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Political Analysis, ISSN 1047-1987, 10/2010, Volume 18, Issue 4, pp. 450 - 469
Researchers using latent class (LC) analysis often proceed using the following three steps: (1) an LC model is built for a set of response variables, (2)... 
Logistic regression | Error rates | Sample size | Computer software | Regression analysis | Sandwiches | Modeling | Parametric models | Estimators | Estimation methods | SUPPORT | LOGISTIC-REGRESSION | POLITICAL SCIENCE | VARIABLE REGRESSION | ATTITUDES | Political analysis | Parameter estimation | Simulation | Maximum likelihood method
Journal Article
Structural Equation Modeling: A Multidisciplinary Journal, ISSN 1070-5511, 01/2016, Volume 23, Issue 1, pp. 20 - 31
Recently, several bias-adjusted stepwise approaches to latent class modeling with continuous distal outcomes have been proposed in the literature and... 
stepwise approaches | robustness | latent class analysis | Latent class analysis | Stepwise approaches | Robustness | SOCIAL SCIENCES, MATHEMATICAL METHODS | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | VARIABLES
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 09/2019, Volume 137, pp. 16 - 32
It has become increasingly easy to collect data from individuals over long periods of time. Examples include smart-phone applications used to track movements... 
Shrinkage factors | Nested data | Data streams | James–Stein estimator | Online learning | INFERENCE | MULTILEVEL | James-Stein estimator | CONCEPT DRIFT | Data entry
Journal Article
Sociological Methodology, ISSN 0081-1750, 8/2013, Volume 43, Issue 1, pp. 272 - 311
Journal Article
Statistical Methods in Medical Research, ISSN 0962-2802, 2008, Volume 17, Issue 1, pp. 33 - 51
Journal Article
PLoS ONE, ISSN 1932-6203, 2007, Volume 2, Issue 4, p. e383
Orthology detection is critically important for accurate functional annotation, and has been widely used to facilitate studies on comparative and evolutionary... 
BIOLOGY | Genome | Algorithms | Eukaryotic Cells | Genomes | Comparative analysis | Genomics | Automation | Sensitivity analysis | Statistical analysis | Fines & penalties | Diagnostic tests | Genes | Homology | Clustering | Bees | Datasets | Proteins | Studies | Sensitivity | Accuracy | Orthology | Confidence | Computer applications | Bioinformatics
Journal Article
Computational Statistics and Data Analysis, ISSN 0167-9473, 12/2016, Volume 104, pp. 169 - 182
Multilevel models are often used for the analysis of grouped data. Grouped data occur for instance when estimating the performance of pupils nested within... 
Data streams | Expectation–Maximization algorithm | Online learning | Random-intercept model | Multilevel models | MIXTURE | COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS | Expectation-Maximization algorithm | EM ALGORITHM | STATISTICS & PROBABILITY | Analysis | Models | Algorithms
Journal Article
European Journal of Operational Research, ISSN 0377-2217, 06/2015, Volume 243, Issue 3, pp. 852 - 864
•A model-based clustering technique is used in mining financial time series data.•The model allows unobserved heterogeneity between and within time series.•In... 
Hidden Markov model | Stock indexes | Regime-switching model | Data mining | Latent class model | SKEWNESS | ASSET ALLOCATION | PERFORMANCE | MARKETS | RETURNS | FORECAST | SWITCHING MODELS | RATES | OPERATIONS RESEARCH & MANAGEMENT SCIENCE | REGIME | VOLATILITY | Time-series analysis | Models | Hidden Markov models | Analysis | Clustering (Computers) | Heterogeneity | Dynamics | Time series | Markets | Mathematical models | Raw materials | Clustering | Switching
Journal Article
Organizational Research Methods, ISSN 1094-4281, 2009, Volume 12, Issue 2, pp. 368 - 392
Group-level constructs are often derived from individual-level data. This procedure requires a composition model, specifying how the lower level data can be... 
Aggregation | Measuring group constructs | Composition models | WORK-DESIGN RESEARCH | DOMAIN | LEADER-BEHAVIOR DESCRIPTIONS | MANAGEMENT | measuring group constructs | PSYCHOLOGY, APPLIED | aggregation | RELIABILITY | EXTENSION | AGREEMENT | EXPLORATORY FACTOR-ANALYSIS | composition models | ISSUES | REPLICATION
Journal Article
Behavior Research Methods, ISSN 1554-351X, 10/2017, Volume 49, Issue 5, pp. 1824 - 1837
Journal Article
Psychological Methods, ISSN 1082-989X, 2017, Volume 22, Issue 2, pp. 382 - 396
Journal Article
Political Analysis, ISSN 1047-1987, 10/2014, Volume 22, Issue 4, pp. 520 - 540
Latent class analysis is used in the political science literature in both substantive applications and as a tool to estimate measurement error. Many studies in... 
Statistical variance | Sample size | Analytical estimating | Mathematical independent variables | Standard error | Parametric models | Modeling | Estimators | Point estimators | Estimation methods | MAXIMUM-LIKELIHOOD-ESTIMATION | TOLERANCE | DEMOCRACY | POLITICAL SCIENCE | UNCERTAINTY | MODEL | CLASS MEMBERSHIP | Accuracy | Simulation | Political science | Normal distribution
Journal Article
British Journal of Mathematical & Statistical Psychology, ISSN 0007-1102, 05/2018, Volume 71, Issue 2, pp. 205 - 228
Journal Article
Structural Equation Modeling: A Multidisciplinary Journal, ISSN 1070-5511, 09/2018, Volume 25, Issue 5, pp. 750 - 761
Latent class models are often used to assign values to categorical variables that cannot be measured directly. This "imputed" latent variable is then used in... 
multiple imputation | Latent class analysis | three-step approach | misclassification | MODELS | MULTIPLE-IMPUTATION | VALUES | SAMPLES | INFERENCE | MATHEMATICS, INTERDISCIPLINARY APPLICATIONS | SOCIAL SCIENCES, MATHEMATICAL METHODS
Journal Article
Insurance Mathematics and Economics, ISSN 0167-6687, 2002, Volume 31, Issue 3, pp. 373 - 393
Journal Article