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2016 ). Further, the modeling framework of existing high-dimensional studies is often based on the assumption that high-dimensional data come from a linear data generating process (DGP); see, e. g. Bonaccolto, Caporin, and Paterlini (2018) and Bayer (2018) . In an attempt to provide modeling flexibility, few studies have introduced extensions. For instance, Bai and Ng (2008) and Giovannelli (2012) introduce nonlinear principal component methods within the conditional mean context. Recently, deviating from parametric modeling approaches, Chen et al. (2018

Publishing, 2017. 176 p. 6. Atelier Bow-Wow. Graphic Anatomy Atelier Bow-Wow . TOTO Publishing, 2011. 156 p. 7. Spiller, N. Visionary Architecture. Blueprints of the Modern Imagination . London: Thames & Hudson, 2008. 271 p. 8. Gausa, M. The Metapolis Dictionary of Advanced Architecture: City, technology and society in the information age . Barcelona: Actar, 2003. 688 p. 9. Wortmann, T., Tuncer, B. Differentiating parametric design: Digital workflows in contemporary architecture and construction. Design Studies, Vol, 52, 2017, pp. 173−197.