“…Two other problems commonly arise from the application of count data models for estimating recreation site demand using on-site surveys (Englin and Shonkwiler, 1995; Shaw, 1988; Chakraborty and Keith, 2000; Loomis, 2003; du Preez and Hosking, 2011): - the probability of being surveyed depends on the frequency of visits (the problem of endogenous stratification);
- non-users are not sampled (the problem of truncation).
If these two problems are not accounted for, then the estimates generated will be biased and not consistent (Shaw, 1988; Creel and Loomis, 1990; Loomis, 2003). One simple procedure to fix both endogenous stratification and truncation is to weight each observation by the expected value of trips (Shaw, 1988).…”