Package index • Sobol4R

All functions

Sobol4R Sobol4R-package: Sobol4R-package

autoplot(): 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_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_R(): Sobol G-function restricted to the first two inputs

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_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_R(): Sobol G-function (Saltelli reference function)

sobol_g_function(): Sobol G-function (Saltelli reference function) - C++ backend

sobol_indices(): Sobol Indices for Stochastic Simulators

sobol_reliability(): Reliability-Oriented Sobol Indices

summarise_sobol(): Summarise Sobol Indices