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Statistics in medicine, v.38 no.3, 2019년, pp.413 - 436
Klein, Nadja (Applied Statistics, Humboldt University of Berlin, Berlin, Germany) , Kneib, Thomas (Chair of Statistics, Georg‐) , Marra, Giampiero (August Universitä) , Radice, Rosalba (t Gö) , Rokicki, Slawa (ttingen, Gö) , McGovern, Mark E. (ttingen, Germany)
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Bivariate copula regression allows for the flexible combination of two arbitrary, continuous marginal distributions with regression effects being placed on potentially all parameters of the resulting bivariate joint response distribution. Motivated by the risk factors for adverse birth outcomes, man...
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Hohberg, Maike ; Donat, Francesco ; Marra, Giampiero ; Kneib, Thomas 2021 "Beyond unidimensional poverty analysis using distributional copula models for mixed ordered‐continuous outcomes" Journal of the Royal Statistical Society. Series C, Applied statistics, 70(5): 1365~1390
Gayawan, Ezra ; Egbon, Osafu Augustine ; Adegboye, Oyelola 2023 "Copula based trivariate spatial modeling of childhood illnesses in Western African countries" Spatial and spatio-temporal epidemiology, 46(): 100591~
Peng, Jing 2023 "Identification of Causal Mechanisms from Randomized Experiments: A Framework for Endogenous Mediation Analysis" Information systems research : ISR : a journal of the Institute of Management Sciences, 34(1): 67~84
Rathjens, Jonathan ; Kolbe, Arthur ; Hölzer, Jürgen ; Ickstadt, Katja ; Klein, Nadja 2024 "Bivariate Analysis of Birth Weight and Gestational Age by Bayesian Distributional Regression with Copulas" Statistics in BioSciences, 16(1): 290~317
Bhadra, Dhiman 2024 "An analysis of the dual burden of childhood stunting and wasting in Myanmar: a copula geoadditive modelling approach" Public health nutrition, 27(1): e54~
Dorn, Franziska ; Radice, Rosalba ; Marra, Giampiero ; Kneib, Thomas 2024 "A bivariate relative poverty line for leisure time and income poverty: Detecting intersectional differences using distributional copulas" The Review of income and wealth, 70(2): 395~419
McGovern, Mark E. ; Rokicki, Slawa ; Von Jaglinsky, Annette ; Reichman, Nancy E. 2023 "Neighborhood-level housing affordability and maternal depression" SSM - mental health, 3(): 100192~
Kang, Xiaoning ; Kang, Lulu ; Chen, Wei ; Deng, Xinwei 2022 "A generative approach to modeling data with quantitative and qualitative responses" Journal of multivariate analysis, 190(): 104952~
Dorn, Franziska ; Maxand, Simone ; Kneib, Thomas 2024 "The nonlinear dependence of income inequality and carbon emissions: Potentials for a sustainable future" Ecological economics : the journal of the International Society for Ecological Economics, 216(): 108016~
Hans, Nicolai ; Klein, Nadja ; Faschingbauer, Florian ; Schneider, Michael ; Mayr, Andreas 2023 "Boosting distributional copula regression" Biometrics, 79(3): 2298~2310
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