As γlj can be identified separately from the vignette equation and can be matched to γs j based on the assumption of response consistency, β in Equation (6) can be identified.
It is worth to remark that the full nonlinear structure of the MEP-state is retained, so that no assumptions of linear response or quasi-isotropic distribution are needed.
In order to make sense of the inherent complexity of the landscape system, we used a spatially-explicit hypothesis-driven approach to evaluate assumptions of species response to threats, environmental factors and management interventions.
Compared to decoding analyses, conventional statistical analyses can be difficult to interpret because many factors affect the resulting estimates of significance (e.g., whether or not the assumptions of the response distribution are met, how many subjects and trials are tested, whether there were correlations among the data, etc).
Unidimensionality and local independence are two important interrelated assumptions of Item Response Theory.
For step one, three specific steps were followed: a) We evaluated the assumptions of Item Response Theory (IRT) - unidimensionality, local independency and monotonicity - separately for biological health and lived health questions to find out whether IRT could be used for our data.
To improve understanding at one scale in isolation with constant assumptions of the responses at other scales is likely to lead to unsustainable unintended side effects.
Multiple rounds of training avoided initial disadvantages such as inconsistent survey administration with rephrasing questions, not probing certain responses, recording assumptions instead of responses and leading questions.
This study also illustrates the advantage of the ENLE approach over the statistical linearization approach with assumption of Gaussian response distribution when applied to estimate inelastic crosswind response at wind speed region with negligible aerodynamic damping.
The limitations of the equivalent aerodynamic damping models as functions of RMS response derived from harmonic balance and statistical linearization with an assumption of Gaussian response are revealed.
