38 research outputs found
Number-of-particle fluctuations in systems with Bose-Einstein condensate
Fluctuations of the number of particles for the dilute interacting gas with
Bose-Einstein condensate are considered. It is shown that in the Bogolubov
theory these fluctuations are normal. The fluctuations of condensed as well as
noncondensed particles are also normal both in canonical and grand canonical
ensembles.Comment: Latex file, 12 page
Measuring the predictability of life outcomes with a scientific mass collaboration.
How predictable are life trajectories? We investigated this question with a scientific mass collaboration using the common task method; 160 teams built predictive models for six life outcomes using data from the Fragile Families and Child Wellbeing Study, a high-quality birth cohort study. Despite using a rich dataset and applying machine-learning methods optimized for prediction, the best predictions were not very accurate and were only slightly better than those from a simple benchmark model. Within each outcome, prediction error was strongly associated with the family being predicted and weakly associated with the technique used to generate the prediction. Overall, these results suggest practical limits to the predictability of life outcomes in some settings and illustrate the value of mass collaborations in the social sciences