The response‐time relationship and covariate effects of acupuncture for chronic pain: A systematic review and model‐based longitudinal meta‐analysis
Sign Up to like & getrecommendations! Published in 2020 at "European Journal of Pain"
DOI: 10.1002/ejp.1617
Abstract: Critical clinical questions regarding how soon and how long the analgesic effect will be achieved by acupuncture, as well as who will be responsive to acupuncture, need further address. The aim of the study was… read more here.
Keywords: covariate effects; effects acupuncture; relationship covariate; time relationship ... See more keywords
Are your covariates under control? How normalization can re-introduce covariate effects
Sign Up to like & getrecommendations! Published in 2018 at "European Journal of Human Genetics"
DOI: 10.1038/s41431-018-0159-6
Abstract: Many statistical tests rely on the assumption that the residuals of a model are normally distributed. Rank-based inverse normal transformation (INT) of the dependent variable is one of the most popular approaches to satisfy the… read more here.
Keywords: dependent variable; based int; covariate effects; rank based ... See more keywords
Bayesian inference for Cox proportional hazard models with partial likelihoods, nonlinear covariate effects and correlated observations
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DOI: 10.1177/09622802221134172
Abstract: We propose a flexible and scalable approximate Bayesian inference methodology for the Cox Proportional Hazards model with partial likelihood. The model we consider includes nonlinear covariate effects and correlated survival times. The proposed method is… read more here.
Keywords: nonlinear covariate; effects correlated; cox proportional; covariate effects ... See more keywords
A Penalization Method for Estimating Heterogeneous Covariate Effects in Cancer Genomic Data
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DOI: 10.3390/genes13040702
Abstract: In high-throughput profiling studies, extensive efforts have been devoted to searching for the biomarkers associated with the development and progression of complex diseases. The heterogeneity of covariate effects associated with the outcomes across subjects has… read more here.
Keywords: covariate effects; penalization method; cancer; penalization ... See more keywords