Mixed linear model for investigating food security during the covid-19 pandemic: Panel data for rice consumption in indonesia by Mutiara Aghnyn Aisyah, Devita Amalia Putri, Yoshua Chandra, Muhamad Syazali, Amir Machmud, Ro'fah Nur Rachmawati

“…By using mixed linear models, the research results show that in general Covid-19 pandemic has not had a significant effect on rice consumption in Indonesia. …”
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Bayesian predictive modelling to ascertain factors affecting cattle milk production in Tanzania: Evidence from the national panel surveys 2012 – 2021 by Zainabu Bonza, Rosalia Katapa, Amina Msengwa

“…Two generalized linear and generalized additive mixed models were fitted using the Integrated Nested Laplace Approximation. …”
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Did trade unions protect employees’ mental health during the COVID-19 pandemic? A mixed effects model using UK data from Understanding Society by Alastair H Leyland, Srinivasa Vittal Katikireddi, Evangelia Demou, Theocharis Kromydas, Jacques Wels

“…A mixed-effect log-linear model assessed effect heterogeneity across time and industries, with average marginal effects (AME) indicating effect differences between groups.Results Of our sample, 49.1% worked in a unionised workplace, with 53.8% of them being union members. …”
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The effect of ambient temperature on thyroid function parameters: a daily level panel study by Tao Wang, Hailin Ma, Zhaoqing Jin, Ting Yang, Zhiqiang Zhao, Aerdake Wulalibieke, Qishan Wang, Yu Cao, Shenghong Yang

“…Mixed-effect modeling with distributed lagged non-linear models (DLNMs) was applied to analyze the data. …”
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Tailoring remote patient management to optimise cardiovascular risk management in primary care: a mixed-methods implementation study informing large-scale implementation by Margot Rakers, Nicoline van Hattem, Eric Hiddink, Petra van Peet, Rimke Vos, Niels Chavannes, Douwe Atsma, Tobias Bonten, Hendrikus van Os

“…Baseline and six-month follow-up assessments were performed using linear mixed-effects models, and implementation outcomes were evaluated using the RE-AIM framework. …”
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Economic and healthcare determinants of under-five mortality in low-income countries by Vageesha Rajapakse, Adeesha Fernando, Nikini Sudangama, Damindu Adikari, Ashwathy Sundaram, Ruwan Jayathilaka

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Longitudinal association of peripheral blood DNA methylation with liver fat content: distinguishing between predictors and biomarkers by Hailuan Zeng, Wenran Li, Mingfeng Xia, Jieyu Ge, Hui Ma, Lingyan Chen, Baishen Pan, Huandong Lin, Sijia Wang, Xin Gao

“…Longitudinal and cross-sectional epigenome-wide association studies (EWASs) were conducted with linear mixed model and linear regression model, respectively. …”
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Modifiable factors associated with cognitive health trajectories among Indigenous, Hispanic, Black, and White older adults: an exploratory longitudinal panel analysis of the health... by Cliff Whetung, Ernest Gonzales

“…Methods: Using longitudinal panel data from the Health and Retirement Study (2006–2020, N = 27,327), we estimated mixed effect growth curve models to examine associations between modifiable factors and total cognitive function. …”
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SMALL AREA ESTIMATION WITH HIERARCHICAL BAYES FOR CROSS-SECTIONAL AND TIME SERIES SKEWED DATA by Titin Yuniarty, Indahwati Indahwati, Aji Hamim Wigena

“…Small Area Estimation (SAE) is a method based on modeling for estimating small area parameters, that applies Linear Mixed Model (LMM) as its basic. …”
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Genome-wide association studies and genetic architecture of carcass traits in Angus beef cattle using imputed whole-genome sequences data by Hasan Baneh, Nikolay Elatkin, Laurent Gentzbittel

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Modeling Dockless Shared E-Scooter Demand by Time of Day: A Case Study of Austin by Nami Alsulami, Sudipta Dey Tirtha, Shamsunnahar Yasmin, Naveen Eluru

“…The time-period specific data is partitioned for weekdays and weekends. Using the prepared datasets, we develop a joint panel linear regression (JPLR) model framework that accommodates for the influence of unobserved factors at multiple levels-CT, month, day, and time period levels. …”
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The Determinants of Stock Market Performance Among Registered Companies in Tanzania: A Case of Dar Es Salaam Stock Exchange by Victor Mvanda, Pastory Dickson, Albinus Majula

“…Furthermore, the analysis of quantitative data using the Generalized Linear Equation Model (GLM), Mixed Generalized Linear Regression Model (MGLM), and Panel Regression Model (PRM) helped to obtain results for generalization. …”
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The Impact of Agricultural Land Use Patterns on Natural Vegetation, Plant, and Livestock Diversity in the European Union by Zsuzsanna Bacsi, Péter Szálteleki, Gabriella Bánhegyi

“…The present research is focused on assessing the trends of natural landscape changes, such as forests, meadows, and pastures, and the preservation of locally kept traditional livestock, and plant varieties as indicators of biodiversity, in the countries of the European Union between 2012 and 2021, using secondary data. The research methodology was a panel analysis according to the Linear Mixed Model method. …”
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Associations between cardiometabolic indices and heart disease among elderly and middle-aged Chinese individuals: a retrospective longitudinal study by Ya Li, Li Jiao, Wei Chen, Xue-Feng Ni, Wen Zhang, Shu-Yang Zhang

“…The Kruskal‒Wallis H test and Cox regression analysis were performed. Longitudinal/panel data mixed-effects linear regression models were applied to analyze the relationships between the CMI and nonspecific inflammatory markers. …”
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Optimising a multi-strategy implementation intervention to improve the delivery of a school physical activity policy at scale: findings from a randomised noninferiority trial by Cassandra Lane, Luke Wolfenden, Alix Hall, Rachel Sutherland, Patti-Jean Naylor, Chris Oldmeadow, Lucy Leigh, Adam Shoesmith, Adrian Bauman, Nicole McCarthy, Nicole Nathan

“…The noninferiority margin was set at − 16.4 minutes based on previous data and decision panel consensus. A linear mixed model analysed within a Bayesian framework was used to explore noninferiority between the two PACE models. …”
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Factors associated with the functional health and well-being of Singapore residents living with the covid-19 endemic by Zhilian Huang, Kangwei Zeng, Hwee Pin Phua, Chia Siong Wong, Mark I-Cheng Chen

“…Participants were considered not infected with COVID-19 if they were anti-N non-reactive and had never reported COVID-19 infections during visits. We used linear mixed models to analyze panel data. RESULTS: We analyzed 1194/1203 participants aged 6-90 years. …”
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Quantifying the Economic Advantages of Energy Management Systems for Domestic Prosumers with Electric Vehicles by Domenico Gioffrè, Giampaolo Manzolini, Sonia Leva, Rémi Jaboeuf, Paolo Tosco, Emanuele Martelli

“…The EMS uses a two-layer approach: the first layer handles strategic decisions with day-ahead forecasts and solving a mixed-integer linear program (MILP) model; the second layer manages the real-time control decisions based on a heuristic strategy. …”
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Assessments of Anopheles arabiensis behaviour around bed nets using partial adhesive treatments by Njelembo J. Mbewe, Salum Azizi, Mark W. Rowland, Matthew J. Kirby, Kisengwa Ezekia, Baltazari Manunda, Magreth F. Shayo, Natalie M. Portwood, Franklin W. Mosha, Johnson Matowo

“…The study was conducted in Moshi Tanzania, using a Latin Square design with five arms: no bed-net, intact untreated bed-net, roof, sides and whole adhesive treated bed-nets. The data analyses were done using generalized linear mixed effects models with proportions of mosquitoes on the bed-net panels, and induced exiting as outcomes and trial arm as the predictor. …”
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