A Longitudinal Framework for Predicting Nonresponse in Panel Surveys

29 Sep 2019Christoph KernBernd WeissJan-Philipp Kolb

Nonresponse in panel studies can lead to a substantial loss in data quality due to its potential to introduce bias and distort survey estimates. Recent work investigates the usage of machine learning to predict nonresponse in advance, such that predicted nonresponse propensities can be used to inform the data collection process... (read more)

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