Dose Response Models for Bayesian Model Averaging

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Documentation for package ‘dreamer’ version 3.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

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