Null models provide specificity and flexibility in data analysis that is often not possible with conventional statistical tests.doi:10.1046/j.1466-822X.2001.00249.xNicholas J. GotelliJohn Wiley & Sons, Ltd.Global Ecology & BiogeographyGotelli NJ (2001) Research frontiers in null model analysis. ...
Three active research fronts in null model analysis include biodiversity measures, species co-occurrence patterns, and macroecology. In the analysis of bio- diversity, ecologists have used random sampling procedures such as rarefaction to adjust for differ- ences in abundance and sampling effort. In...
Here, we outline key gaps in data, theory and scale that point to the frontiers in climate change–infectious disease research. We hope that this will help resolve this controversy, synthesize knowledge and advance understanding. We emphasize the interdisciplinary nature of the problem, encouraging ...
were also shared, including a workgroup to support a series of training grants focused on the study of mechanisms (A21.4) and a data summit in which underutilized data from grants could be made available for secondary analysis paired with postdoctoral researchers using a shared mentoring model. ...
Data, measurement and empirical methods in the science of science Article01 June 2023 The evolution of data science and big data research: A bibliometric analysis ArticleOpen access31 January 2020 The scientometric portrait of Eugene Garfield through the free ResearcherID service from the Web of Scie...
sexual conflict, and in which sexual conflict is costly to females. As the model systems in sexual conflict studies diversified over time, the support for the view that sexual conflict always results in harm of females decreased41. Thus, the choice of model species influences the conclusions ...
The science of science has attracted growing research interests, partly due to the increasing availability of large-scale datasets capturing the innerworkings of science. These datasets, and the numerous linkages among them, enable researchers to ask a r
3rd Frontiers in Electron Microscopy for Physical and Life Sciences Sep 20th, 2024 In-person Nature Conference at Princeton University. October 16 - 18. News and Opinion The latest news and opinions in research View Channel “Negative” and “null” results — your voice is needed ...
Interpretability techniques, like SHAP VALUES, were applied to break down each variable’s contribution to the model’s predictions. The analysis revealed better performance in a model that included preoperative and intraoperative variables. Among the most influential variables were baseline serum ...
In the follow-up analysis, we used a multilevel regression model with a random-intercept to control for the society effect. Fig. 5 Mean scores of subjective well-being indicators (life satisfaction, happiness, positive affect, and negative affect) across 20 societies during the COVID-19 ...