Functional addi- tive mixed models. Journal of Computational and Graphical Statistics, 24:477-501, 2015.Scheipl, F., Staicu, A.M., Greven, S., 2015. Functional additive mixed models. J. Comput. Graph. Statist. 24, 477-501.Scheipl F, Staicu A-M, Greven S (2014) Functional additive...
For the sake of simplicity, this paper only uses additive models. However, the proposed algorithm may assess the type of contribution (linear, non linear, …) of each variable. The algorithm have showed quite promising results when applied to real data sets....
Müller and Yao (2008) generalized additive models to the functional regression setting and proposed functional additive model (FAM) considering only functional predictors. However, in practice, it is beneficial to simultaneously consider both functional and scalar predictors while modeling. To address ...
Currently, the commonly used metal-filled thermoplastic composites in FDM include Fe/PA composites, ABS-Fe, ABS-Cu, ABS mixed with 10 % iron powder and 10 % copper powder, and ionic polymer metal composites (IPMCs) [183]. New metal-filled thermoplastic composites have been developed ...
We used generalized linear models, generalized additive models, and random forests—algorithms that cover a range of complexity relating the response variable to covariates—to explain the relationship between species presence and the local environmental conditions (see Supplementary Methods). For each ...
Thermosets such as silicone are ubiquitous. However, existing manufacturing of thermosets involves either a prolonged manufacturing cycle (e.g., reaction injection molding), low geometric complexity (e.g., casting), or limited processable materials (e.g.
Methods based on additive noise are further divided into Linear Non-Gaussian Acyclic Models (upper part) and Nonlinear Additive Noise Models (lower part). Each column represents assumptions regarding: Function type, categorized as Linear, Nonlinear, or Arbitrary type ...
Additive manufacturing Material interfaces are also important as multimaterial printing becomes more widespread. The printing of actuators can be augmented by simultaneously printing sensors, for example [146]. In the case of a sensor, any electrodes, wires, stimuli-responsive materials, and dielectric ...
Additive manufacturing (AM), also known as three-dimensional (3D) printing, is a digital manufacturing process where objects are created in a layer-by-layer fashion directly from computer-aided-design (CAD) models. AM has emerged as a disruptive manufacturing process capable of creating highly int...
A new approach to varying-coefficient additive models with longitudinal covariates 2020, Computational Statistics and Data Analysis Citation Excerpt : Leave-one-curve-out cross-validation was suggested by Rice and Silverman (1991) as a data-driven approach for tuning parameter selection in functional an...