Title
Discretization approach and nonparametric modeling for long-term HIV dynamic model
Abstract
Modeling viral load response in long-term HIV dynamics is important for AIDS clinical study. It allows one to examine how a patient recuperates for an antiviral treatment. This paper investigates a discretization approach to the viral load based on a long-term HIV dynamic model. We propose a two-stage nonparametric procedure for estimating the viral load and the time-varying new productive virus. Simulation study shows that the proposed estimated methods are efficient and powerful for fitting long-term viral load measurements.
Year
DOI
Venue
2005
10.1007/11424925_55
ICCSA (4)
Keywords
Field
DocType
simulation study,discretization approach,long-term hiv dynamic,long-term hiv dynamic model,nonparametric modeling,aids clinical study,fitting long-term viral load,viral load response,antiviral treatment,viral load,patient recuperates
Viral load,Discretization,Mathematical optimization,Computer science,Nonparametric statistics,Clinical study
Conference
Volume
ISSN
ISBN
3483
0302-9743
3-540-25863-9
Citations 
PageRank 
References 
0
0.34
2
Authors
3
Name
Order
Citations
PageRank
Jianwei Chen100.34
Jin-Ting Zhang293.20
Hulin Wu3786.62