Mixed effects models for healthcare longitudinal data with an informative visiting process: a Monte Carlo simulation study

1 Aug 2018Alessandro GaspariniKeith R. AbramsJessica K. BarrettRupert W. MajorMichael J. SweetingNigel J. BrunskillMichael J. Crowther

Electronic health records are being increasingly used in medical research to answer more relevant and detailed clinical questions; however, they pose new and significant methodological challenges. For instance, observation times are likely correlated with the underlying disease severity: patients with worse conditions utilise health care more and may have worse biomarker values recorded... (read more)

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