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A Probability Model for Estimating the Force of Transmission of HIV Infection and Its Application

机译:估计艾滋病毒感染传播力的概率模型及其应用

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摘要

Information on force of transmission of HIV infection is crucial for better understanding of the epidemic. It is useful for better programme planning and evaluation. The current study aims at fitting probabilistic models for estimating the force of transmission of HIV infection due to different risk behaviour, heterosexual/homosexual/IDUs. The force of transmission between the risk groups bridging the infection is obtained as the joint probability function of the growth probabilities of HIV positivity over time among them. The growth probabilities of HIV positivity is estimated by fitting appropriate probability distributions to observed data from HIV Sentinel Surveillance (HSS) in Andhra Pradesh, India. The joint probabilities are estimated assuming that the risk behavior among the groups is random and the growth of infection within each group is independent in a region. In the study population, the average force of transmission is estimated to be 3.4755E-09 among general population, 1.5508E-03 among MSMs and 4.8455E-03 among IDUs, and 2.132E-03 in the total population. The results are subsequently used to estimate the HIV burden and compared with the estimates derived by other approaches.
机译:有关HIV感染传播力的信息对于更好地了解该流行病至关重要。这对于更好地计划和评估程序很有用。当前的研究旨在拟合概率模型,以估计由于不同的风险行为,异性/同性恋/吸毒者造成的艾滋病毒感染的传播力。获得了桥接感染的风险组之间的传播力,作为其中HIV阳性率随时间增长的联合概率函数。通过将适当的概率分布与印度安得拉邦艾滋病前哨监视(HSS)的观测数据拟合,可以估算出HIV阳性的增长概率。假设各组之间的风险行为是随机的,并且每个组内感染的增长在一个区域内是独立的,则估计联合概率。在研究人群中,一般人群的平均传播力估计为3.4755E-09,MSM中为1.5508E-03,IDU中为4.8455E-03,总人群中为2.132E-03。随后将结果用于估计艾滋病毒负担,并将其与其他方法得出的估计值进行比较。

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