State-space models for ecological time-series data: Practical model-fitting Ken Newman, Ruth King, Víctor Elvira, Perry de Valpine, Rachel S. McCrea, Byron J. T. Morgan Last updated on Jun 9, 2022 Cite DOI URL hidden Markov model Markov chain Monte Carlo Laplace approximation sequential Monte Carlo Kalman filter likelihood-free methods sampling-based methods