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Structural Equation Modeling: A Multidisciplinary Journal, ISSN 1070-5511, 11/2019, Volume 26, Issue 6, pp. 827 - 846
Data in social and behavioral sciences are routinely collected using questionnaires, and each domain of interest is tapped by multiple indicators. Structural... 
empirical modeling | large number of variables | Test statistic | nonnormality
Journal Article
Journal of Fluid Mechanics, ISSN 0022-1120, 2014, Volume 761, pp. 399 - 430
Thermoacoustic systems can oscillate self-excitedly, and often non-periodically, owing to coupling between unsteady heat release and acoustic waves. We study a... 
reacting flows | Instability | nonlinear dynamical systems | PHYSICS, FLUIDS & PLASMAS | MODEL | ACOUSTIC-OSCILLATIONS | INSTABILITIES | TRANSITION | ATTRACTORS | MECHANICS | instability | DYNAMICS | TURBULENCE | NONNORMALITY
Journal Article
Behavior Research Methods, ISSN 1554-351X, 10/2017, Volume 49, Issue 5, pp. 1716 - 1735
Nonnormality of univariate data has been extensively examined previously (Blanca et al., Methodology: European Journal of Research Methods for the Behavioral... 
Nonnormality | Kurtosis | Software | Cognitive Psychology | Psychology | Skewness | STATISTICS | PSYCHOLOGY, MATHEMATICAL | SAMPLES | PSYCHOLOGY, EXPERIMENTAL | Behavioral Research - statistics & numerical data | Multivariate Analysis | Humans | Normal Distribution
Journal Article
Journal of Consumer Psychology, ISSN 1057-7408, 2010, Volume 20, Issue 1, pp. 90 - 98
This article is the second of two parts intended to serve as a primer for structural equations models for the behavioral researcher. The first article... 
Statistical methods | Factor analysis | Fit indices | Structural equations models | Path models | COVARIANCE STRUCTURE MODELS | MAXIMUM-LIKELIHOOD | NUMBER | PERFORMANCE | PSYCHOLOGY, APPLIED | SENSITIVITY | CONFIRMATORY FACTOR-ANALYSIS | BUSINESS | GOODNESS-OF-FIT | IMPROPER SOLUTIONS | ERROR | NONNORMALITY
Journal Article
Journal of Statistical Software, ISSN 1548-7660, 2017, Volume 77, Issue 1, pp. 1 - 20
Journal Article
Structural Equation Modeling: A Multidisciplinary Journal, ISSN 1070-5511, 07/2012, Volume 19, Issue 3, pp. 372 - 398
Journal Article
Journal of Travel Research, ISSN 0047-2875, 11/2013, Volume 52, Issue 6, pp. 759 - 771
Journal Article
Structural Equation Modeling: A Multidisciplinary Journal, ISSN 1070-5511, 05/2017, Volume 24, Issue 3, pp. 383 - 394
Classical accounts of maximum likelihood (ML) estimation of structural equation models for continuous outcomes involve normality assumptions: standard errors... 
confirmatory factor analysis | MLR | MLF | nonnormal data | MLM | ROBUSTNESS | PERFORMANCE | COVARIANCE STRUCTURE-ANALYSIS | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | TEST STATISTICS | SOCIAL SCIENCES, MATHEMATICAL METHODS | SEM | NONNORMALITY | INDEXES
Journal Article
Applied Psychological Measurement, ISSN 0146-6216, 1/2019, Volume 43, Issue 1, pp. 84 - 88
When considering the two-parameter or the three-parameter logistic model for item responses from a multiple-choice test, one may want to assess the need for... 
3PL model | lower asymptote | nonnormality of ability distribution | Brief Report | guessing
Journal Article
Aerospace Science and Technology, ISSN 1270-9638, 06/2018, Volume 77, pp. 149 - 155
Detrimental thermoacoustic instability occurs frequently in many propulsion systems, such as rocket motors, and aeroengines. To predict, quantify and analyze... 
FLAMES | FEEDBACK-CONTROL | DISTURBANCE ENERGY | COMBUSTORS | ENGINEERING, AEROSPACE | NONNORMALITY | TRANSIENT GROWTH | FLOW | Thermodynamics | Mechanical engineering | Analysis
Journal Article
Journal of Hydrologic Engineering, ISSN 1084-0699, 03/2014, Volume 19, Issue 3, pp. 635 - 642
AbstractTrend analysis occupy a significant role in the climate change studies for almost three decades. It is significant to try and identify monotonic trends... 
Technical Notes | Technical Note | Climate | Simulation | Nonnormality | Piecewise | Trend | Serial correlation | 1:1 (45°) straight line | UNITED-STATES | ENVIRONMENTAL SCIENCES | ENGINEERING, CIVIL | 1:1 (45 degrees) straight line | STREAMFLOW | WATER RESOURCES
Journal Article
SIAM Journal on Matrix Analysis and Applications, ISSN 0895-4798, 2015, Volume 36, Issue 2, pp. 656 - 668
Lyapunov equations with low-rank right-hand sides often have solutions whose singular values decay rapidly, enabling iterative methods that produce low-rank... 
Nonnormality | Singular values | Numerical range | Lyapunov equation | numerical range | MATHEMATICS, APPLIED | EIGENVALUE DECAY | BOUNDS | singular values | nonnormality
Journal Article
Journal of Fluid Mechanics, ISSN 0022-1120, 07/2014, Volume 752, Issue 1, pp. 237 - 265
In this theoretical and numerical paper, we derive the adjoint equations for a thermo-acoustic system consisting of an infinite-rate chemistry diffusion flame... 
Instability control | Acoustics | Combustion | ACTIVE CONTROL | MECHANICS | combustion | PHYSICS, FLUIDS & PLASMAS | acoustics | NONNORMALITY | instability control | Fluid mechanics | Thermodynamics | Numerical analysis | Physics - Fluid Dynamics
Journal Article
Structural Equation Modeling: A Multidisciplinary Journal, ISSN 1070-5511, 05/2018, Volume 25, Issue 3, pp. 414 - 438
Among test statistics for assessing overall model fit in structural equation modeling (SEM), the Satorra-Bentler rescaled statistic is most widely used when... 
small sample size | large number of variables | rescaled statistic | nonnormality | FIT | TESTS | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | ROBUST | SIZE | MISSING DATA | SOCIAL SCIENCES, MATHEMATICAL METHODS | COVARIANCE
Journal Article
Behavior Research Methods, ISSN 1554-351X, 2019, Volume 52, Issue 1, pp. 342 - 359
It is well-known that the identification of direct and indirect effects in mediation analysis requires strong unconfoundedness assumptions. Even when the... 
Nonnormality | Confounder | Hilbert–Schmidt independence criterion | Mediation analysis | Exogeneity | SKEWNESS | JOBS INTERVENTION | INSTRUMENTAL VARIABLES | KURTOSIS | SIZE | IDENTIFICATION | Hilbert-Schmidt independence criterion | PSYCHOLOGY, EXPERIMENTAL | NORMALITY | SENSITIVITY-ANALYSIS | CAUSAL | DIRECTION-DEPENDENCE | PSYCHOLOGY, MATHEMATICAL | Mediators | Mediation
Journal Article