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Sensitivity analysis in practice: a guide to assessing scientific models

case studies

Saltelli A, Tarantola S.
GSID: bPVe5utMIiQJ
A Saltelli, S Tarantola, F Campolongo, M Ratto - 2004 - Wiley Online Library

… The methods are presented via worked examples and case-studies. I did not find this successful, perhaps because I found the SIMLAB … chapter entitled ‘Personal postscript’, which consists of several case-studies, all from the biomedical field, whose features...

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Saltelli, A., Tarantola, S., Campolongo, F., & Ratto, M. (2004). Sensitivity analysis in practice: a guide to assessing scientific models (Vol. 1). New York: Wiley.
Saltelli, Andrea, et al. Sensitivity analysis in practice: a guide to assessing scientific models. Vol. 1. New York: Wiley, 2004.
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Progressive Multifocal Leukoencephalopathy in a HIV-Negative Patient with Small Lymphocytic Leukemia following Treatment with Rituximab.

Case reports in oncology

Chakraborty S, Tarantolo SR, Treves J, Sambol D, Hauke RJ, Batra SK.
PMID: 21691572
Case Rep Oncol. 2011 Jan;4(1):136-42. doi: 10.1159/000326851. Epub 2011 Mar 12.

We describe a case of progressive multifocal leukoencephalopathy (PML) caused by infection with the human polyomavirus JC virus in a patient with B-cell small lymphocytic leukemia who was treated with rituximab. The first symptoms of PML appeared immediately following...

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Chakraborty S, Tarantolo SR, Treves J, et al. Progressive Multifocal Leukoencephalopathy in a HIV-Negative Patient with Small Lymphocytic Leukemia following Treatment with Rituximab. Case Rep Oncol. 2011;4(1):136-42doi: 10.1159/000326851.
Chakraborty, S., Tarantolo, S. R., Treves, J., Sambol, D., Hauke, R. J., & Batra, S. K. (2011). Progressive Multifocal Leukoencephalopathy in a HIV-Negative Patient with Small Lymphocytic Leukemia following Treatment with Rituximab. Case reports in oncology, 4(1), 136-42. https://doi.org/10.1159/000326851
Chakraborty, Subhankar, et al. "Progressive Multifocal Leukoencephalopathy in a HIV-Negative Patient with Small Lymphocytic Leukemia following Treatment with Rituximab." Case reports in oncology vol. 4,1 (2011): 136-42. doi: https://doi.org/10.1159/000326851
Chakraborty S, Tarantolo SR, Treves J, Sambol D, Hauke RJ, Batra SK. Progressive Multifocal Leukoencephalopathy in a HIV-Negative Patient with Small Lymphocytic Leukemia following Treatment with Rituximab. Case Rep Oncol. 2011 Jan;4(1):136-42. doi: 10.1159/000326851. Epub 2011 Mar 12. PMID: 21691572; PMCID: PMC3114618.
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Molecular approaches to sarcoma therapy.

Sarcoma

Olsen RJ, Tarantolo SR, Hinrichs SH.
PMID: 18521343
Sarcoma. 2002;6(1):27-42. doi: 10.1080/13577140220127530.

Soft tissue sarcomas comprise a heterogeneous group of aggressive tumors that have a relatively poor prognosis. Although conventional therapeutic regimens can effectively cytoreduce the overall tumor mass, they fail to consistently achieve a curative outcome. Alternative gene-based approaches that...

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Olsen RJ, Tarantolo SR, Hinrichs SH. Molecular approaches to sarcoma therapy. Sarcoma. 2002;6(1):27-42doi: 10.1080/13577140220127530.
Olsen, R. J., Tarantolo, S. R., & Hinrichs, S. H. (2002). Molecular approaches to sarcoma therapy. Sarcoma, 6(1), 27-42. https://doi.org/10.1080/13577140220127530
Olsen, R J, et al. "Molecular approaches to sarcoma therapy." Sarcoma vol. 6,1 (2002): 27-42. doi: https://doi.org/10.1080/13577140220127530
Olsen RJ, Tarantolo SR, Hinrichs SH. Molecular approaches to sarcoma therapy. Sarcoma. 2002;6(1):27-42. doi: 10.1080/13577140220127530. PMID: 18521343; PMCID: PMC2395489.
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Talc retinopathy presenting as multiple retinal arteriolar occlusions.

Retinal cases & brief reports

Tarantola R, Reichstein D, Morrison D, Agarwal A.
PMID: 25390380
Retin Cases Brief Rep. 2010;4(2):120-2. doi: 10.1097/ICB.0b013e318196b326.

PURPOSE: To describe a patient with bilateral retinal arteriolar occlusions secondary to talc in the associated vessels resulting from intravenous drug use and a patent foramen ovale.METHODS: A 24-year-old woman presented with bilateral retinal arteriolar occlusions with visible foreign...

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Tarantola R, Reichstein D, Morrison D, et al. Talc retinopathy presenting as multiple retinal arteriolar occlusions. Retin Cases Brief Rep. 2010;4(2):120-2doi: 10.1097/ICB.0b013e318196b326.
Tarantola, R., Reichstein, D., Morrison, D., & Agarwal, A. (2010). Talc retinopathy presenting as multiple retinal arteriolar occlusions. Retinal cases & brief reports, 4(2), 120-2. https://doi.org/10.1097/ICB.0b013e318196b326
Tarantola, Ryan, et al. "Talc retinopathy presenting as multiple retinal arteriolar occlusions." Retinal cases & brief reports vol. 4,2 (2010): 120-2. doi: https://doi.org/10.1097/ICB.0b013e318196b326
Tarantola R, Reichstein D, Morrison D, Agarwal A. Talc retinopathy presenting as multiple retinal arteriolar occlusions. Retin Cases Brief Rep. 2010;4(2):120-2. doi: 10.1097/ICB.0b013e318196b326. PMID: 25390380.
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Sensitivity analysis for chemical models.

Chemical reviews

Saltelli A, Ratto M, Tarantola S, Campolongo F.
PMID: 16011325
Chem Rev. 2005 Jul;105(7):2811-28. doi: 10.1021/cr040659d.

No abstract available.

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Saltelli A, Ratto M, Tarantola S, et al. Sensitivity analysis for chemical models. Chem Rev. 2005;105(7):2811-28doi: 10.1021/cr040659d.
Saltelli, A., Ratto, M., Tarantola, S., & Campolongo, F. (2005). Sensitivity analysis for chemical models. Chemical reviews, 105(7), 2811-28. https://doi.org/10.1021/cr040659d
Saltelli, Andrea, et al. "Sensitivity analysis for chemical models." Chemical reviews vol. 105,7 (2005): 2811-28. doi: https://doi.org/10.1021/cr040659d
Saltelli A, Ratto M, Tarantola S, Campolongo F. Sensitivity analysis for chemical models. Chem Rev. 2005 Jul;105(7):2811-28. doi: 10.1021/cr040659d. PMID: 16011325.
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Update 1 of: Sensitivity analysis for chemical models.

Chemical reviews

Saltelli A, Ratto M, Tarantola S, Campolongo F.
PMID: 22515330
Chem Rev. 2012 May 09;112(5):PR1-21. doi: 10.1021/cr200301u. Epub 2012 Apr 19.

No abstract available.

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Saltelli A, Ratto M, Tarantola S, et al. Update 1 of: Sensitivity analysis for chemical models. Chem Rev. 2012;112(5):PR1-21doi: 10.1021/cr200301u.
Saltelli, A., Ratto, M., Tarantola, S., & Campolongo, F. (2012). Update 1 of: Sensitivity analysis for chemical models. Chemical reviews, 112(5), PR1-21. https://doi.org/10.1021/cr200301u
Saltelli, Andrea, et al. "Update 1 of: Sensitivity analysis for chemical models." Chemical reviews vol. 112,5 (2012): PR1-21. doi: https://doi.org/10.1021/cr200301u
Saltelli A, Ratto M, Tarantola S, Campolongo F. Update 1 of: Sensitivity analysis for chemical models. Chem Rev. 2012 May 09;112(5):PR1-21. doi: 10.1021/cr200301u. Epub 2012 Apr 19. PMID: 22515330.
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Local and global uncertainty analyses of a methane flame model.

The journal of physical chemistry. A

Zádor J, Zsély IG, Turányi T, Ratto M, Tarantola S, Saltelli A.
PMID: 16833293
J Phys Chem A. 2005 Nov 03;109(43):9795-807. doi: 10.1021/jp053270i.

Local and global uncertainty analyses of a flat, premixed, stationary, laminar methane flame model were carried out using the Leeds methane oxidation mechanism at lean (phi = 0.70), stoichiometric (phi = 1.00), and rich (phi = 1.20) equivalence ratios....

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Zádor J, Zsély IG, Turányi T, et al. Local and global uncertainty analyses of a methane flame model. J Phys Chem A. 2005;109(43):9795-807doi: 10.1021/jp053270i.
Zádor, J., Zsély, I. G., Turányi, T., Ratto, M., Tarantola, S., & Saltelli, A. (2005). Local and global uncertainty analyses of a methane flame model. The journal of physical chemistry. A, 109(43), 9795-807. https://doi.org/10.1021/jp053270i
Zádor, Judit, et al. "Local and global uncertainty analyses of a methane flame model." The journal of physical chemistry. A vol. 109,43 (2005): 9795-807. doi: https://doi.org/10.1021/jp053270i
Zádor J, Zsély IG, Turányi T, Ratto M, Tarantola S, Saltelli A. Local and global uncertainty analyses of a methane flame model. J Phys Chem A. 2005 Nov 03;109(43):9795-807. doi: 10.1021/jp053270i. PMID: 16833293.
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Trends in sensitivity analysis practice in the last decade.

The Science of the total environment

Ferretti F, Saltelli A, Tarantola S.
PMID: 26934843
Sci Total Environ. 2016 Oct 15;568:666-670. doi: 10.1016/j.scitotenv.2016.02.133. Epub 2016 Mar 02.

The majority of published sensitivity analyses (SAs) are either local or one factor-at-a-time (OAT) analyses, relying on unjustified assumptions of model linearity and additivity. Global approaches to sensitivity analyses (GSA) which would obviate these shortcomings, are applied by a...

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Ferretti F, Saltelli A, Tarantola S. Trends in sensitivity analysis practice in the last decade. Sci Total Environ. 2016;568:666-670doi: 10.1016/j.scitotenv.2016.02.133.
Ferretti, F., Saltelli, A., & Tarantola, S. (2016). Trends in sensitivity analysis practice in the last decade. The Science of the total environment, 568666-670. https://doi.org/10.1016/j.scitotenv.2016.02.133
Ferretti, Federico, et al. "Trends in sensitivity analysis practice in the last decade." The Science of the total environment vol. 568 (2016): 666-670. doi: https://doi.org/10.1016/j.scitotenv.2016.02.133
Ferretti F, Saltelli A, Tarantola S. Trends in sensitivity analysis practice in the last decade. Sci Total Environ. 2016 Oct 15;568:666-670. doi: 10.1016/j.scitotenv.2016.02.133. Epub 2016 Mar 02. PMID: 26934843.
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Moment independent importance measures: new results and analytical test cases.

Risk analysis : an official publication of the Society for Risk Analysis

Borgonovo E, Castaings W, Tarantola S.
PMID: 21070300
Risk Anal. 2011 Mar;31(3):404-28. doi: 10.1111/j.1539-6924.2010.01519.x. Epub 2010 Nov 10.

Moment independent methods for the sensitivity analysis of model output are attracting growing attention among both academics and practitioners. However, the lack of benchmarks against which to compare numerical strategies forces one to rely on ad hoc experiments in...

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Borgonovo E, Castaings W, Tarantola S. Moment independent importance measures: new results and analytical test cases. Risk Anal. 2010;31(3):404-28doi: 10.1111/j.1539-6924.2010.01519.x.
Borgonovo, E., Castaings, W., & Tarantola, S. (2011). Moment independent importance measures: new results and analytical test cases. Risk analysis : an official publication of the Society for Risk Analysis, 31(3), 404-28. https://doi.org/10.1111/j.1539-6924.2010.01519.x
Borgonovo, Emanuele, et al. "Moment independent importance measures: new results and analytical test cases." Risk analysis : an official publication of the Society for Risk Analysis vol. 31,3 (2011): 404-28. doi: https://doi.org/10.1111/j.1539-6924.2010.01519.x
Borgonovo E, Castaings W, Tarantola S. Moment independent importance measures: new results and analytical test cases. Risk Anal. 2011 Mar;31(3):404-28. doi: 10.1111/j.1539-6924.2010.01519.x. Epub 2010 Nov 10. PMID: 21070300.
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Showing 1 to 9 of 9 entries