All functions |
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Compute AIC for fisher_mle |
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Generics re-exported from algebraic.mle |
Retrieve the assumptions the likelihood model makes about the data. |
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Assumptions for exponential_lifetime |
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Retrieve the assumptions in the likelihood contributions model. |
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List the assumptions made by the model |
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List the assumptions made by the model. |
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Compute bootstrap bias estimate |
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Bias for fisher_mle (asymptotic) |
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Compute BIC |
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Extract coefficients from fisher_mle object |
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Confidence intervals from bootstrap |
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Compute confidence intervals for fisher_mle parameters |
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Deviance for likelihood models |
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Likelihood-Based Evidence |
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Exponential lifetime model with right-censoring support |
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Fisher information matrix method |
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Fisher information matrix for exponential_lifetime |
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Default FIM method using Monte Carlo estimation |
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Bootstrap MLE Estimate |
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Maximum Likelihood Estimate (Fisherian) |
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Fisherian Likelihood Inference |
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Fit a model |
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Closed-form MLE for exponential_lifetime |
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Default MLE solver for subclasses of |
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Hessian of log-likelihood method |
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Hessian of the log-likelihood for exponential_lifetime |
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Hessian of log-likelihood method for likelihood_contr_model |
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Default method to compute the hessian of the log-likelihood. |
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Hessian of the log-likelihood function generator for the Weibull uncensored model. |
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Check if an object is a likelihood model |
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likelihood.model: Likelihood-Based Inference in the Fisherian Tradition |
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Likelihood_contr_model |
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Likelihood Interval |
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Likelihood model generator for standard R distributions |
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Extract log-likelihood from fisher_mle object |
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Log-likelihood method |
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Log-likelihood for exponential_lifetime |
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Log-likelihood method for likelihood_contr_model |
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Log-likelihood function for named distribution models |
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Log-likelihood function generator for the Weibull uncensored model. |
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Extract log-likelihood value from fisher_mle |
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Likelihood ratio test |
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Mean squared error for fisher_mle |
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Extract number of observations from fisher_mle object |
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Number of parameters in fisher_mle |
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Extract observed data from fisher_mle |
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Observed Fisher information matrix from fisher_mle |
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Observed information matrix method |
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Default observed information method |
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Extract parameter estimates from fisher_mle |
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Print fisher_boot object |
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Print fisher_mle object |
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Print likelihood interval |
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Print method for likelihood models |
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Print profile log-likelihood |
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Print summary of fisher_mle |
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Profile Log-Likelihood |
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Random data generation method |
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Random data generation for exponential_lifetime |
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Relative Likelihood |
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Bootstrap sampler for fisher_boot |
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Asymptotic sampler for fisher_mle |
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Estimate the sampling distribution of the MLE for a likelihood model. |
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Score method |
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Score for exponential_lifetime |
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Score method for likelihood_contr_model |
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Default score method |
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Score function generator for the Weibull uncensored model. |
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Extract score vector from fisher_mle |
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Extract standard errors from fisher_mle |
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Summarize fisher_mle object |
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Support Function (Log Relative Likelihood) |
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Extract variance-covariance matrix from fisher_mle object |
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Weibull likelihood model (uncensored) |
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