In this paper, the exact randomization t -test is used to analyse data from a common-pool resource experiment. The model used to generate payoffs in the laboratory shares the characteristics of many environmental situations, particularly those associated with sustainable development. The results ...
We bridge the sim-to-real gap by domain randomization of muscle models and robot parameters and the control policy only requires one wearable sensor per leg to control the exoskeleton. Supplementary Video 5 The robot donning takes about 2 min and doffing takes less than 1 min. The 3.2...
Using a lab-in-the-field experiment with Ugandan fishers, we study if and how the use of a common pool resource changes when the resource is either scarce
However, for moderate large N, stratified rerandomization is in general more efficient than rerandomization. With small N, the relationship may be reversed. The efficiency comparison is studied using exact inference to units of the experiment. The main reason for this is clarity. The aim is to...
Predisposition to Alzheimer’s disease (AD) may arise from lipid metabolism perturbation, however, the underlying mechanism remains elusive. Here, we identify ATPase family AAA-domain containing protein 3A (ATAD3A), a mitochondrial AAA-ATPase, as a molecular switch that links cholesterol metabolism im...
Note that our thought experiment requires randomization of income risks rather than of jobs, since we are investigating the marginal impact of considering income risks in addition to other factors when choosing jobs, relative to choosing jobs freely in all respects except income risks. As actually ...
(Siegel and Castellan1988) on experimental time and declared sleep hours (nonnormal distribution, Kolmogorov–Smirnov test,p < 0.05). Montecarlo randomization (10,000 permutations) was applied for experimental time and sleep hours to account for pseudoreplication (same women repeated in different...
such as setting more replicates and choosing more rigorous measurement technologies. It should be noted that randomization in study design is ideal but almost impossible in reality. In longitudinal and multi-center studies, it is inevitable for a study design to include confounded batches and biologic...
experimental parameters, such as whether experiments were blinded, which standards and instruments were used, how many replicates were made, how the results were interpreted, how the statistical analysis was performed, how the randomization was done, and what criteria were used to include or exclude...
According to the performances with simulated communities, we optimized the binning algorithms (Supplementary Figs. 3 and 4), metrics (Supplementary Fig. 5), and null model algorithms (Supplementary Fig. 6), and explored the impact of randomization times and resampling taxa on the performance (...