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.