Inference on Predicted Data

How do you perform valid inference when your dependent variable is imputed, or predicted, or otherwise not measured directly?

Can You Estimate Network Characteristics Without Observing the Full Network?

An introduction to Aggregated Relational Data (ARD) - How many people with trait X do you know?