# Sobol Indices for Models with Fixed and Stochastic Parameters

## Documentation for package ‘Sobol4R’ version 0.4.0

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

## Help Pages

Sobol4R-package | Sobol4R-package
autoplot | Autoplot implementations
Autoplot implementations | Autoplot implementations
autoplot.sobol | Autoplot implementations
autoplot.sobol2007 | Autoplot implementations
autoplot.sobolEff | Autoplot implementations
autoplot.soboljansen | Autoplot implementations
autoplot.sobolmartinez | Autoplot implementations
autoplot.sobol_result | Autoplot implementations
autoplot.sobol_summary | Autoplot implementations
bootstrap_indices | Bootstrap Sobol indices from stored samples
estimate_failure_probability | Estimate Failure Probability from Simulator Outputs
ishigami_model | Fast Ishigami Test Function
process_fun_indiv | Time to M successes for one individual
process_fun_mean_to_M | QoI wrapper for the process model
process_fun_row_wise | Process model for a matrix of individuals
Sobol4R | Sobol4R-package
sobol4r_clinic_model | Two-step clinic model wrapper for Sobol designs
sobol4r_design | Design generation for Sobol indices
sobol4r_mm1_model | M/M/1 queue model wrapper for Sobol designs
sobol4r_qoi_indices | Generic QoI-based Sobol indices for a stochastic model
sobol4r_run | Run Sobol analysis with optional QoI wrapper
sobol_design | Create Sobol Sampling Designs
sobol_example_covariate_large | Example 3: Large covariate dependent random effect
sobol_example_covariate_small | Example 4: Slight covariate dependent random effect
sobol_example_g_deterministic | Example 1: Deterministic G-function (reference case)
sobol_example_process | Example 5: Sobol indices for the process model
sobol_example_random_output | Example 2: Random effect on the output (constant Gaussian noise)
sobol_g2_additive_noise | Additive Gaussian noise on the Sobol G-function (k = 2) - C++ backend
sobol_g2_additive_noise_R | Additive Gaussian noise on the Sobol G-function (k = 2)
sobol_g2_function | Sobol G-function restricted to the first two inputs - C++ backend
sobol_g2_qoi_covariate_mean | QoI wrapper for covariate noisy G-function (k = 2) - C++ backend
sobol_g2_qoi_covariate_mean_R | Quantity-of-interest wrapper for the covariate noisy G-function (k = 2)
sobol_g2_qoi_mean | QoI wrapper for the noisy G-function (k = 2) - C++ backend
sobol_g2_qoi_mean_R | Quantity-of-interest wrapper for the noisy G-function (k = 2)
sobol_g2_R | Sobol G-function restricted to the first two inputs
sobol_g2_with_covariate_noise | Covariate dependent Gaussian noise on the Sobol G-function (k = 2) - C++ backend
sobol_g2_with_covariate_noise_R | Additive Gaussian noise on the Sobol G-function (k = 2)
sobol_g_function | Sobol G-function (Saltelli reference function) - C++ backend
sobol_g_R | Sobol G-function (Saltelli reference function)
sobol_indices | Sobol Indices for Stochastic Simulators
sobol_reliability | Reliability-Oriented Sobol Indices
summarise_sobol | Summarise Sobol Indices