Modelling psychiatric measures using Skew-Normal distributions.

N Counsell, M Cortina-Borja, A Lehtonen, A Stein
Author Information
  1. N Counsell: Department of Psychiatry, Warneford Hospital, University of Oxford, Oxford, UK. Nicholas.Counsell@psych.ox.ac.uk

Abstract

Data from psychiatric research frequently exhibit departures from Normality. Methods which utilise the data optimally to model the distribution directly are available. We highlight the issue of modelling skewness, resulting from screening instruments where the majority of respondents are healthy individuals and few participants have a value reflecting particular disorders.

References

  1. Neuropsychologia. 2006;44(4):666-77 [PMID: 16046228]
  2. Psychiatry Res. 2008 Aug 15;160(2):129-36 [PMID: 18585790]
  3. Psychopathology. 2009;42(1):11-21 [PMID: 19023230]

Grants

  1. G0400546/Medical Research Council
  2. /Department of Health

MeSH Term

Humans
Likelihood Functions
Mass Screening
Mental Disorders
Persons with Psychiatric Disorders
Models, Psychological
Normal Distribution
Reference Values
United Kingdom

Word Cloud

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