Effects of Mixing Weights and Predictor Distributions on Regression Mixture Models.
作者信息
Sherlock Phillip, DiStefano Christine, Habing Brian
机构信息
Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.
Department of Educational Studies, University of South Carolina, Columbia, SC, USA.
出版信息
Struct Equ Modeling. 2022;29(1):70-85. doi: 10.1080/10705511.2021.1932508. Epub 2021 Jul 15.
Abstract
摘要
相似文献
1
Effects of Mixing Weights and Predictor Distributions on Regression Mixture Models.混合权重和预测变量分布对回归混合模型的影响。
Struct Equ Modeling. 2022;29(1):70-85. doi: 10.1080/10705511.2021.1932508. Epub 2021 Jul 15.
2
Quantification of variability and uncertainty using mixture distributions: evaluation of sample size, mixing weights, and separation between components.使用混合分布对变异性和不确定性进行量化：样本量、混合权重及成分间分离度的评估
Risk Anal. 2004 Jun;24(3):553-71. doi: 10.1111/j.0272-4332.2004.00459.x.
3
Bayesian hierarchically weighted finite mixture models for samples of distributions.用于分布样本的贝叶斯分层加权有限混合模型。
Biostatistics. 2009 Jan;10(1):155-71. doi: 10.1093/biostatistics/kxn024. Epub 2008 Aug 16.
4
Admissible mixing distributions for a general class of mixture survival models with known asymptotics.具有已知渐近性的一般类混合生存模型的可容许混合分布。
Theor Popul Biol. 2011 Aug;80(1):64-70. doi: 10.1016/j.tpb.2011.05.001. Epub 2011 May 10.
5
Mixture distributions in human genetics research.人类遗传学研究中的混合分布
Stat Methods Med Res. 1996 Jun;5(2):155-78. doi: 10.1177/096228029600500204.
6
Analyses of multinomial mixture distributions: new tests for stochastic models of cognition and action.多项混合分布分析：认知与行动随机模型的新测试
Psychol Bull. 1991 Sep;110(2):350-74. doi: 10.1037/0033-2909.110.2.350.
7
The prediction of the dissolution rate constant by mixing rules: the study of acetaminophen batches.通过混合规则预测溶解速率常数：对乙酰氨基酚批次的研究。
Drug Dev Ind Pharm. 2008 May;34(5):522-35. doi: 10.1080/03639040701744194.
8
Gaussian mixture model for texture characterization with application to brain DTI images.用于纹理特征描述的高斯混合模型及其在脑扩散张量成像（DTI）图像中的应用
J Adv Res. 2019 Jan 4;16:15-23. doi: 10.1016/j.jare.2019.01.001. eCollection 2019 Mar.
9
On the efficiency of score tests for homogeneity in two-component parametric models for discrete data.关于离散数据的双组分参数模型中同质性得分检验的效率
Biometrics. 2012 Sep;68(3):975-82. doi: 10.1111/j.1541-0420.2011.01737.x. Epub 2012 Feb 20.
10
Incorporating uncertainty and prior information into stable isotope mixing models.将不确定性和先验信息纳入稳定同位素混合模型。
Ecol Lett. 2008 May;11(5):470-80. doi: 10.1111/j.1461-0248.2008.01163.x. Epub 2008 Feb 20.
引用本文的文献
1
The Impact of Imposing Equality Constraints on Residual Variances Across Classes in Regression Mixture Models.在回归混合模型中对跨类别残差方差施加平等约束的影响
Front Psychol. 2022 Jan 27;12:736132. doi: 10.3389/fpsyg.2021.736132. eCollection 2021.
本文引用的文献
1
Mapping Dermatology Life Quality Index (DLQI) scores to EQ-5D utility scores using data of patients with atopic dermatitis from the National Health and Wellness Study.利用全国健康和福利研究中特应性皮炎患者的数据，将皮肤病生活质量指数（DLQI）评分映射到 EQ-5D 效用评分。
Qual Life Res. 2020 Sep;29(9):2529-2539. doi: 10.1007/s11136-020-02499-1. Epub 2020 Apr 15.
2
Modeling predictors of latent classes in regression mixture models.回归混合模型中潜在类别预测因子的建模
Struct Equ Modeling. 2016;23(4):601-614. doi: 10.1080/10705511.2016.1158655. Epub 2016 Apr 21.
3
The Effects of Sample Size on the Estimation of Regression Mixture Models.样本量对回归混合模型估计的影响。
Educ Psychol Meas. 2019 Apr;79(2):358-384. doi: 10.1177/0013164418791673. Epub 2018 Aug 10.
4
Relationship between sleep and exercise as colorectal cancer survivors transition off treatment.睡眠与运动在结直肠癌患者治疗结束后的关系。
Support Care Cancer. 2018 Aug;26(8):2663-2673. doi: 10.1007/s00520-018-4110-8. Epub 2018 Feb 22.
5
Children exposed to intimate partner violence: Identifying differential effects of family environment on children's trauma and psychopathology symptoms through regression mixture models.遭受亲密伴侣暴力的儿童：通过回归混合模型识别家庭环境对儿童创伤及精神病理学症状的差异影响。
Child Abuse Negl. 2016 Aug;58:1-11. doi: 10.1016/j.chiabu.2016.06.010. Epub 2016 Jun 20.
6
Regression Mixture Models: Does Modeling the Covariance Between Independent Variables and Latent Classes Improve the Results?回归混合模型：对自变量与潜在类别之间的协方差进行建模是否能改善结果？
Multivariate Behav Res. 2016;51(1):35-52. doi: 10.1080/00273171.2015.1095063.
7
Evaluating differential effects using regression interactions and regression mixture models.使用回归交互作用和回归混合模型评估差异效应。
Educ Psychol Meas. 2015 Aug;75(4):677-714. doi: 10.1177/0013164414554931. Epub 2014 Oct 28.
8
Impact of an equality constraint on the class-specific residual variances in regression mixtures: A Monte Carlo simulation study.平等约束对回归混合模型中特定类别残差方差的影响：一项蒙特卡罗模拟研究。
Behav Res Methods. 2016 Jun;48(2):813-26. doi: 10.3758/s13428-015-0618-8.
9
Differential susceptibility to the effects of child temperament on maternal warmth and responsiveness.儿童气质对母亲温暖和反应性影响的差异易感性。
J Genet Psychol. 2013 Jul-Aug;174(4):429-49. doi: 10.1080/00221325.2012.699008.
10
Not quite normal: Consequences of violating the assumption of normality in regression mixture models.不太正常：回归混合模型中违反正态性假设的后果。
Struct Equ Modeling. 2012;19(2):227-249. doi: 10.1080/10705511.2012.659622. Epub 2012 May 17.
Zotero 插件