Modeling functions |
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Fit the MacKenzie et al. (2003) Dynamic Occupancy Model |
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Fit the Royle et al. (2004) Distance Sampling Model |
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Fit the Multinomial-Poisson Mixture Model |
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Fit the MacKenzie et al. (2002) Occupancy Model |
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Fit the Occupancy Model of Royle and Nichols (2003) |
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Fit Time-to-detection Occupancy Models |
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Fit the N-mixture model of Royle (2004) |
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Prior distributions |
Get Information for a Restricted Spatial Regression Model |
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Model diagnostics |
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Extract Fitted Values |
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Check model goodness-of-fit |
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Plot Residuals For All Submodels in a ubmsFit Model |
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Plot Model Residuals |
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Plot Posterior Distributions |
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Extract Model Residuals |
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Markov Chain Traceplots |
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Model selection |
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Extract Pointwise Log-likelihood From Model |
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Create a List of ubmsFit Models |
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K-fold Cross-validation of a ubmsFit Model |
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Leave-one-out Cross Validation |
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Model Selection For a List of ubmsFit Models |
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Widely Applicable Information Criterion (WAIC) |
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Inference |
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Extract Coefficient Values From a ubmsFit Model |
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Extract Samples From a ubmsFit Model |
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Plot Marginal Effects of Covariates |
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Plot A Map of the State Parameter Based on a Spatial ubms Model |
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Posterior Distribution of the Linear Predictor |
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Draw from the posterior predictive distribution |
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Predict parameter values from a fitted model |
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Projected Occupancy Trajectories |
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Extract Random Effects |
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Extract Summary Statistics from a ubmsFit Model |
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Turnover Probability |
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Utility |
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Get Model Runtime |
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Get Stan Code From Model |