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Problems with latent class analysis to detect data-driven subtypes of depression

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  1. 1

    Baumeister H, Parker G . J Affect Disord 2012; 139: 126–140.

    Article  Google Scholar 

  2. 2

    Lamers F, De Jonge P, Nolen WA, Smit JH, Zitman FG, Beekman ATF et al. J Clin Psychiatry 2010; 71: 1582–1589.

    Article  Google Scholar 

  3. 3

    Ulbricht CM, Dumenci L, Rothschild AJ, Lapane KL . Arch Womens Ment Health 2016; 19: 769–778.

    Article  Google Scholar 

  4. 4

    Ten Have M, Lamers F, Wardenaar K, Beekman A, de Jonge P, van Dorsselaer S et al. J Affect Disord 2016; 190: 395–406.

    Article  Google Scholar 

  5. 5

    Oberski DL In: Robertson J, Kaptein M (eds). Modern Statistical Methods for HCI: A Modern Look at Data Analysis for HCI Research. Springer: Switzerland, 2016, pp 275–287.

  6. 6

    Kendler KS, Prescott CA . Genes, Environment and Psychopathology: Understanding the Causes of Psychiatric and Substance Use Disorders. Guilford Press: New York, 2006.

    Google Scholar 

  7. 7

    Milaneschi Y, Lamers F, Peyrot WJ, Abdellaoui A, Willemsen G, Hottenga JJ et al. Mol Psychiatry 2016; 21: 516–522.

    CAS  Article  Google Scholar 

  8. 8

    Sullivan PF, Kessler RC, Kendler KS . Am J Psychiatry 1998; 155: 1398–1406.

    CAS  Article  Google Scholar 

  9. 9

    van Loo HM, de Jonge P, Romeijn JR, Kessler RC, Schoevers RA . BMC Med 2012; 10: 156.

    Article  Google Scholar 

  10. 10

    Suppes P, Zanotti M . Synthese 1981; 48: 191–199.

    Article  Google Scholar 

  11. 11

    Borsboom D, Rhemtulla M, Cramer AO, van der Maas HL, Scheffer M, Dolan CV . Psychol Med 2016; 1–13.

  12. 12

    Hagenaars JA . Sociol Methods Res 1988; 16: 379–405.

    Article  Google Scholar 

  13. 13

    Asparouhov T, Muthén B . Proceedings of the 2011 Joint Statistical Meeting, Miami Beach, FL, 2011.

  14. 14

    Miettunen J, Nordstrom T, Kaakinen M, Ahmed AO . Psychol Med 2016; 46: 457–467.

    CAS  Article  Google Scholar 

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EIF is supported by European Research Council Consolidator Grant no. 647209.

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Correspondence to H M van Loo.

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van Loo, H., Wanders, R., Wardenaar, K. et al. Problems with latent class analysis to detect data-driven subtypes of depression. Mol Psychiatry 23, 495–496 (2018).

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