Fitting a lognormal distribution to enumeration and absence/presence data

► Two pathogens concentration models are compared. ► One is based on concentration data and uses censorship while the other is based on raw data. ► Both are based on the MLE to assess parameters but the EM algorithm is used for one of them. ► In some cases, the model with raw data leads to more precise estimates.