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(2)
Missing Data
Statistical Analysis
Related Publications
(148)
Analysis of incomplete multivariate data
Inference and missing data
Multiple imputation for nonresponse in surveys
Maximum likelihood from incomplete data via the em algorithm
Data cleansing: beyond integrity checking
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Statistical analysis with missing data
Statistical analysis with missing data,R. Little,D. B. Rubin
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Statistical analysis with missing data
(
Citations: 4600
)
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R. Little
,
D. B. Rubin
Published in 1987.
Cumulative
Annual
Citation Context
(1971)
...intermittently missing), and importantly, not associated with PDA or OOI outcomes, we used the Markov Chain Monte Carlo (MCMC) method for multiple imputation (
71
,
72
)...
Maria E. Pagano
,
et al.
The 10 Year Course of AA Participation and Long-Term Outcomes: A Follo...
...This approach treated missing data as missing at random, resulting in unbiased parameter estimates and appropriate standard errors (Little & Rubin,
2002
)...
Roger Kobak
,
et al.
Teacher–student interactions and attachment states of mind as predicto...
...For the predictor variables and again for the dependent variable, the Little MCAR (missing completely at random) test statistic for the imputed values used in the study was not statistically significant, indicating that the null hypothesis (ie, data not missing completely at random) was rejected (
Chen & Little, 1999
;
Little & Rubin, 2002
)...
Lawrence B. Schiamberg
,
et al.
Physical Abuse of Older Adults in Nursing Homes: A Random Sample Surve...
...
2004
; Marin and Robert
2007
; Carlin and Louis
2008
), mixed and latent variable models (eg, Skrondal and Rabe-Hesketh
2004
; McCulloch, Searle, and Neuhaus
2008
), and missing data models (eg, Little and Rubin
2004
)...
J. T. Ormerod
,
et al.
Gaussian Variational Approximate Inference for Generalized Linear Mixe...
...After confirming non-response and irregular response percentage for each item, the remaining cases were used for each analysis (
Little and Rubin, 1987
...
Ken Kato
,
et al.
Factors relating to doctors' desire to change hospitals in Japan
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Citations
(4600)
The 10 Year Course of AA Participation and Long-Term Outcomes: A Follow-up Study of Outpatient Subjects in Project MATCH
Maria E. Pagano
,
William L. White
,
John F. Kelly
,
Robert L. Stout
,
Rebecca R. Carter
,
J. Scott Tonigan
Journal:
Substance Abuse
, vol. just-accep, no. just-accep, 2013
Teacher–student interactions and attachment states of mind as predictors of early romantic involvement and risky sexual behaviors
(
Citations: 3
)
Roger Kobak
,
Joanna Herres
,
Clare Gaskins
,
Jean-Philippe Laurenceau
Journal:
Attachment & Human Development - ATTACH HUM DEV
, vol. 14, no. 3, pp. 289-303, 2012
Physical Abuse of Older Adults in Nursing Homes: A Random Sample Survey of Adults With an Elderly Family Member in a Nursing Home
(
Citations: 1
)
Lawrence B. Schiamberg
,
James Oehmke
,
Zhenmei Zhang
,
Gia E. Barboza
,
Robert J. Griffore
,
Levente Von Heydrich
,
Lori A. Post
,
Robin P. Weatherill
,
Teresa Mastin
Journal:
Journal of Elder Abuse & Neglect - J ELDER ABUSE NEGL
, vol. 24, no. 1, pp. 65-83, 2012
Gaussian Variational Approximate Inference for Generalized Linear Mixed Models
(
Citations: 1
)
J. T. Ormerod
,
M. P. Wand
Journal:
Journal of Computational and Graphical Statistics - J COMPUT GRAPH STAT
, vol. 21, no. 1, pp. 2-17, 2012
Factors relating to doctors' desire to change hospitals in Japan
Ken Kato
,
Kazunobu Yamauchi
,
Makoto Miyaji
,
Nakako Fujiwara
,
Kimiko Katsuyama
,
Hiroshi Amano
,
Santaro Kobayashi
,
Michio Naito
,
Yasunori Maki
,
Hirohisa Kawahara
,
Mitsuaki Maseki
,
Yoshio Senoo
Journal:
International Journal of Health Care Quality Assurance
, vol. 25, no. 1, pp. 19-40, 2012