Multilevel modeling and model averaging.
Scandinavian journal of work, environment & health, 2000 Multilevel modeling, also known as hierarchical regression, generalizes ordinary regression modeling to allow explicit and flexible compromises between simple and complex models. This article provides an elementary introduction to multilevel modeling as a model-averaging technique.
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Oncogenic DMTF1β promotes cancer cell motility by regulating autophagy through ULK1 stabilization
Molecular Oncology, EarlyView.In the current study, we demonstrate that the oncogene DMTF1β regulates ULK1 stability by reducing its proteasomal degradation in cancer cells. This stabilization enables ULK1 to induce autophagy, which in turn facilitates cancer cell migration. Consequently, reduced DMTF1β levels lead to decreased autophagy and impaired cancer cell migration.
Jun Xu +13 more
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Robust Bayesian model averaging for linear regression models with heavy-tailed errors. [PDF]
J Appl StatDe S, Ghosh J.
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Frequentist Model Averaging in Structure Equation Model With Ordinal Data. [PDF]
Psychometrika, 2022 Jin S.
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Tumor B‐cell infiltration in platinum‐treated advanced muscle‐invasive urothelial carcinoma
Molecular Oncology, EarlyView.Bladder tumors with higher pretreatment memory B‐cell infiltration were linked to longer survival after cisplatin chemotherapy, but not carboplatin. These tumors also showed more organized immune structures (tertiary lymphoid structures) and a shared pro‐inflammatory B‐cell‐rich community, suggesting that memory B cells may help identify patients most ...
Konrad Stawiski +10 more
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Overcoming Model Uncertainty - How Equivalence Tests Can Benefit From Model Averaging. [PDF]
Stat MedHagemann N, Möllenhoff K.
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Continuous Model Averaging for Benchmark Dose Analysis: Averaging Over Distributional Forms. [PDF]
Environmetrics, 2022 Wheeler MW +4 more
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Loss of proton‐sensing TDAG8 increases tumor progression in mouse models of colon cancer
Molecular Oncology, EarlyView.Loss of the pH‐sensing receptor TDAG8 accelerates colorectal cancer progression in mice. Animals lacking TDAG8 expression had increased tumor growth, DNA damage, and recruitment of tumor‐associated immune cells, including macrophages, neutrophils, and monocytes.
Ermanno Malagola +11 more
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Within-project and cross-project defect prediction based on model averaging. [PDF]
Sci RepLi T, Wang Z, Shi P.
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Multi-model averaging improves the performance of model-guided infliximab dosing in patients with inflammatory bowel diseases. [PDF]
CPT Pharmacometrics Syst Pharmacol, 2022 Kantasiripitak W +9 more
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