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• What is a model? A joint probability distribution! (transclusion) ‎ (← links)
• Continuous data models (transclusion) ‎ (← links)
• Models for count data (transclusion) ‎ (← links)
• Model for categorical data (transclusion) ‎ (← links)
• Models for time-to-event data (transclusion) ‎ (← links)
• Joint models (transclusion) ‎ (← links)
• Model with covariates (transclusion) ‎ (← links)
• Extension to multivariate distributions (transclusion) ‎ (← links)
• Mixture models (transclusion) ‎ (← links)
• Hidden Markov models (transclusion) ‎ (← links)
• Stochastic differential equations based models (transclusion) ‎ (← links)
• Testing A joint probability (transclusion) ‎ (← links)
• TestMarc1 (transclusion) ‎ (← links)
• TestMarc2 (transclusion) ‎ (← links)
• TestMarc3 (transclusion) ‎ (← links)
• TestMarc4 (transclusion) ‎ (← links)
• TestMarc5 (transclusion) ‎ (← links)
• TestMarc6 (transclusion) ‎ (← links)
• The Metropolis-Hastings algorithm for simulating the individual parameters (transclusion) ‎ (← links)
• The SAEM algorithm for estimating population parameters (transclusion) ‎ (← links)
• Estimation of the observed Fisher information matrix (transclusion) ‎ (← links)
• Estimation of the log-likelihood (transclusion) ‎ (← links)
• Introduction and notation (transclusion) ‎ (← links)
• Introduction & notation (transclusion) ‎ (← links)
• Modeling the individual parameters (transclusion) ‎ (← links)
• Estimation (transclusion) ‎ (← links)
• Model evaluation (transclusion) ‎ (← links)
• Simulation (transclusion) ‎ (← links)

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