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Robustness assessment of regressions using cluster analysis typologies: a bootstrap procedure with application in state sequence analysis.
BMC Med Res Methodol
December 2024
Department of Epidemiology and Health Systems, Centre for Primary Care and Public Health (Unisanté), University of Lausanne, Route de La Corniche 10, 1010, Lausanne, Switzerland.
Background: In standard Sequence Analysis, similar trajectories are clustered together to create a typology of trajectories, which is then often used to evaluate the association between sequence patterns and covariates inside regression models. The sampling uncertainty, which affects both the derivation of the typology and the associated regressions, is typically ignored in this analysis, an oversight that may lead to wrong statistical conclusions. We propose utilising sampling variation to derive new estimates that further inform on the association of interest.
View Article and Find Full Text PDFYanghe decoction inhibits inflammation-induced lung metastasis of colorectal cancer.
J Ethnopharmacol
December 2024
School of Nursing, Yunnan University of Chinese Medicine, Kunming, 650500, China. Electronic address:
Ethnopharmacological Relevance: Positive deficiency and cancer toxicity are the main pathogenesis of colorectal cancer (CRC) lung metastasis. Yanghe decoction (YHD), a traditional Chinese medicine, has the effects of warming yang, tonifying blood, dispersing cold and clearing stagnation, adopting a treatment method that combines supporting the right and dispelling the wrong, which has remarkable efficacy in anti-tumor.Although, its precise mechanism of inhibiting the metastasis of colorectal cancer to the lung is still poorly understood.
View Article and Find Full Text PDFSubnational burden estimates to find missing people with tuberculosis: wrong but useful?
BMC Glob Public Health
November 2024
KIT Royal Tropical Institute, Amsterdam, Netherlands.
Efforts to combat tuberculosis (TB) require reliable national and subnational data for planning, monitoring and evaluation. Yet, reliable subnational estimates of TB burden are hard to come by-especially at the lower levels of disaggregation such as district, community, or ward level. Several approaches have been proposed to generate subnational estimates of TB burden.
View Article and Find Full Text PDF"All models are wrong; some are useful:" gastric ultrasound in anesthesia practice.
Can J Anaesth
December 2024
Department of Anesthesia and Pain Management, University Health Network, Toronto, ON, Canada.
Evaluating Contextual Models for Intensive Longitudinal Data in the Presence of Noise.
Multivariate Behav Res
December 2024
Department Quantitative Psychology and Individual Differences, KU Leuven, Leuven, Belgium.
Nowadays research into affect frequently employs intensive longitudinal data to assess fluctuations in daily emotional experiences. The resulting data are often analyzed with moderated autoregressive models to capture the influences of contextual events on the emotion dynamics. The presence of noise (e.
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