DP9752 The Allocation of Time in Sleep: a Social Network Model with Sampled Data

Author(s): Xiaodong Liu, Eleonora Patacchini, Edoardo Rainone
Publication Date: November 2013
Keyword(s): health, missing data, nonlinear least squares, siblings, social interactions, spatial autoregressive model, time use
JEL(s): C13, C21, I15, I19, J22
Programme Areas: Labour Economics, Public Economics, International Trade and Regional Economics
Link to this Page: cepr.org/active/publications/discussion_papers/dp.php?dpno=9752

We analyze peer e¤ects in sleeping behavior using a representative sample of U.S. teenagers from the National Longitudinal Survey of Adolescent Health. The sampling design of the survey causes the conventional 2SLS estimator to be inconsistent. We extend the NLS estimator in Wang and Lee (2013a) to estimate network models with sampled observations on the dependent variable. When accounting for sampling, we find that the sleeping behaviour of the friends is important to shape own sleeping behaviour, besides the impact of individual, family and friend characteristics.