Embedding Positive Process Models into Lognormal Bayesian State Space Frameworks using Moment Matching

John W. Smith, Leah R. Johnson, R. Quinn Thomas

In ecology it is common for processes to be bounded based on physical constraints of the system. One common example is the positivity constraint, which applies to phenomena such as…