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Journal of Economic Surveys, ISSN 0950-0804, 02/2011, Volume 25, Issue 1, pp. 19 - 68
Journal Article
Multivariate Behavioral Research, ISSN 0027-3171, 09/2017, Volume 52, Issue 5, pp. 551 - 561
Researchers often build regression models to relate a response to a set of predictor variables. In some cases, there are predictors that apply to some... 
substance use | Nested factors | two-part models | relationship status | two-part predictors | STATISTICS & PROBABILITY | LONGITUDINAL DATA | PSYCHOLOGY, EXPERIMENTAL | AMERICAN | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | SOCIAL SCIENCES, MATHEMATICAL METHODS | VARIABLES | ANTISOCIAL-BEHAVIOR | nested factors
Journal Article
Economics Letters, ISSN 0165-1765, 09/2014, Volume 124, Issue 3, pp. 353 - 357
This paper considers a generalized panel data model of polychotomous and/or sequential switching which can also accommodate the dependence between unobserved... 
Polychotomous | Multinomial logit | Panel data | Correlated effects | Selection | Nested logit | ECONOMIES | ELECTRIC-POWER | ECONOMICS | SELECTIVITY
Journal Article
Journal of Multivariate Analysis, ISSN 0047-259X, 01/2017, Volume 153, pp. 52 - 63
Nested error regression models are useful tools for the analysis of grouped data, especially in the context of small area estimation. This paper suggests a... 
Posterior propriety | Nested error regression model | Bayesian estimator | Small area estimation | Uncertain random effect | STRUCTURAL MEASUREMENT ERROR | SMALL-AREA ESTIMATION | STATISTICS & PROBABILITY
Journal Article
Quality & Quantity, ISSN 0033-5177, 6/2008, Volume 42, Issue 3, pp. 417 - 426
In the practical cases, we are usually faced with the more difficult problem of multicollinearity in our fitted regression model. Multicollinearity will arise... 
nested estimate procedure | Social Sciences, general | Methodology of the Social Sciences | multicollinearity | variance inflation factors | tolerance | Tolerance | Nested estimate procedure | Variance inflation factors | Multicollinearity | STATISTICS & PROBABILITY | SOCIAL SCIENCES, INTERDISCIPLINARY
Journal Article
中国科学:数学英文版, ISSN 1674-7283, 2015, Volume 58, Issue 6, pp. 1203 - 1216
Journal Article
Journal of Econometrics, ISSN 0304-4076, 1993, Volume 56, Issue 1, pp. 119 - 139
This paper introduces tests of superexogeneity and invariance. Under the null hypothesis the conditional model exhibits parameter constancy, while under the... 
ECONOMETRICS | J GY ECONOMICS | NON-NESTED HYPOTHESES | UNITED-KINGDOM | INDEPENDENCE | MONEY DEMAND | J PS SOCIAL SCIENCES, MATHEMATICAL METHODS | VARIABLES | MATHEMATICS, MISCELLANEOUS | Models | Regression analysis
Journal Article
Journal of Econometrics, ISSN 0304-4076, 2006, Volume 133, Issue 2, pp. 513 - 529
Journal Article
Journal of the Korean Statistical Society, ISSN 1226-3192, 2010, Volume 39, Issue 2, pp. 221 - 236
In the small area estimation, the empirical best linear unbiased predictor (EBLUP) or the empirical Bayes estimator (EB) in the linear mixed model is... 
Linear mixed model | Best linear unbiased predictor | Empirical Bayes procedure | Finite population | Nested error regression model | Second-order correction | Small area estimation | Confidence interval | LINEAR MIXED MODELS | STATISTICS & PROBABILITY | MEAN SQUARED ERROR | SMALL-AREA ESTIMATORS | PREDICTION INTERVALS | 통계학
Journal Article
Scandinavian Journal of Statistics, ISSN 0303-6898, 12/2018, Volume 45, Issue 4, pp. 1092 - 1116
The widely used Elbers–Lanjouw–Lanjouw (ELL) method of estimating complex parameters for areas with small sample sizes uses a fitted nested‐error model based... 
small area estimation of complex parameters | empirical best estimator | poverty measures | nested‐error regression models | nested-error regression models | STATISTICS & PROBABILITY | POVERTY | Errors | Parameter estimation | Census | Computer simulation | Statistical methods | Mathematical models | Normality
Journal Article
Statistica Sinica, ISSN 1017-0405, 7/2017, Volume 27, Issue 3, pp. 1101 - 1123
Journal Article
The Stata Journal, ISSN 1536-867X, 12/2019, Volume 19, Issue 4, pp. 913 - 930
Standard mediation techniques for fitting mediation models cannot readily be translated to nonlinear regression models because of scaling issues. Methods to... 
PROBIT COEFFICIENTS | khb | st0583 | NESTED MODELS | ordinal logistic regression | PATH-ANALYSIS | STATISTICS & PROBABILITY | SOCIAL SCIENCES, MATHEMATICAL METHODS | mediation | LOGIT | performance simulation | ATTITUDES
Journal Article
Communications in Statistics - Theory and Methods, ISSN 0361-0926, 10/2005, Volume 34, Issue 9-10, pp. 2047 - 2062
This article builds classical and Bayesian testing procedures for choosing between non nested multivariate regression models. Although there are several... 
Non nested hypothesis | Fractional | Separate families of hypothesis | Posterior | Bayes factors: Intrinsic | Bayes factors: Intrinsic, Posterior | BAYES FACTORS | TESTS | separate families of hypothesis | fractional | STATISTICS & PROBABILITY | HYPOTHESES | SELECTION | Bayes factors : intrinsic, posterior | non nested hypothesis | SEPARATE FAMILIES
Journal Article