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  "Title": "Likelihood-Based Statistical Inference in the Fisherian\nTradition",
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  "Description": "Facilitates building likelihood models in the Fisherian\ntradition following Richard Royall (1997, ISBN:978-0412044113)\n\"Statistical Evidence: A Likelihood Paradigm\". Defines generic\nmethods for working with likelihoods (loglik(), score(),\nhess_loglik(), fim()) and provides functions for pure\nlikelihood-based inference (support(), relative_likelihood(),\nlikelihood_interval(), profile_loglik()).",
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      "page": "likelihood.model-package",
      "title": "likelihood.model: Likelihood-Based Inference in the Fisherian Tradition",
      "topics": [
        "likelihood.model-package",
        "likelihood.model"
      ]
    },
    {
      "page": "assumptions",
      "title": "Retrieve the assumptions the likelihood model makes about the data.",
      "topics": [
        "assumptions"
      ]
    },
    {
      "page": "assumptions.exponential_lifetime",
      "title": "Assumptions for exponential_lifetime",
      "topics": [
        "assumptions.exponential_lifetime"
      ]
    },
    {
      "page": "bias.fisher_boot",
      "title": "Compute bootstrap bias estimate",
      "topics": [
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      ]
    },
    {
      "page": "bias.fisher_mle",
      "title": "Bias for fisher_mle",
      "topics": [
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      ]
    },
    {
      "page": "coef.fisher_mle",
      "title": "Extract coefficients from fisher_mle object",
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      ]
    },
    {
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      "title": "Confidence intervals from bootstrap",
      "topics": [
        "confint.fisher_boot"
      ]
    },
    {
      "page": "confint.fisher_mle",
      "title": "Compute confidence intervals for fisher_mle parameters",
      "topics": [
        "confint.fisher_mle"
      ]
    },
    {
      "page": "deviance.fisher_mle",
      "title": "Deviance for likelihood models",
      "topics": [
        "deviance.fisher_mle"
      ]
    },
    {
      "page": "evidence",
      "title": "Likelihood-Based Evidence",
      "topics": [
        "evidence",
        "evidence.likelihood_model"
      ]
    },
    {
      "page": "exponential_lifetime",
      "title": "Exponential lifetime model with right-censoring support",
      "topics": [
        "exponential_lifetime"
      ]
    },
    {
      "page": "fim",
      "title": "Fisher information matrix method",
      "topics": [
        "fim"
      ]
    },
    {
      "page": "fim.exponential_lifetime",
      "title": "Fisher information matrix for exponential_lifetime",
      "topics": [
        "fim.exponential_lifetime"
      ]
    },
    {
      "page": "fim.likelihood_model",
      "title": "Default FIM method using Monte Carlo estimation",
      "topics": [
        "fim.likelihood_model"
      ]
    },
    {
      "page": "fisher_boot",
      "title": "Bootstrap MLE Estimate",
      "topics": [
        "fisher_boot"
      ]
    },
    {
      "page": "fisher_mle",
      "title": "Maximum Likelihood Estimate (Fisherian)",
      "topics": [
        "fisher_mle"
      ]
    },
    {
      "page": "fisherian",
      "title": "Fisherian Likelihood Inference",
      "topics": [
        "fisherian"
      ]
    },
    {
      "page": "fit",
      "title": "Fit a model",
      "topics": [
        "fit"
      ]
    },
    {
      "page": "fit.exponential_lifetime",
      "title": "Closed-form MLE for exponential_lifetime",
      "topics": [
        "fit.exponential_lifetime"
      ]
    },
    {
      "page": "fit.likelihood_model",
      "title": "Default MLE solver for subclasses of 'likelihood_model'.",
      "topics": [
        "fit.likelihood_model"
      ]
    },
    {
      "page": "hess_loglik",
      "title": "Hessian of log-likelihood method",
      "topics": [
        "hess_loglik"
      ]
    },
    {
      "page": "hess_loglik.exponential_lifetime",
      "title": "Hessian of the log-likelihood for exponential_lifetime",
      "topics": [
        "hess_loglik.exponential_lifetime"
      ]
    },
    {
      "page": "hess_loglik.likelihood_model",
      "title": "Default method to compute the hessian of the log-likelihood.",
      "topics": [
        "hess_loglik.likelihood_model"
      ]
    },
    {
      "page": "is_likelihood_model",
      "title": "Check if an object is a likelihood model",
      "topics": [
        "is_likelihood_model"
      ]
    },
    {
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      "title": "Likelihood Interval",
      "topics": [
        "likelihood_interval",
        "likelihood_interval.fisher_mle"
      ]
    },
    {
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      "title": "Log-likelihood method",
      "topics": [
        "loglik"
      ]
    },
    {
      "page": "loglik.exponential_lifetime",
      "title": "Log-likelihood for exponential_lifetime",
      "topics": [
        "loglik.exponential_lifetime"
      ]
    },
    {
      "page": "logLik.fisher_mle",
      "title": "Extract log-likelihood from fisher_mle object",
      "topics": [
        "logLik.fisher_mle"
      ]
    },
    {
      "page": "loglik.likelihood_model",
      "title": "Default loglik method",
      "topics": [
        "loglik.likelihood_model"
      ]
    },
    {
      "page": "lrt",
      "title": "Likelihood ratio test",
      "topics": [
        "lrt"
      ]
    },
    {
      "page": "mse.fisher_mle",
      "title": "Mean squared error for fisher_mle",
      "topics": [
        "mse.fisher_mle"
      ]
    },
    {
      "page": "nobs.fisher_mle",
      "title": "Extract number of observations from fisher_mle object",
      "topics": [
        "nobs.fisher_mle"
      ]
    },
    {
      "page": "nparams.fisher_mle",
      "title": "Number of parameters in fisher_mle",
      "topics": [
        "nparams.fisher_mle"
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    },
    {
      "page": "obs.fisher_mle",
      "title": "Extract observed data from fisher_mle",
      "topics": [
        "obs.fisher_mle"
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    },
    {
      "page": "observed_fim.fisher_mle",
      "title": "Observed Fisher information matrix from fisher_mle",
      "topics": [
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    },
    {
      "page": "params.fisher_mle",
      "title": "Extract parameter estimates from fisher_mle",
      "topics": [
        "params.fisher_mle"
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    },
    {
      "page": "print.fisher_boot",
      "title": "Print fisher_boot object",
      "topics": [
        "print.fisher_boot"
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    },
    {
      "page": "print.fisher_mle",
      "title": "Print fisher_mle object",
      "topics": [
        "print.fisher_mle"
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    },
    {
      "page": "print.likelihood_interval",
      "title": "Print likelihood interval",
      "topics": [
        "print.likelihood_interval"
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    },
    {
      "page": "print.likelihood_model",
      "title": "Print method for likelihood models",
      "topics": [
        "print.likelihood_model"
      ]
    },
    {
      "page": "print.lrt_result",
      "title": "Print method for likelihood ratio test results",
      "topics": [
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      ]
    },
    {
      "page": "print.profile_loglik",
      "title": "Print profile log-likelihood",
      "topics": [
        "print.profile_loglik"
      ]
    },
    {
      "page": "print.summary_fisher_mle",
      "title": "Print summary of fisher_mle",
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      "title": "Profile Log-Likelihood",
      "topics": [
        "profile_loglik",
        "profile_loglik.fisher_mle"
      ]
    },
    {
      "page": "rdata",
      "title": "Random data generation method",
      "topics": [
        "rdata"
      ]
    },
    {
      "page": "rdata.exponential_lifetime",
      "title": "Random data generation for exponential_lifetime",
      "topics": [
        "rdata.exponential_lifetime"
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    },
    {
      "page": "rdata.likelihood_model",
      "title": "Default rdata method",
      "topics": [
        "rdata.likelihood_model"
      ]
    },
    {
      "page": "relative_likelihood",
      "title": "Relative Likelihood",
      "topics": [
        "relative_likelihood",
        "relative_likelihood.fisher_mle"
      ]
    },
    {
      "page": "sampler.fisher_boot",
      "title": "Bootstrap sampler for fisher_boot",
      "topics": [
        "sampler.fisher_boot"
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    {
      "page": "sampler.fisher_mle",
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      "topics": [
        "sampler.fisher_mle"
      ]
    },
    {
      "page": "sampler.likelihood_model",
      "title": "Estimate the sampling distribution of the MLE for a likelihood model.",
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        "sampler.likelihood_model"
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      "page": "score",
      "title": "Score method",
      "topics": [
        "score"
      ]
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    {
      "page": "score_val.fisher_mle",
      "title": "Extract score vector from fisher_mle",
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      "page": "score.exponential_lifetime",
      "title": "Score for exponential_lifetime",
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      "page": "score.likelihood_model",
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      "page": "se.fisher_mle",
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    {
      "page": "summary.fisher_mle",
      "title": "Summarize fisher_mle object",
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    {
      "page": "support",
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        "support",
        "support.fisher_mle"
      ]
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    {
      "page": "vcov.fisher_mle",
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        "Installation",
        "Loading Packages",
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        "Example 2: Right-Censored Exponential Data",
        "Example 3: Verifying the Score at MLE",
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        "Likelihood Intervals",
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        "Example 6: Bootstrap Sampling Distribution",
        "Summary of Key Functions",
        "Model Creation",
        "Likelihood Calculus",
        "Estimation and Inference",
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        "Parameter Transformations via rmap",
        "Monte Carlo Expectations",
        "Mean Squared Error",
        "Bootstrap Integration",
        "Using algebraic.dist Distributions",
        "Summary"
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