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Multilevel modeling (2011)

by H Goldstein
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Likelihood analysis of non-Gaussian parameterdriven models.

by N Shephard, M K Pitt - Biometrica , 1997
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Shared Neurocognitive Dysfunctions in Young Offspring at Extreme Risk for Schizophrenia or Bipolar Disorder in Eastern Quebec Multigenerational Families

by Michel Maziade, Nancie Rouleau, Nathalie Gingras, Pierrette Boutin, Marie-eve Paradis, Julie Boutin, Elsa Gilbert, Marco Battaglia, Marc-andre ́ Roy
"... bipolar disorder (BP) may have in common neurocognitive deficits. Former evidence suggests impairments in several neuropsychological functions in young offspring at genetic risk for SZ or BP.Moreover, a dose-response relation may exist between the degree of familial loading and cognitive impairments ..."
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bipolar disorder (BP) may have in common neurocognitive deficits. Former evidence suggests impairments in several neuropsychological functions in young offspring at genetic risk for SZ or BP.Moreover, a dose-response relation may exist between the degree of familial loading and cognitive impairments. This study examines the cognitive functioning of high-risk (HR) offspring of parents having schizophrenia (HRSZ) and high-risk offspring of parents having bipolar disorder (HRBP) descending from densely affected kin-dreds. Methods: The sample consisted of 45 young off-spring (mean age of 17.3 years) born to a parent having SZ or BP descending from large multigenerational families of Eastern Québec that are densely affected by SZ or BP and followed up since 1989. The offspring were adminis-tered a lifetime best-estimate diagnostic procedure (Diag-

time-varying covariates

by Diana L. Miglioretti, Patrick J. Heagerty
"... We propose and compare two approaches for regression analysis of multilevel binary data when clusters are not necessarily nested: a GEE method that relies on a working independence assumption coupled with a three-step method for obtaining empirical standard errors, and a likelihood-based method impl ..."
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We propose and compare two approaches for regression analysis of multilevel binary data when clusters are not necessarily nested: a GEE method that relies on a working independence assumption coupled with a three-step method for obtaining empirical standard errors, and a likelihood-based method implemented using Bayesian computational techniques. Implications of time-varying endogenous covariates are addressed. The methods are illustrated using data from the Breast Cancer Surveillance Consortium to estimate mammography accuracy from a repeatedly screened population.

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by Diana Miglioretti, Patrick Heagerty , 2003
"... copyright holder. Copyright © 2011 by the authors ..."
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copyright holder. Copyright © 2011 by the authors
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...analysis must consider the potential correlation induced by unmeasured heterogeneity at each level of the organizational hierarchy. A branch of statistics commonly referred to as “multilevel models” (=-=Goldstein, 1995-=-) or “hierarchical linear models” (Bryk and Raudenbush, 1992) has developed in response 1 Hosted by The Berkeley Electronic Press to the organizational clustering found in educational settings where s...

Between Pupil and School1

by Emmanuel Thanassoulis, Maria Da, Concei Äao, A. Silva
"... PORTELA$$ ABSTRACT This paper uses a Data Envelopment Analysis based approach to decompose pupil under-attainment into that attributable to the school the pupil attends and that attributable to the pupil. The approach measures pupil attainment in terms of value added. Data on over 6700 A-level pupil ..."
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PORTELA$$ ABSTRACT This paper uses a Data Envelopment Analysis based approach to decompose pupil under-attainment into that attributable to the school the pupil attends and that attributable to the pupil. The approach measures pupil attainment in terms of value added. Data on over 6700 A-level pupils from 122 English schools have been analysed. The results suggest that at current levels of school effectiveness a pupil’s own application accounts for the major part of any under-attainment, though schools also have scope to improve their effectiveness. The approach also makes it possible to identify target attainment levels a pupil could be set and the extent to which the attainment of those targets necessitates an improvement in the effectiveness of the school the pupil attends and in the pupil’s own

Interrater Agreement Evaluation: A Latent Variable Modeling Approach

by Tenko Raykov, Dimiter M. Dimitrov, Er Von Eye, George A. Marcoulides
"... A latent variable modeling method for evaluation of interrater agreement is outlined. The procedure is useful for point and interval estimation of the degree of agreement among a given set of judges evaluating a group of targets. In addition, the approach allows one to test for identity in underlyin ..."
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A latent variable modeling method for evaluation of interrater agreement is outlined. The procedure is useful for point and interval estimation of the degree of agreement among a given set of judges evaluating a group of targets. In addition, the approach allows one to test for identity in underlying thresholds across raters as well as to identify possibly aberrantly evaluating judges. A measure of interrater agreement is proposed, which is related to popular indexes of interrater reliability for observed variables and composite reliability. The outlined method also permits the examina-tion of underlying common sources of ratings variability, provides a useful comple-ment to the literature on interrater agreement with manifest measures, and relaxes some of its assumptions. The procedure is illustrated with numerical data. Keywords interrater agreement, latent variable modeling, reliability, raters, targets In behavioral, educational, social, and biomedical research, a study design is often-times used where several ‘‘raters’ ’ (or ‘‘judges’’)—such as psychiatrists, counselors, teachers, clinicians, evaluators, or observers—are asked to evaluate a group of

Power and Sample Size Calculations for Clinical Trials of Myofascial Pain of Jaw Muscles Published by:

by J Dent Res, T. T. T. Dao, G. J. Lavigne, J. S. Feine, R. Tanguay, J. P. Lund
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On behalf of:

Acquisitions et

by Jacob Etches, Jacob Etches
"... This reproduction is the best copy available. Individual and neighbourhood socio-economic predictors of chronic health problems and activity limitation An application of multilevei modelling to 1990 OHS data ..."
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This reproduction is the best copy available. Individual and neighbourhood socio-economic predictors of chronic health problems and activity limitation An application of multilevei modelling to 1990 OHS data
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