We thus infer that the former achieves the highest prediction accuracy achievable by ‘any’ generally nonlinear model, albeit for pairwise prediction. Fig. 2: Linear vs nonlinear models of rsfMRI activity. a, The distribution of cross-validated regional \({R}_{i}^{2}\), combined across ...
Note that tri-linear interpolation is a nonlinear, cubic function in three dimensions [76]. This has consequences for the order of volume classification, as discussed below. View chapterExplore book Manifold-valued image processing with SPD matrices Xavier Pennec, in Riemannian Geometric Statistics in...
But relatively few studies have investigated the nonlinear Granger causality among spot, futures and options markets. China has the largest emerging market in the world, and the development is getting faster in recent years. However, due to different social systems, the price relationships of China...
The propagation of linear and nonlinear dust acoustic waves in a homogeneous unmagnetized, collisionless and dissipative dusty plasma consisted of extremely massive, micron-sized, negative dust grains has been investigated. The Boltzmann distribution is suggested for electrons whereas vortex-like distribution...
Specifically: • A strong linear PCP is a PCP in which the honest proof oracle is guaranteed to be a linear function, and soundness is required to hold for all (including nonlinear) proof oracles. • A weak linear PCP is a PCP in which the honest proof oracle is guaranteed to be a...
Nonlinear plots with branching story paths Text-only versions of classic Point & Click quests Cross-platform compatibility Steam achievements Professional proofreading A brief description of some of the games in this bundle"Return of Red Riding Hood, New Adventures" is a sequel to "Return of Red ...
et al. Kilometer-range nonlinear propagation of femtosecond laser pulses. Phys. Rev. E 69, 036607 (2004). 10. Méjean, G. et al. Multifilamentation transmission through fog. Phys. Rev. E 72, 026611 (2005). 11. Chin, S. L. et al. Filamentation of femtosecond laser pulses in ...
There are a variety of statistical models which can be used, and their fitting and interpretation can be complex, particularly where there is a nonlinear trajectory. Our aim was to provide an accessible guide along with applied examples to using four sophisticated modelling procedures for describing...
GA elements are linear strings of fixed length (chromosomes), while GP elements are nonlinear entities of different sizes and shapes (Ferreira 2001; Sharifi and Moghbeli 2020). GP, also traditionally known as tree-based GP, is the implementation of GA that operates as a powerful regression ...
The occurrence of replications in optimal designs of experiments to estimate parameters in nonlinear models J. Roy. Statist. Soc. Ser. B (1968) E.F. Beckenbach et al. Inequalities (1965) V.V. Fedorov et al. Optimal designs in regression problems Math. Operationsforsch. Statist. (1972) V...