38 Dokumente gefunden
Stephen Rathbun - Point Process Models for Intensive Longitudinal Data in the Human Sciences
Content:
Temporal Point Patterns; Even History Analysis; Counting Measure; Inhomogeneous Poisson Process; Parameter Estimation; Covariates; Conditional Intensity Functions
Jean-Philippe Laurenceau - Dynamical systems analysis of dyadic coupled systems
Content:
Self-Regulating Procresses; Equilibria and Fluctuations; Passive Self-Regulation of a Pendulum; Self-Regulation of Conpled Pendula; Conpled Trajectories; Modeling Choices; Limitations
Bengt Muthen - Applications of a general latent variable modeling framework
Content:
Growth Modeling with Time-Varying Covariates; A Generalized Growth Model; Growth Modeling with a Latent Variable Interaction; Latent Class Analysis; Growth Mixture Modeling
Frauke Kreuter - Application of growth mixture modeling to non-normal outcomes
Content:
Data; Example - Criminal behavior; Log transformation for count with preponderance of zero; Modeling alternatives; "Types" of zero; Multi-class model; New Extensions
Keynote Michael Eid - Analyzing multitrait-multimethod data: Current approaches, new developments, future directions
Content:
Multitraid-Multimethod Matrix; Problems with the Campbell-Fiske Approach; Types of Methods; True-Score-Regression Model; Results for Submodel
Leo J. Paas - Extending Dynamic Segmentation with Lead Generation: A Latent Class Markov Analysis of Financial Product Portfolios
Content:
Dynamic segmentation results in apartitioning of consumers for multiple occasions; Dynamic segmentation also models switching between segments
Johan Oud - A Comparison of Different Procedures to Estimate the Damped Linear Ocillator for Panel Data
Content:
Estimating the damped linear oscillator for panel data; Monte Carlo simulation study; Results; Conclusions
Francesca Bassi - The latent class approach for estimating gross flows in the presence of correlated classification errors,…
Content:
Panel data allow the estimation of labour force gross flows, an important indicator in labour market analysis; Classification errors can induce substantial bias in the estimation of flows; A large body are uncorrelted over time
Beate Jahn - Decision Theory in Health Care - Introduction to Markov modelling in medical decision making
Content:
Markov Modelling -> Building the Model, Modelling Details, Evaluation of the Model, Application; Discussion; Conclusion
Johannes Hartig - Assessing the appropriateness of specifications in LLTM weight matrices
Content:
Decomposition of item difficultes; Application of the LLTM in educational assessment; Results of an empirical example; Results from ConQuest; Judging the fit of the empirical results; Models examined in the simulation study; Reproduction of item difficulties; Conclusion
Margo G. H. Jansen - A Comparison of Latent Trait Models for Speed Tests with Different Distributional Assumptions
Content:
Speed tests; Multiplicative Gamma Model; Model Specifications