testing was developed starting in the…
Sequential estimation in the group testing problem
Gregory Haber, Yaakov Malinovsky, Paul Albert
Estimation using pooled sampling has long been an area of interest in the group testing literature. Such research has focused primarily on the assumed use of fixed sampling plans (…
A two-state mixed hidden Markov model for risky teenage driving behavior
John C. Jackson, Paul S. Albert, Zhiwei Zhang
This paper proposes a joint model for longitudinal binary and count outcomes. We apply the model to a unique longitudinal study of teen driving where risky driving behavior and the…