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diagnostics()
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Calculate MCMC Diagnostics for Parameters |
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dreamer_data_linear() dreamer_data_linear_binary() dreamer_data_quad() dreamer_data_quad_binary() dreamer_data_loglinear() dreamer_data_loglinear_binary() dreamer_data_logquad() dreamer_data_logquad_binary() dreamer_data_emax() dreamer_data_emax_binary() dreamer_data_exp() dreamer_data_exp_binary() dreamer_data_beta() dreamer_data_beta_binary() dreamer_data_independent() dreamer_data_independent_binary()
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Generate Data from Dose Response Models |
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dreamer_mcmc()
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Bayesian Model Averaging of Dose Response Models |
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dreamer_plot_prior()
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Plot Prior |
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plot(<dreamer_mcmc>)
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Posterior Plot of Bayesian Model Averaging |
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model_linear() model_quad() model_loglinear() model_logquad() model_emax() model_exp() model_beta() model_independent() model_linear_binary() model_quad_binary() model_loglinear_binary() model_logquad_binary() model_emax_binary() model_exp_binary() model_beta_binary() model_independent_binary()
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Model Creation |
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model_longitudinal_linear() model_longitudinal_itp() model_longitudinal_idp()
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Model Creation: Longitudinal Models |
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plot_comparison()
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Compare Posterior Fits |
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plot_trace()
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Traceplots |
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post_medx()
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Posterior Distribution of Minimum X% Effective Dose |
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post_perc_effect()
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Calculate Posterior of a Dose's Percentage Effect |
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posterior()
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Posterior Quantities from Bayesian Model Averaging |
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pr_eoi()
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Calculate Probability of Meeting Effect of Interest (EOI) |
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pr_med()
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Pr(minimum efficacious dose) |
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pr_medx()
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Probability of minimum X% effective dose |
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summary(<dreamer_bma>)
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Summarize Bayesian Model Averaging MCMC Output |
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summary(<dreamer_mcmc>)
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Summarize Model Output |