Monotone missing data and pattern-mixture models.

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Monotone missing data and pattern-mixture models. / Molenberghs, G.; Michiels, B.; Kenward, M. G. et al.
In: Statistica Neerlandica, Vol. 52, No. 2, 06.1998, p. 153-161.

Research output: Contribution to Journal/Magazine › Journal article › peer-review

Harvard

Molenberghs, G, Michiels, B, Kenward, MG & Diggle, PJ 1998, 'Monotone missing data and pattern-mixture models.', Statistica Neerlandica, vol. 52, no. 2, pp. 153-161. https://doi.org/10.1111/1467-9574.00075

APA

Molenberghs, G., Michiels, B., Kenward, M. G., & Diggle, P. J. (1998). Monotone missing data and pattern-mixture models. Statistica Neerlandica, 52(2), 153-161. https://doi.org/10.1111/1467-9574.00075

Vancouver

Molenberghs G, Michiels B, Kenward MG, Diggle PJ. Monotone missing data and pattern-mixture models. Statistica Neerlandica. 1998 Jun;52(2):153-161. doi: 10.1111/1467-9574.00075

Author

Molenberghs, G. ; Michiels, B. ; Kenward, M. G. et al. / Monotone missing data and pattern-mixture models. In: Statistica Neerlandica. 1998 ; Vol. 52, No. 2. pp. 153-161.

Bibtex

@article{0c5ac4bc908c47cdb0a3bfa4721f3bb0,

title = "Monotone missing data and pattern-mixture models.",

abstract = "It is shown that the classical taxonomy of missing data models, namely missing completely at random, missing at random and informative missingness, which has been developed almost exclusively within a selection modelling framework, can also be applied to pattern-mixture models. In particular, intuitively appealing identifying restrictions are proposed for a pattern-mixture MAR mechanism.",

keywords = "missing at random • selection model",

author = "G. Molenberghs and B. Michiels and Kenward, {M. G.} and Diggle, {Peter J.}",

year = "1998",

month = jun,

doi = "10.1111/1467-9574.00075",

language = "English",

volume = "52",

pages = "153--161",

journal = "Statistica Neerlandica",

issn = "0039-0402",

publisher = "Wiley-Blackwell",

number = "2",

}

RIS

TY - JOUR

T1 - Monotone missing data and pattern-mixture models.

AU - Molenberghs, G.

AU - Michiels, B.

AU - Kenward, M. G.

AU - Diggle, Peter J.

PY - 1998/6

Y1 - 1998/6

N2 - It is shown that the classical taxonomy of missing data models, namely missing completely at random, missing at random and informative missingness, which has been developed almost exclusively within a selection modelling framework, can also be applied to pattern-mixture models. In particular, intuitively appealing identifying restrictions are proposed for a pattern-mixture MAR mechanism.

AB - It is shown that the classical taxonomy of missing data models, namely missing completely at random, missing at random and informative missingness, which has been developed almost exclusively within a selection modelling framework, can also be applied to pattern-mixture models. In particular, intuitively appealing identifying restrictions are proposed for a pattern-mixture MAR mechanism.

KW - missing at random • selection model

U2 - 10.1111/1467-9574.00075

DO - 10.1111/1467-9574.00075

M3 - Journal article

VL - 52

SP - 153

EP - 161

JO - Statistica Neerlandica

JF - Statistica Neerlandica

SN - 0039-0402

IS - 2

ER -

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