Association between high or low-quality carbohydrate with depressive symptoms and socioeconomic-dietary factors model based on XGboost algorithm: From NHANES 2007–2018
Xiangji Dang, Ruifeng Yang, Jing Qi, Yingdi Niu, Hongjie Li, Jingxuan Zhang, Yan Liu
Topics & Concepts
National Health and Nutrition Examination SurveyDepressive symptomsDepression (economics)MedicineSocioeconomic statusPatient Health QuestionnaireQuality of life (healthcare)Bayesian multivariate linear regressionAlgorithmInternal medicinePsychiatryLinear regressionEnvironmental healthAnxietyMachine learningComputer sciencePopulationNursingEconomicsMacroeconomicsNutritional Studies and DietDiet and metabolism studiesFood composition and properties