1 Introduction  
2 Motivating Application  
3 Setting  
4 Methods  
4.1 Partial Identification  
4.2 Dependence-robust Interval Estimates  
5 Simulations  
6 Application: Estimating the Number of People Who Inject Drugs in Brussels, Belgium  
7 Discussion