Experimental Psychology, University College London, London, UK.
Trends Cogn Sci. 2016 Apr;20(4):247-248. doi: 10.1016/j.tics.2016.02.006. Epub 2016 Mar 3.
How can disparate neural and behavioral measures be integrated? Turner and colleagues propose joint modeling as a solution. Joint modeling mutually constrains the interpretation of brain and behavioral measures by exploiting their covariation structure. Simultaneous estimation allows for more accurate prediction than would be possible by considering these measures in isolation.
如何整合不同的神经和行为测量?特纳及其同事提出联合建模作为一种解决方案。联合建模通过利用大脑和行为测量的共变结构,相互约束对两者的解释。与单独考虑这些测量相比,同时估计可以更准确地进行预测。