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Most previous studies of the causal relationship between malaria and stunting have been studies where potential confounders are controlled via regression-based methods, but these studies may have been biased by unobserved confounders.…

应用统计 · 统计学 2015-11-11 Hyunseung Kang , Benno Kreuels , Jürgen May , Dylan S. Small

Estimating the causal effect of fertility on women's employment is challenging because fertility and labor decisions are jointly determined. The difficulty is amplified in low- and middle-income countries, where longitudinal data are…

统计方法学 · 统计学 2025-08-25 Lucas Godoy Garraza , Leontine Alkema

We develop a variable population age-structured ODE model to investigate the role of Intermittent Preventive Treatment (IPT) in averting malaria-induced mortalities in children, as well as its related cost in promoting the spread of…

Effect modification means the size of a treatment effect varies with an observed covariate. Generally speaking, a larger treatment effect with more stable error terms is less sensitive to bias. Thus, we might be able to conclude that a…

统计方法学 · 统计学 2026-05-19 Yijun Fan , Dylan S. Small

Malaria, a fatal but curable disease claims hundreds of thousands of lives every year. Early and correct diagnosis is vital to avoid health complexities, however, it depends upon the availability of costly microscopes and trained experts to…

计算机视觉与模式识别 · 计算机科学 2022-04-19 Waqas Sultani , Wajahat Nawaz , Syed Javed , Muhammad Sohail Danish , Asma Saadia , Mohsen Ali

Abortion is one of the biggest causes of maternal deaths, accounting for 15% of maternal deaths in Southeast Asia. The increase in and effectiveness of using contraception are still considered to be the effective method to reduce abortion…

定量方法 · 定量生物学 2021-04-06 R. Sutiawan

Background: Animals from the same litter are often more alike compared with animals from different litters. This litter-to-litter variation, or "litter effects", can influence the results in addition to the experimental factors of interest.…

定量方法 · 定量生物学 2013-03-25 Stanley E. Lazic , Laurent Essioux

We propose a causal analysis of the mother's educational level on the health status of the newborn, in terms of gestational weeks and weight. The analysis is based on a finite mixture structural equation model, the parameters of which have…

统计方法学 · 统计学 2012-12-04 Silvia Bacci , Francesco Bartolucci , Luca Pieroni

Although child malnutrition is improving over the world in the last couple of decades, still now it is concerning issue among the developing countries including Bangladesh. In general, malnutrition is a dichotomous response variable fitted…

应用统计 · 统计学 2024-06-07 Md Mehedi Hasan Bhuiyan

The human microbiome has an important role in determining health. Mediation analyses quantify the contribution of the microbiome in the causal path between exposure and disease; however, current mediation models cannot fully capture the…

应用统计 · 统计学 2023-01-09 Yuka Moroishi , Zhigang Li , Juliette C. Madan , Hongzhe Li , Margaret R. Karagas , Jiang Gui

Malaria is one of the most common mosquito-borne diseases widespread in tropical and subtropical regions, causing thousands of deaths every year in the world. In a previous paper, we formulated an age-structured model containing three…

种群与进化 · 定量生物学 2024-05-24 Quentin Richard , Marc Choisy , Ramsès Djidjou-Demasse , Thierry Lefèvre

In a pilot program during the 2016-17 admissions cycle, the University of California, Berkeley invited many applicants for freshman admission to submit letters of recommendation. We use this pilot as the basis for an observational study of…

统计方法学 · 统计学 2021-02-23 Eli Ben-Michael , Avi Feller , Jesse Rothstein

Infant mortality, by which we understand the postnatal stage during which mortality is declining, is a manifestation and embodiment of congenital abnormalities. Severe defects will translate into death occurring shortly after birth whereas…

Background Elimination of malaria can only be achieved through removal of all vectors or complete depletion of the infectious reservoir in humans. Mechanistic models can be built to synthesize diverse observations from the field collected…

Assessing population-level effects of vaccines and other infectious disease prevention measures is important to the field of public health. In infectious disease studies, one person's treatment may affect another individual's outcome, i.e.,…

统计方法学 · 统计学 2024-03-26 Kayla W. Kilpatrick , Chanhwa Lee , Michael G. Hudgens

In the evolving world, we require more additionally the young era to flourish and evolve into developed land. Most of the population all around the world are unaware of the complications involved in the routine they follow while they are…

机器学习 · 计算机科学 2023-12-08 S. Nandini , Sanjjushri Varshini R

Statistical analysis based on quantile regression methods is more comprehensive, flexible, and less sensitive to outliers when compared to mean regression methods. When the link between different diseases are of interest, joint disease…

统计方法学 · 统计学 2022-02-01 Hanan Alahmadi , Håvard Rue , Janet van Niekerk

Rapid increases in food supplies have reduced global hunger, while rising burdens of diet-related disease have made poor diet quality the leading cause of death and disability around the world. Today's "double burden" of undernourishment in…

综合经济学 · 经济学 2023-04-18 William A. Masters , Amelia B. Finaret , Steven A. Block

Malaria is a major contributor to health burdens throughout the regions where it is endemic. Historically, it was believed that there was limited morbidity and essentially no mortality associated with Plasmodium vivax; however, evidence…

种群与进化 · 定量生物学 2015-05-11 Andrew A. Lover

The United Nations' Sustainable Development Goal 3.2 aims to reduce under-5 child mortality to 25 deaths per 1,000 live births by 2030. Child mortality tends to be concentrated in developing regions where much of the information needed to…

应用统计 · 统计学 2018-10-10 Katie Wilson , Jon Wakefield