An online stochastic algorithm for a dynamic nurse scheduling problem

•The algorithm ranked second at the second international nurse rostering competition.•The approach combines online optimization and the sample average approximation.•The rostering problem is solved with a branch-and-price algorithm.•The code of the implementation is open source and available in a public repository.