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Population attributable risk (PAR) is used in epidemiology to predict the impact of removing a risk factor from the population. Until recently, no standard approach for calculating confidence intervals or the variance for PAR was available…

统计方法学 · 统计学 2021-05-28 Sarah Pirikahu , Geoffrey Jones , Martin Hazelton

The attributable risk, often called the population attributable risk, is in many epidemiological contexts a more relevant measure of exposure-disease association than the excess risk, relative risk, or odds ratio. When estimating…

统计理论 · 数学 2008-12-31 Daniel B. Rubin

The R\'{e}nyi index (RI) is a one-parameter class of indices that summarize health disparities among population groups by measuring divergence between the distributions of disease burden and population shares of these groups. The…

应用统计 · 统计学 2015-09-17 Makram Talih

The concordance probability or C-index is a popular measure to capture the discriminatory ability of a regression model. In this article, the definition of this measure is adapted to the specific needs of the frequency and severity model,…

偏微分方程分析 · 数学 2019-11-15 Robin Van Oirbeek , Christopher Grumiau , Tim Verdonck

Public health interventions are a fundamental tool for mitigating the spread of an infectious disease. However, it is not always possible to obtain a conclusive estimate for the impact of an intervention, especially in situations where the…

计算机与社会 · 计算机科学 2017-12-22 Vasileios Lampos

Harrel's concordance index is a commonly used discrimination metric for survival models, particularly for models where the relative ordering of the risk of individuals is time-independent, such as the proportional hazards model. There are…

统计方法学 · 统计学 2023-06-27 A. Gandy , T. J. Matcham

Background: A wide range of diseases show some degree of clustering in families; family history is therefore an important aspect for clinicians when making risk predictions. Familial aggregation is often quantified in terms of a familial…

应用统计 · 统计学 2018-01-31 Morten Valberg , Mats Julius Stensrud , Odd O. Aalen

The population-attributable fraction (PAF) is a popular epidemiological measure for the burden of a harmful exposure within a population. It is often interpreted causally as proportion of preventable cases after an elimination of exposure.…

统计方法学 · 统计学 2019-08-22 Maja von Cube , Martin Schumacher , Martin Wolkewitz

Incidence vs Cumulative Cases (ICC) curves are introduced and shown to provide a simple framework for parameter identification in the case of the most elementary epidemiological model, consisting of susceptible, infected, and removed…

种群与进化 · 定量生物学 2021-04-14 Joceline Lega

It is emphasised that for epidemiological studies where disease incidence is rare, results from conventional proportional hazards models can often correctly estimate causal associations. The well-known "backdoor criteria" from…

统计方法学 · 统计学 2021-10-06 A. J. Webster

Following discussions in 2010 and 2011, scientometric evaluators have increasingly abandoned relative indicators in favor of comparing observed with expected citation ratios. The latter method provides parameters with error values allowing…

数字图书馆 · 计算机科学 2018-08-30 Loet Leydesdorff , Tobias Opthof

Assessment of risk prediction models has primarily utilized measures of discrimination, the ROC curve AUC and C-statistic. These derive from the risk distributions of patients and nonpatients, which in turn are derived from a population…

定量方法 · 定量生物学 2023-12-05 Ralph H. Stern

In this paper, we propose a novel association measure for longitudinal studies based on the traditional definition of relative risk. In a Markovian fashion, such a proposal takes into account the information content regarding the previous…

统计方法学 · 统计学 2023-02-27 Lina Buitrago , Juan Sosa , Oscar Melo

Use of the Hirsch-index ($h$) as measure of an author's visibility in the scientific literature has become popular as an alternative to a gross measure like total citations (c). I show that, at least in astrophysics, $h$ correlates tightly…

天体物理仪器与方法 · 物理学 2012-02-02 H. C. Spruit

In epidemiological cohort studies, the relative risk (also known as risk ratio) is a major measure of association to summarize the results of two treatments or exposures. Generally, it measures the relative change in disease risk as a…

统计方法学 · 统计学 2022-07-05 Gopal Nath , Krishna K. Saha , Suojin Wang

There are many measures to report so-called treatment or causal effects: absolute difference, ratio, odds ratio, number needed to treat, and so on. The choice of a measure, e.g. absolute versus relative, is often debated because it leads to…

统计方法学 · 统计学 2025-09-23 Bénédicte Colnet , Julie Josse , Gaël Varoquaux , Erwan Scornet

Purpose: Health recommenders act as important decision support systems, aiding patients and medical professionals in taking actions that lead to patients' well-being. These systems extract the information which may be of particular…

机器学习 · 计算机科学 2024-07-02 Abhishek Dey , Debayan Goswami , Rahul Roy , Susmita Ghosh , Yu Shrike Zhang , Jonathan H. Chan

A wide range of approaches have been applied to manage the spread of global pandemic events such as COVID-19, which have met with varying degrees of success. Given the large-scale social and economic impact coupled with the increasing time…

计算机与社会 · 计算机科学 2020-09-29 Rachit Agarwal , Abhik Banerjee

The population-attributable fraction (PAF) quantifies the public health impact of a harmful exposure. Despite being a measure of significant importance an estimand accommodating complicated time-to-event data is not clearly defined. We…

The Improbability Scale (IS) is proposed as a way of communicating to the general public the improbability (and by implication, the probability) of events predicted as the result of scientific research. Through the use of the Improbability…

物理与社会 · 物理学 2007-05-23 David J. Ritchie
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