Journal article Open Access

Fast sensitivity analysis methods for computationally expensive models with multi-dimensional output

Ryan, Edmund

R code to carry out the different global sensitivity analysis methods described in the paper.  R code to carry out the emulator diagnostic checks.  

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EmulValidation_5degby5deg_UnivEmul_FRSGC.R
md5:22343523f39a94d2641e3adb0c95d682
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EmulValidation_5degby5deg_UnivEmulPCA_FRSGC.R
md5:334364aeeb10f49471491a9eb7cf5e7e
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SIs_Fast99_DICEKrigingUnivEmul_frsgc.R
md5:0190c565dd89bdfbf6e2be4b3ced140a
2.2 kB Download
SIs_GAM_frsgc.R
md5:fe56dbe8c4dae83438d7f9f3571f18e7
3.6 kB Download
SIs_GAM_frsgc_Extra.R
md5:9556ea4fdd6abf526455535a7a7255ac
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SIs_GAM_frsgc_Val.R
md5:b26ee6f6e32deee6b2a52e867c6481a2
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SIs_PLS_frsgc.R
md5:eb0dce5f9cd9e20e17d6b6ca09e6deb2
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SIs_PLS_frsgc_Val.R
md5:c4c2c4c309b0089065ea4e1aedb397a8
2.3 kB Download
SIs_SobolLilburne_DICEKrigingUnivEmul_frsgc.R
md5:b40261d9deef1dccb6a44da6b43e9e7d
3.6 kB Download
SIs_SobolLilburne_DICEKrigingUnivEmulPCA_frsgc.R
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5.2 kB Download
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