probability sample, or it may be caused by self-selection in an internet survey. A contraction theorem from mathematical … demography is used to show that an initial bias can "fade-away" in later panel waves, if the transition laws in the observed … sample and the population are identical. Panel attrition is incorporated into the Markovian framework. Extensions to Markov …