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Research outside affiliate...
13
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LIANG Jiajuan
8
FANG Kaitai
5
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8
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4
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2011
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EM algorithm
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maximum likelihood estimati...
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two-level structural equati...
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mean and covariance structu...
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6209
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62G10
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Constrained maximum likelihood estimation for two-level mean and covariance structure models
Journal article
Educational and Psychological Measurement,2011, volume: 71, issue: 2, pages: 325-345
Authors:
Bentler, Peter M.
;
Liang, Jiajuan
;
Tang, Man Lai
;
Yuan, Kehai
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View/Download:3/0
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Submit date:2021/06/04
EM algorithm
linear and nonlinear constraints
maximum likelihood estimation
mean and covariance structure
two-level structural equation model
A Unified Approach to Two-Level Structural Equation Models and Linear Mixed Effects Models
Book chapter
出自: Random Effect and Latent Variable Model Selection, New York:Springer,, 2008, pages: 95-119
Authors:
Peter M. Bentler
;
Jiajuan Liang
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Submit date:2021/08/30
Linear Mixed Effect Model
Saturated Model
Linear Mixed Effect Model
Bayesian Model Selection
Unknown Model Parameter
Some Recent Advances in Two-level Structural Equation Models: Estimation, Testing and Robustness
Book chapter
出自: Contemporary Multivariate Analysis and Design of Experiments, Switzerland:Springer International Publishing, 2005
Authors:
Peter M. Bentler
;
JIAJUAN LIANG
;
Ke-Hai Yuan
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View/Download:2/0
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Submit date:2021/08/26
Mean and covariance structure
two-level structural equation model
testing hypothesis
maximum likelihood estimation
robustness
Two-level Mean and Covariance Structures: Maximum Likelihood via an EM Algorithm
Book chapter
出自: Multilevel Modeling Methodological Advances, Issues, and Applications, USA:Psychology Press, 2004
Authors:
Peter M. Bentler
;
Jiajuan Liang
Adobe PDF(213Kb)
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View/Download:3/1
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Submit date:2021/08/24
EM gradient algorithm
maximum likelihood estimation
mean and covariance structures
multilevel structural equation modeling
multivariate normal distribution
An EM algorithm for fitting two-level structural equation models
Journal article
Psychometrika,2004, volume: 69, issue: 1, pages: 101-122
Authors:
Liang, Jiajuan
;
Bentler, Peter M.
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View/Download:3/0
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Submit date:2021/06/04
Chi-square statistic
EM algorithm
Maximum likelihood
Mean and covariance structures
Multivariate normal distribution
Two-level structural equation models
Simultaneous Mean and Covariance Structure Analysis for Two Level Structural Equation Models on EQS
Book chapter
出自: New Developments in Psychometrics, Tokyo:Springer, 2003, pages: 123-132
Authors:
Peter M. Bentler
;
Jiajuan Liang
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View/Download:2/0
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Submit date:2021/08/24
EM algorithm
maximum likelihood
mean and covariance structure
two-level structural equation model
A t -distribution plot to detect non-multinormality
Journal article
Computational Statistics and Data Analysis,1999, volume: 30, issue: 1, pages: 31-44
Authors:
Liang, Jiajuan
;
Bentler, Peter M.
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View/Download:4/0
  |  
Submit date:2021/06/04
6209
62G10
62H15
Graphical methods
Q-Q plot
Testing multinormality
Characterizations of some subclasses of spherical distributions
Journal article
Statistics and Probability Letters,1998, volume: 40, issue: 2, pages: 155-164
Authors:
Liang, Jiajuan
;
Bentler, Peter M.
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View/Download:6/0
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Submit date:2021/06/04
Conditional and marginal distributions
Quadratic forms
Spherical distributions
Stochastic representation
Testing Sphericity of a high-dimensional distribution based on bootstrap approximation
Journal article
Pakistan Journal of Statistics,1995, volume: 11, issue: 1, pages: 49-65
Authors:
Zhu, Lixing
;
Fang, Kaitai
;
Bhatti, M. I.
;
Bentler, Peter M.
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View/Download:5/0
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Submit date:2021/09/16
Applications of number-theoretic methods to quantizers of elliptically contoured distributions
Conference paper
Multivariate Analysis and Its Applications, Hong Kong, China, March 16-18, 1992
Authors:
Fang, Kaitai
;
Yuan, Kehai
;
Bentler, Peter M.
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View/Download:4/0
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Submit date:2021/09/17
elliptically contoured distribution
number-theoretic method
quantizer
quasirandom number
F-discrepency
mean square error