Simple mathematical models with very complicated dynamics, Nature, issue.5560, p.261459, 1976. ,
DOI : 10.1201/9780203734636-5
Experimental econophysics: Complexity, self-organization, and emergent properties, Physics Reports, vol.564, issue.1, 2015. ,
DOI : 10.1016/j.physrep.2014.11.005
Sensitivity and Uncertainty Analysis of Complex Models of Disease Transmission: An HIV Model, as an Example, International Statistical Review / Revue Internationale de Statistique, vol.62, issue.2, pp.229-243, 1994. ,
DOI : 10.2307/1403510
and Implications on the Tests of the Standard Model, Physical Review Letters, vol.116, issue.1, p.12501, 2016. ,
DOI : 10.1103/PhysRevC.91.015501
Importance sampling in structural systems, Structural Safety, vol.6, issue.1, 1989. ,
DOI : 10.1016/0167-4730(89)90003-9
Structural reliability methods for seismic safety assessment: a review, Engineering Structures, vol.18, issue.6, p.412, 1996. ,
DOI : 10.1016/0141-0296(95)00005-4
Exact and invariant second order code format, J ,
Quadratic limit states in structural reliability, J. Eng. Mech, vol.105, p.661, 1979. ,
Modeling uncertainty in flow simulations via generalized polynomial chaos, Journal of Computational Physics, vol.187, issue.1, p.137, 2003. ,
DOI : 10.1016/S0021-9991(03)00092-5
URL : http://www.dtic.mil/dtic/tr/fulltext/u2/a461813.pdf
Efficient statistical tolerance analysis for general distributions using three-point information, International Journal of Production Research, vol.35, issue.4, p.931, 2002. ,
DOI : 10.1016/S0166-3615(97)00087-0
A generalized dimension-reduction method for multidimensional integration in stochastic mechanics, International Journal for Numerical Methods in Engineering, vol.23, issue.12, 1992. ,
DOI : 10.1007/978-1-4899-4485-6
A univariate dimension-reduction method for multi-dimensional integration in stochastic mechanics, Probabilistic Engineering Mechanics, vol.19, issue.4, p.393, 2004. ,
DOI : 10.1016/j.probengmech.2004.04.003
Response surface augmented moment method for efficient reliability analysis, Structural Safety, vol.28, issue.3, p.261, 2006. ,
DOI : 10.1016/j.strusafe.2005.08.003
A Tale of Two Futures: HIV and Antiretroviral Therapy in San Francisco, Science, vol.287, issue.5453, p.287650, 2000. ,
DOI : 10.1126/science.287.5453.650
Survey of sampling-based methods for uncertainty and sensitivity analysis, Reliability Engineering & System Safety, vol.91, issue.10-11, p.911175, 2006. ,
DOI : 10.1016/j.ress.2005.11.017
ANALYSIS OF SENSITIVITY AND UNCERTAINTY IN AN INDIVIDUAL-BASED MODEL OF A THREATENED WILDLIFE SPECIES, Natural Resource Modeling, vol.93, issue.8 ,
DOI : 10.1890/11-1709.1
Comparative analysis of uncertainty propagation methods for robust engineering design. Guidelines for a Decision, 2007. ,
A comparative study of uncertainty propagation methods for black-box-type problems, Structural and Multidisciplinary Optimization, vol.125, issue.NEM1, p.239, 2009. ,
DOI : 10.1007/978-1-4612-1170-9
Sensitivity analysis: A review of recent advances, European Journal of Operational Research, vol.248, issue.3 ,
DOI : 10.1016/j.ejor.2015.06.032
Sampling Methods for Censuses and Surveys, 1953. ,
Notes on the use of propagation of error formulas, J. Res. Natl. Bur. Stand. C, issue.4, pp.70-262, 1966. ,
Uncertainty and sensitivity analysis techniques for use in performance assessment for radioactive waste disposal, Reliability Engineering & System Safety, vol.42, issue.2-3, p.327, 1993. ,
DOI : 10.1016/0951-8320(93)90097-I
Uncertainty of measurement in quantitative medical testing a laboratory implementation guide, Clin. Biochem. Rev, vol.25, issue.4, p.1, 2004. ,
Heterogeneity and subjectivity in binary-state opinion formation systems, Journal of Statistical Mechanics: Theory and Experiment, vol.2013, issue.11, pp.2013-11013, 2013. ,
DOI : 10.1088/1742-5468/2013/11/P11013
Opinion evolution on a BA scaling network, Physica A: Statistical Mechanics and its Applications, vol.392, issue.24, pp.6596-6602, 2013. ,
DOI : 10.1016/j.physa.2013.08.047
Sensitivity and uncertainty analysis: Applications to Large-Scale Systems, 2005. ,
DOI : 10.1201/9780203483572
A Review on Global Sensitivity Analysis Methods ,
DOI : 10.1007/978-1-4899-7547-8_5
URL : https://hal.archives-ouvertes.fr/hal-00975701
An analytic method for sensitivity analysis of complex systems, Physica A: Statistical Mechanics and its Applications, vol.469, pp.52-59, 2017. ,
DOI : 10.1016/j.physa.2016.11.059
URL : http://arxiv.org/pdf/1608.07794
Sensitivity estimates for nonlinear mathematical models, MMCE, vol.1, issue.4, pp.407-414, 1993. ,
Survey of sampling-based methods for uncertainty and sensitivity analysis, Reliability Engineering & System Safety, vol.91, issue.10-11, pp.1175-1209, 2006. ,
DOI : 10.1016/j.ress.2005.11.017
URL : https://digital.library.unt.edu/ark:/67531/metadc891681/m2/1/high_res_d/886897.pdf
Comparison of lagin hypercube and quasi monte carlo sampling techniques, 2015. ,
Model-free importance indicators for dependent input, Int. Symp. Sensitivity Aanalysis of Model Output, pp.21-25, 2001. ,
Uncertainty and sensitivity analysis for models with correlated parameters, Reliability Engineering & System Safety, vol.93, issue.10, pp.1563-1573, 2008. ,
DOI : 10.1016/j.ress.2007.06.003
Variance-based sensitivity analysis in the presence of correlated input variables, Proc. 5th Int. Conf. Reliable Engineering Computing (REC) ,
A new interpretation and validation of variance based importance measures for models with correlated inputs, Computer Physics Communications, vol.184, issue.5, pp.1401-1413, 2013. ,
DOI : 10.1016/j.cpc.2013.01.007
General validation and decomposition of the variance-based measures for models with correlated inputs, Aerospace Science and Technology, vol.62, pp.75-86, 2017. ,
DOI : 10.1016/j.ast.2016.12.003
A contribution to the mathematical theory of epidemics, Proc. R. Soc. Lond. A, pp.700-721, 1927. ,
Multivariate analysis (probability and mathematical statistics), 1980. ,
Statistical physics of social dynamics, Reviews of Modern Physics, vol.24, issue.2, p.591, 2009. ,
DOI : 10.1103/PhysRevE.69.065102
Identification of influential spreaders in complex networks, Nature Physics, vol.18, issue.11, pp.888-893, 2010. ,
DOI : 10.1103/PhysRevLett.89.208701
Spreading dynamics in complex networks, Journal of Statistical Mechanics: Theory and Experiment, vol.2013, issue.12, pp.2013-12002, 2013. ,
DOI : 10.1088/1742-5468/2013/12/P12002
Structure properties of evolutionary spatially embedded networks, Physica A: Statistical Mechanics and its Applications, vol.392, issue.8, pp.1909-1919, 2013. ,
DOI : 10.1016/j.physa.2013.01.002
Principles of computational modelling in neuroscience, 2011. ,
DOI : 10.1017/CBO9780511975899
Representation of two-phase flow in the vicinity of the repository in the 1996 performance assessment for the Waste Isolation Pilot Plant, Reliability Engineering & System Safety, vol.69, issue.1-3 ,
DOI : 10.1016/S0951-8320(00)00033-8
Hitchhiker's guide to sensitivity analysis, Sensitivity analysis, 2000. ,
Uncertainty and Sensitivity Analysis for Models of Complex Systems, Computational Methods in Transport: Verification and Validation, pp.207-228, 2008. ,
DOI : 10.1007/978-3-540-77362-7_9
Global sensitivity analysis: the primer, 2008. ,
DOI : 10.1002/9780470725184
URL : http://cds.cern.ch/record/1251806/files/9780470059975_TOC.pdf
Life itself: a comprehensive inquiry into the nature, origin, and fabrication of life, 1991. ,
Sensitivity analysis in practice: a guide to assessing scientific models, 2004. ,
DOI : 10.1002/0470870958
Uncertainty of measurement: a review of the rules for calculating uncertainty components through functional relationships ,
Guidance on the development, evaluation, and application of environmental models, 2009. ,
Local sensitivity analysis, Bayesian statistics 5, Proceedings of the Fifth Valencia International Meeting on Bayesian Statistics, pp.197-210, 1996. ,
Global Sensitivity Analysis, Operations Research, vol.43, issue.6, pp.948-969, 1995. ,
DOI : 10.1287/opre.43.6.948
Emergence of fast agreement in an overhearing population: The case of the naming game, EPL (Europhysics Letters), vol.101, issue.6, p.68004, 2013. ,
DOI : 10.1209/0295-5075/101/68004
Agent-Based Models of Strategies for the Emergence and Evolution of Grammatical Agreement, PLoS ONE, vol.29, issue.3, p.58960, 2013. ,
DOI : 10.1371/journal.pone.0058960.s001
The spontaneous emergence of conventions: An experimental study of cultural evolution, Proceedings of the National Academy of Sciences, vol.68, issue.2, pp.1989-1994, 2015. ,
DOI : 10.1145/1150402.1150412
Organization development and change. South- Western College Pub, 2014. ,
Field Theory in Social Science: Selected Theoretical Papers, 1964. ,
Cause Maps and Social Network Analysis in Organizational Diagnosis, The Journal of Applied Behavioral Science, vol.8, issue.3, pp.379-397, 1991. ,
DOI : 10.1086/226141
MULTIVARIABLE PROGNOSTIC MODELS: ISSUES IN DEVELOPING MODELS, EVALUATING ASSUMPTIONS AND ADEQUACY, AND MEASURING AND REDUCING ERRORS, Statistics in Medicine, vol.15, issue.4, pp.361-387, 1996. ,
DOI : 10.1002/(SICI)1097-0258(19960229)15:4<361::AID-SIM168>3.0.CO;2-4
What do we mean by validating a prognostic model?, Statistics in Medicine, vol.130, issue.4, pp.453-473, 2000. ,
DOI : 10.7326/0003-4819-130-6-199903160-00016
URL : http://rds.epi-ucsf.org/ticr/syllabus/courses/7/2010/02/16/lecture/readings/altmanstatistics in medicine2000.pdf
Prognosis of HIV-1-infected patients starting highly active antiretroviral therapy: a collaborative analysis of prospective studies, The Lancet, vol.360, issue.9327, pp.119-129, 2002. ,
DOI : 10.1016/S0140-6736(02)09411-4
Prognosis and prognostic research: application and impact of prognostic models in clinical practice, BMJ, vol.338, issue.jun04 2 ,
DOI : 10.1136/bmj.b606
Safety Evaluation and Risk Assessment of the Herbicide Roundup and Its Active Ingredient, Glyphosate, for Humans, Regulatory Toxicology and Pharmacology, vol.31, issue.2 ,
DOI : 10.1006/rtph.1999.1371
Three-dimensional prognostic models, Three-dimensional coastal ocean models of Coastal and Estuarine Sciences, pp.201-208, 1987. ,
DOI : 10.1175/1520-0485(1975)005<0718:TSADOT>2.0.CO;2
Transmission Dynamics of the Etiological Agent of SARS in Hong Kong: Impact of Public Health Interventions, Science, vol.300, issue.5627, pp.1961-1966, 2003. ,
DOI : 10.1126/science.1086478
Transmission Dynamics and Control of Severe Acute Respiratory Syndrome, Science, vol.300, issue.5627, pp.1966-1970, 2003. ,
DOI : 10.1126/science.1086616
A Model for HIV Spread in a South African Village, MABS Lecture Notes in Computer Science, vol.5269, pp.33-45, 2008. ,
DOI : 10.1007/978-3-642-01991-3_3
A Data-Driven Simulation of HIV Spread Among Young Men Who Have Sex With Men, JAIDS Journal of Acquired Immune Deficiency Syndromes, vol.70, issue.2 ,
DOI : 10.1097/QAI.0000000000000733
Comparison of parametric and nonparametric models for traffic flow forecasting, Transportation Research Part C: Emerging Technologies, vol.10, issue.4, pp.303-321, 2002. ,
DOI : 10.1016/S0968-090X(02)00009-8
Traffic jams: dynamics and control, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, vol.6, issue.4 ,
DOI : 10.1098/rsta.2010.0122
URL : http://rsta.royalsocietypublishing.org/content/roypta/368/1928/4455.full.pdf
Stock market forecasting using hidden Markov model: a new approach, 5th International Conference on Intelligent Systems Design and Applications (ISDA'05), pp.192-196, 2005. ,
DOI : 10.1109/ISDA.2005.85
URL : http://sage.math.washington.edu/home/simuw/simuw08/refs/hmm/hassan-nath-2005-stock_market_forecasting_using_hidden_markov_model_a_new_approach.pdf
Modelling and forecasting financial time series of " tick data " by functional analysis and neural networks ,
Derivation of basic equations of mass transport in porous media, Part 2. Generalized Darcy's and Fick's laws, Advances in Water Resources, vol.9, issue.4, pp.207-222, 1986. ,
DOI : 10.1016/0309-1708(86)90025-4
The equations of motion in porous media, Chemical Engineering Science, vol.21, issue.3, pp.291-300, 1966. ,
DOI : 10.1016/0009-2509(66)85020-0
A review of methods to match building energy simulation models to measured data, Renewable and Sustainable Energy Reviews, vol.37, pp.123-141, 2014. ,
DOI : 10.1016/j.rser.2014.05.007
Agent-based modelling and sensitivity analysis by experimental design and metamodelling: an application to modelling regional structural change ,
An agent-based approach for modeling dynamics of contagious disease spread, International Journal of Health Geographics, vol.8, issue.1, p.50, 2009. ,
DOI : 10.1186/1476-072X-8-50
Global sensitivity/uncertainty analysis for agent-based models, Reliability Engineering & System Safety, vol.118, pp.8-17, 2013. ,
DOI : 10.1016/j.ress.2013.04.004
Sensitivity analysis of the parameters of a model of hiv-1 transmission, GARJPAS, vol.5, pp.11-18, 2016. ,
Variations of box plots, Am. Stat, vol.32, issue.1, pp.12-16, 1978. ,
DOI : 10.1080/00031305.1978.10479236
Parameter and Quantile Estimation for the Generalized Pareto Distribution, Technometrics, vol.4, issue.3, pp.339-349, 1987. ,
DOI : 10.1016/0022-1694(85)90108-8
The Box Plot: A Simple Visual Method to Interpret Data, Annals of Internal Medicine, vol.110, issue.11, pp.916-921, 1989. ,
DOI : 10.7326/0003-4819-110-11-916
A Note with Quantiles of the Asymptotic Distribution of the Maximum Likelihood Cointegration Rank Test Statistics1, Oxford Bulletin of Economics and Statistics, vol.52, issue.3, pp.461-472, 1992. ,
DOI : 10.2307/2938278
Probability, conditional probability and complementary cumulative distribution functions in performance assessment for radioactive waste disposal ,
An adjusted boxplot for skewed distributions, Computational Statistics & Data Analysis, vol.52, issue.12 ,
DOI : 10.1016/j.csda.2007.11.008
Spread of epidemic disease on networks, Physical Review E, vol.38, issue.1, p.16128, 2002. ,
DOI : 10.1016/0277-9536(94)90302-6
Thresholds for Epidemic Spreading in Networks, Physical Review Letters, vol.105, issue.21, p.218701, 2010. ,
DOI : 10.1126/science.1171022
A Quantitative Model-Independent Method for Global Sensitivity Analysis of Model Output, Technometrics, vol.60, issue.1, pp.39-56, 1999. ,
DOI : 10.2307/2371267
Identification and review of sensitivity analysis methods, Risk Anal, vol.22, issue.3, pp.553-578, 2002. ,
Parameter uncertainty, sensitivity analysis and prediction error in a water-balance hydrological model, Mathematical and Computer Modelling, vol.47, issue.11-12 ,
DOI : 10.1016/j.mcm.2007.05.017
URL : https://doi.org/10.1016/j.mcm.2007.05.017
Mortality and Greenhouse Gas Impacts of Biomass and Petroleum Energy Futures in Africa, Science, vol.308, issue.5718, pp.98-103, 2005. ,
DOI : 10.1126/science.1106881
Photosynthetic Control of Atmospheric Carbonyl Sulfide During the Growing Season, Science, vol.131, issue.6122, pp.1085-1088, 2008. ,
DOI : 10.1016/j.agrformet.2005.05.007
URL : https://cloudfront.escholarship.org/dist/prd/content/qt82r9s2x3/qt82r9s2x3.pdf
Global and regional burden of disease and risk factors, 2001: systematic analysis of population health data, The Lancet, vol.367, issue.9524, pp.1747-1757, 2006. ,
DOI : 10.1016/S0140-6736(06)68770-9
Quantification of modelling uncertainties in a large ensemble of climate change simulations, Nature, vol.430, issue.7001, pp.768-772, 2004. ,
DOI : 10.1038/nature01092a
Factorial Sampling Plans for Preliminary Computational Experiments, Technometrics, vol.1, issue.2, pp.161-174, 1991. ,
DOI : 10.2307/1266468
URL : http://www.srl.gatech.edu/education/ME6105/ReadingMaterial/SA_Morris.pdf
Sensitivity analysis: the morris method versus the variance based measures, Technometrics, 2003. ,
Enhancing the morris method, Sensitivity Analysis of Model Output. Proceedings of the 4th International Conference on Sensitivity Analysis of Model Output, pp.369-379, 2004. ,
Regression analysis and linear models: Concepts , applications, and implementation. Methodology in the Social Sciences, 2016. ,
Theory of the motion of the heavenly bodies moving about the sun in conic sections: a translation of Carl Frdr. Gauss " Theoria motus " : With an appendix, By Ch. H. Davis. Little, Brown and Company, p.1857 ,
Typical laws of heredity, Nature, vol.15, pp.492-497 ,
On the Theory of Correlation, Journal of the Royal Statistical Society, vol.60, issue.4, pp.812-854, 1897. ,
DOI : 10.2307/2979746
Statistics: The exploration & analysis of data. Available Titles Aplia, 2011. ,
Statistical models: theory and practice, 2009. ,
DOI : 10.1017/CBO9780511815867
Applied regression analysis. Probability and Statistics, 2014. ,
DOI : 10.1002/9781118625590
Introduction to linear regression analysis, volume 821 of Probability and Statistics, 2012. ,
Applied linear statistical models, volume 1 of Irwin series in statistics, 1996. ,
Nonlinear regression analysis and its applications, 1988. ,
DOI : 10.1002/9780470316757
Fitting models to biological data using linear and nonlinear regression: a practical guide to curve fitting, 2003. ,
Regression Analysis of Grouped Survival Data with Application to Breast Cancer Data, Biometrics, vol.34, issue.1, pp.57-67, 1978. ,
DOI : 10.2307/2529588
Alteration in lymphocyte subpopulations in bovine leukosis virus-infected cattle, Veterinary Immunology and Immunopathology, vol.31, issue.1-2, pp.35-47, 1992. ,
DOI : 10.1016/0165-2427(92)90085-5
Biostatistics: a foundation for analysis in the health sciences, 1995. ,
Agent-based Analysis of Agricultural Policies: an Illustration of the Agricultural Policy Simulator AgriPoliS, its Adaptation and Behavior, Ecology and Society, vol.11, issue.1, 2006. ,
DOI : 10.5751/ES-01741-110149
Food system orientation and quality perception among consumers and producers of organic food in Hedmark County, Norway, Food Quality and Preference, vol.12, issue.3, pp.207-216, 2001. ,
DOI : 10.1016/S0950-3293(00)00047-1
Uncertainty and sensitivity analysis of food pathway results with the MACCS reactor accident consequence model, Reliability Engineering & System Safety, vol.49, issue.2, pp.109-144, 1995. ,
DOI : 10.1016/0951-8320(95)00038-4
On the Experimental Attainment of Optimum Conditions, Breakthroughs in Statistics, pp.270-310, 1992. ,
DOI : 10.1007/978-1-4612-4380-9_23
Response surface methodology, Wiley Interdisciplinary Reviews: Computational Statistics, vol.6, issue.2, pp.128-149, 2010. ,
DOI : 10.1080/16843703.2009.11673196
URL : http://www.dtic.mil/get-tr-doc/pdf?AD=ADA172515
Statistics for experimenters: design , innovation, and discovery, 2005. ,
Statistics for experimenters: an introduction to design, data analysis, and model building, of Wiley series in probability and mathematical statistics, 1978. ,
Design and analysis of experiments, 2012. ,
THE DESIGN OF OPTIMUM MULTIFACTORIAL EXPERIMENTS, Biometrika, vol.33, issue.4, pp.305-325, 1946. ,
DOI : 10.1093/biomet/33.4.305
Application of Plackett-Burman design and response surface methodology to achieve exponential growth for aggregated shipworm bacterium, Biotechnology and Bioengineering, vol.47, issue.6, pp.666-675, 2004. ,
DOI : 10.1126/science.221.4618.1401
Response surfaces: designs and analyses. Statistics: A Series of Textbooks and Monographs, 1996. ,
MULTI-FACTOR DESIGNS OF FIRST ORDER, Biometrika, vol.39, issue.1-2, pp.49-57, 1952. ,
DOI : 10.1093/biomet/39.1-2.49
A new look at the response surface approach for reliability analysis, Structural Safety, vol.12, issue.3, pp.205-220, 1993. ,
DOI : 10.1016/0167-4730(93)90003-J
Some New Three Level Designs for the Study of Quantitative Variables, Technometrics, vol.31, issue.4, pp.455-475, 1960. ,
DOI : 10.1214/aoms/1177706093
Applied factorial and fractional designs Statistics: a Series of Textbooks and Monogrphs, 1984. ,
A Measure of Rotatability for Response-Surface Designs, Technometrics, vol.41, issue.1, pp.95-104, 1988. ,
DOI : 10.1214/aoms/1177696809
Response surface methodology, 1971. ,
Multi-Factor Experimental Designs for Exploring Response Surfaces, The Annals of Mathematical Statistics, vol.28, issue.1, pp.195-241, 1957. ,
DOI : 10.1214/aoms/1177707047
URL : http://doi.org/10.1214/aoms/1177707047
Response surface methodology: process and product optimization using designed experiments, 2016. ,
Uniform Shell Designs, Applied Statistics, vol.19, issue.3, pp.231-239, 1970. ,
DOI : 10.2307/2346327
Factorial Designs, the |X???X| Criterion, and Some Related Matters, Technometrics, vol.66, issue.4, pp.731-742, 1971. ,
DOI : 10.1214/aoms/1177696809
Economical Second-Order Designs Based on Irregular Fractions of the 3 n Factorial, Technometrics, vol.16, issue.3, pp.375-384, 1974. ,
DOI : 10.2307/1267667
Hybrid Designs for Quadratic Response Surfaces, Technometrics, vol.18, issue.4, pp.419-423, 1976. ,
DOI : 10.2307/1267940
A monte carlo study of robust and least squares response surface methods, Journal of Statistical Computation and Simulation, vol.44, issue.1-3, pp.1-18, 1996. ,
DOI : 10.2307/2531739
Experimental design techniques in statistical practice: A practical software-based approach. Ellis Horwood series in mathematics and its applications, 1998. ,
DOI : 10.1533/9780857099785
Sensitivity analysis of the asymptotic behavior of a model for the environmental movement of radionuclides, Ecological Modelling, vol.28, issue.4, pp.243-278, 1985. ,
DOI : 10.1016/0304-3800(85)90077-8
Sensitivity analysis of partial differential equations with application to reaction and diffusion processes, Journal of Computational Physics, vol.30, issue.2, pp.259-282, 1979. ,
DOI : 10.1016/0021-9991(79)90103-7
An Examination of Response-Surface Methodologies for Uncertainty Analysis in Assessment Models, Technometrics, vol.1, issue.2, pp.151-163, 1985. ,
DOI : 10.1080/00401706.1977.10489581
A review of techniques for parameter sensitivity analysis of environmental models, Environmental Monitoring and Assessment, vol.64, issue.2, pp.135-154, 1994. ,
DOI : 10.2172/7091452
Derivative based global sensitivity measures and their link with global sensitivity indices, Mathematics and Computers in Simulation, vol.79, issue.10, pp.3009-3017, 2009. ,
DOI : 10.1016/j.matcom.2009.01.023
Derivative based global sensitivity measures, Procedia - Social and Behavioral Sciences, vol.2, issue.6 ,
DOI : 10.1016/j.sbspro.2010.05.208
URL : https://doi.org/10.1016/j.sbspro.2010.05.208
Derivative-based global sensitivity measures: General links with Sobol??? indices and numerical tests, Mathematics and Computers in Simulation, vol.87 ,
DOI : 10.1016/j.matcom.2013.02.002
URL : https://hal.archives-ouvertes.fr/hal-00666473
Nonlinear sensitivity analysis of multiparameter model systems, Journal of Computational Physics, vol.26, issue.1, pp.1-42, 1978. ,
DOI : 10.1016/0021-9991(78)90097-9
Monte Carlo Estimation of Uncertainty Contributions from Several Independent Multivariate Sources, Predictability and nonlinear modelling in natural sciences and economics, pp.334-343, 1994. ,
DOI : 10.1007/978-94-011-0962-8_28
URL : http://edepot.wur.nl/216073
Importance measures in global sensitivity analysis of nonlinear models, Reliability Engineering & System Safety, vol.52, issue.1, pp.1-17, 1996. ,
DOI : 10.1016/0951-8320(96)00002-6
Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index, Computer Physics Communications, vol.181, issue.2, pp.259-270, 2010. ,
DOI : 10.1016/j.cpc.2009.09.018
MODELS FOR RETROSPECTIVE QUANTIFICATION OF INDOOR RADON EXPOSURE IN CASE-CONTROL STUDIES, Health Physics, vol.78, issue.3, pp.268-278, 2000. ,
DOI : 10.1097/00004032-200003000-00004
Sensitivity Analysis for Importance Assessment, Risk Analysis, vol.23, issue.1, pp.579-590, 2002. ,
DOI : 10.1080/02664769624206
URL : http://www.ce.ncsu.edu/risk/pdf/saltelli.pdf
Variance-based sensitivity analysis of a forest growth model, Ecological Modelling, vol.247, pp.135-143, 2012. ,
DOI : 10.1016/j.ecolmodel.2012.08.005
The jackknife estimate of variance, Ann. Stat, pp.586-596, 1981. ,
Design and Analysis of Computer Experiments, Statistical Science, vol.4, issue.4, pp.409-423, 1989. ,
DOI : 10.1214/ss/1177012413
Sensitivity measures,anova-like Techniques and the use of bootstrap, Journal of Statistical Computation and Simulation, vol.2, issue.2, pp.99-120, 1997. ,
DOI : 10.1142/S0129183195000204
Efficient input???output model representations, Computer Physics Communications, vol.117, issue.1-2, pp.11-20, 1999. ,
DOI : 10.1016/S0010-4655(98)00152-0
Sensitivity analysis in presence of model uncertainty and correlated inputs, Reliability Engineering & System Safety, vol.91, issue.10-11, pp.911126-1134, 2006. ,
DOI : 10.1016/j.ress.2005.11.047
URL : https://hal.archives-ouvertes.fr/hal-00194061
Local Polynomial Estimation for Sensitivity Analysis on Models With Correlated Inputs, Technometrics, vol.51, issue.4, pp.452-463, 2009. ,
DOI : 10.1198/TECH.2009.08124
URL : https://hal.archives-ouvertes.fr/hal-00266102
A new framework of variance based global sensitivity analysis for models with correlated inputs, Structural Safety, vol.55, pp.1-9, 2015. ,
DOI : 10.1016/j.strusafe.2014.12.005
An uncertainty importance measure using a distance metric for the change in a cumulative distribution function, Reliability Engineering & System Safety, vol.70, issue.3 ,
DOI : 10.1016/S0951-8320(00)00068-5
Global sensitivity analysis in inventory management, International Journal of Production Economics, vol.108, issue.1-2 ,
DOI : 10.1016/j.ijpe.2006.12.027
A new uncertainty importance measure, Reliability Engineering & System Safety, vol.92, issue.6, pp.771-784, 2007. ,
DOI : 10.1016/j.ress.2006.04.015
A simple and efficient method for global sensitivity analysis based on??cumulative distribution functions, Environmental Modelling & Software, vol.67, pp.1-11, 2015. ,
DOI : 10.1016/j.envsoft.2015.01.004
URL : https://doi.org/10.1016/j.envsoft.2015.01.004
Comparison of variance-based and moment-independent global sensitivity analysis approaches by application to the swat model, Environ. Model ,
The practice of statistics, 2010. ,
Comparison of three methods for selecting values of input variables in the analysis of output from a computer code, Technometrics, vol.21, issue.2, pp.239-245, 1979. ,
Comparison of sampling techniques on the performance of montecarlo based sensitivity analysis, 11th Int. IBPSA Conf, pp.992-999, 2009. ,
Statistical sampling strategies. In Uncertainty analysis for performance assessments of radioactive waste disposal systems, 1987. ,
Using iterated fractional factorial design to screen parameters in sensitivity analysis of a probabilistic risk assessment model, 1993. ,
Sensitivity analysis of model output. Performance of the iterated fractional factorial design method, Computational Statistics & Data Analysis, vol.20, issue.4, pp.387-407, 1995. ,
DOI : 10.1016/0167-9473(95)92843-M
An overview of importance splitting for rare event simulation, European Journal of Physics, vol.31, issue.5, p.311295, 2010. ,
DOI : 10.1088/0143-0807/31/5/028
URL : https://hal.archives-ouvertes.fr/hal-00911996
Importance sampling: how to approach the optimal density?, European Journal of Physics, vol.31, issue.2, p.41, 2010. ,
DOI : 10.1088/0143-0807/31/2/L01
General Principles of the Monte Carlo Method, Monte Carlo Methods, pp.50-75, 1964. ,
DOI : 10.1007/978-94-009-5819-7_5
Monte carlo methods and importance sampling, 1999. ,
An Approach to Sensitivity Analysis of Computer Models: Part I???Introduction, Input Variable Selection and Preliminary Variable Assessment, Journal of Quality Technology, vol.21, issue.4, pp.174-183, 1981. ,
DOI : 10.1080/03610927608827447
Minimax and maximin distance designs, Journal of Statistical Planning and Inference, vol.26, issue.2, pp.131-148, 1990. ,
DOI : 10.1016/0378-3758(90)90122-B
Exploratory designs for computational experiments, Journal of Statistical Planning and Inference, vol.43, issue.3, pp.381-402, 1995. ,
DOI : 10.1016/0378-3758(94)00035-T
URL : https://www.osti.gov/servlets/purl/7192422
A mathematical theory of communication, ACM SIGMOBILE Mobile Computing and Communications Review, vol.5, issue.1, pp.3-55, 2001. ,
DOI : 10.1145/584091.584093
Orthogonal arrays for computer experiments, integration and visualization, Stat. Sin, pp.439-452, 1992. ,
Uniform Design: Theory and Application, Technometrics, vol.34, issue.3, pp.237-248, 2000. ,
DOI : 10.1007/978-1-4612-1690-2_31
Optimal Latin-hypercube designs for computer experiments, Journal of Statistical Planning and Inference, vol.39, issue.1, pp.95-111, 1994. ,
DOI : 10.1016/0378-3758(94)90115-5
Algorithmic construction of optimal symmetric latin hypercube designs, J. Stat. Plan. Inference, vol.90, issue.1, pp.145-159, 2000. ,
Centered l2-discrepancy of random sampling and latin hypercube design, and construction of uniform designs, Math. Comput, issue.237, pp.71275-296, 2002. ,
DOI : 10.1090/s0025-5718-00-01281-3
URL : http://www.ams.org/mcom/2002-71-237/S0025-5718-00-01281-3/S0025-5718-00-01281-3.pdf
An efficient algorithm for constructing optimal design of computer experiments, Journal of Statistical Planning and Inference, vol.134, issue.1, pp.268-287, 2005. ,
DOI : 10.1016/j.jspi.2004.02.014
Orthogonal-maximin latin hypercube designs, Stat. Sin, pp.171-186, 2008. ,
An algorithm for fast optimal Latin hypercube design of experiments, International Journal for Numerical Methods in Engineering, vol.49, issue.1, pp.135-156, 2010. ,
DOI : 10.1007/s00158-008-0338-0
An efficient optimum Latin hypercube sampling technique based on sequencing optimisation using simulated annealing, International Journal of Systems Science, vol.46, issue.10 ,
DOI : 10.1080/00207721.2012.702244
Algorithm 247: Radical-inverse quasi-random point sequence, Communications of the ACM, vol.7, issue.12, pp.701-702, 1964. ,
DOI : 10.1145/355588.365104
Remark on algorithm 659, ACM Transactions on Mathematical Software, vol.29, issue.1, pp.49-57, 2003. ,
DOI : 10.1145/641876.641879
On quasi-Monte Carlo integrations, Mathematics and Computers in Simulation, vol.47, issue.2-5, pp.103-112, 1998. ,
DOI : 10.1016/S0378-4754(98)00096-2
On the distribution of points in a cube and the approximate evaluation of integrals, USSR Computational Mathematics and Mathematical Physics, vol.7, issue.4, pp.86-112, 1967. ,
DOI : 10.1016/0041-5553(67)90144-9
Uniformly distributed sequences with an additional uniform property, USSR Computational Mathematics and Mathematical Physics, vol.16, issue.5 ,
DOI : 10.1016/0041-5553(76)90154-3
Quasi-Monte Carlo methods with applications in??finance, Finance and Stochastics, vol.24, issue.258, pp.307-349, 2009. ,
DOI : 10.1137/1.9781611970128
Monte Carlo methods in financial engineering, 2003. ,
DOI : 10.1007/978-0-387-21617-1
ALGORITHM 659: implementing Sobol's quasirandom sequence generator, ACM Transactions on Mathematical Software, vol.14, issue.1, pp.88-100, 1988. ,
DOI : 10.1145/42288.214372
Statistical inference for Sobol pick-freeze Monte Carlo method, Statistics, vol.89, issue.4, pp.881-902, 2016. ,
DOI : 10.4213/tvp3534
URL : https://hal.archives-ouvertes.fr/hal-00804668
An efficient sampling method for variance-based sensitivity analysis, Structural Safety, vol.65, pp.74-83, 2017. ,
DOI : 10.1016/j.strusafe.2016.12.007
Opening address to the anthropological section of the british association by the president of the section, Nature, vol.32, pp.507-510 ,
Regression Towards Mediocrity in Hereditary Stature., The Journal of the Anthropological Institute of Great Britain and Ireland, vol.15, pp.246-263, 1886. ,
DOI : 10.2307/2841583
Note on Regression and Inheritance in the Case of Two Parents, Proceedings of the Royal Society of London (1854-1905), vol.58, issue.-1 ,
DOI : 10.1098/rspl.1895.0041
A NEW MEASURE OF RANK CORRELATION, Biometrika, vol.30, issue.1-2, pp.81-93, 1938. ,
DOI : 10.1093/biomet/30.1-2.81
Multiple correlation coefficient. Encyclopedia of measurement and statistics, pp.648-651, 2007. ,
Analysis of variance designs for model output, Computer Physics Communications, vol.117, issue.1-2, pp.35-43, 1999. ,
DOI : 10.1016/S0010-4655(98)00154-4
Direct and Reverse Methods of Incrementation " Translated into English in " A Source Book in Mathematics 1200C1800, 1969. ,
Was Newton's Calculus a Dead End? The Continental Influence of Maclaurin's Treatise of Fluxions, The American Mathematical Monthly, vol.8, issue.1741, pp.393-410, 1997. ,
DOI : 10.2307/3603222
The analysis of linear partial differential operators I: Distribution theory and Fourier analysis, 2003. ,
Reliability Assessment of Electric Power Systems Using Monte Carlo Methods, 1994. ,
DOI : 10.1007/978-1-4899-1346-3
Land use and electricity generation: A life-cycle analysis, Renewable and Sustainable Energy Reviews, vol.13, issue.6-7, pp.1465-1474, 2009. ,
DOI : 10.1016/j.rser.2008.09.017
Control by variable rotor speed of a fixed-pitch wind turbine operating in a wide speed range, IEEE Transactions on Energy Conversion, vol.8, issue.3, pp.520-526, 1993. ,
DOI : 10.1109/60.257068
Modeling of large wind farms in power system simulations, IEEE Power Engineering Society Summer Meeting,, pp.503-508, 2002. ,
DOI : 10.1109/PESS.2002.1043286
Planning manual for utility application of wecs, 1979. ,
DOI : 10.2172/5303853
Development of a new procedure for reliability modeling of wind turbine generators, IEEE transactions on power apparatus and systems, pp.134-143, 1983. ,
Uncertainty analysis for wind energy production with dynamic power curves, 11th Int. Conf. Probabilistic Methods Applied to Power Systems (PMAPS), pp.745-750, 2010. ,
A stochastic framework for uncertainty analysis in electric power transmission systems with wind generation, Renewable Energy, vol.64, p.71, 2014. ,
DOI : 10.1016/j.renene.2013.11.002
URL : https://hal.archives-ouvertes.fr/hal-00926356
Wind Energy Systems, Journal of Solar Energy Engineering, vol.107, issue.4, 1985. ,
DOI : 10.1115/1.3267708
How Many Parts to Make at Once, Operations Research, vol.38, issue.6, p.947, 1990. ,
DOI : 10.1287/opre.38.6.947
The Economic Order-Quantity (EOQ) Model ,
DOI : 10.1007/978-0-387-73699-0_8
Generalized Hoeffding-Sobol decomposition for dependent variables - application to sensitivity analysis, Electronic Journal of Statistics, vol.6, issue.0, pp.2420-2448, 2012. ,
DOI : 10.1214/12-EJS749
URL : https://hal.archives-ouvertes.fr/hal-00649404
Generalized Sobol sensitivity indices for dependent variables: numerical methods, Journal of Statistical Computation and Simulation, vol.1, issue.7, pp.1306-1333, 2015. ,
DOI : 10.1214/aos/1013203451
URL : https://hal.archives-ouvertes.fr/hal-00801628
An importance quantification technique in uncertainty analysis for computer models, [1990] Proceedings. First International Symposium on Uncertainty Modeling and Analysis, pp.398-403, 1990. ,
DOI : 10.1109/ISUMA.1990.151285
Global and local sensitivity analysis methods for a physical system, European Journal of Physics, vol.32, issue.6 ,
DOI : 10.1088/0143-0807/32/6/011
Beyond the GUM: variance-based sensitivity analysis in metrology, Measurement Science and Technology, vol.27, issue.7 ,
DOI : 10.1088/0957-0233/27/7/075006
Pandemic Potential of a Strain of Influenza A (H1N1): Early Findings, Science, vol.360, issue.25, pp.1557-1561, 2009. ,
DOI : 10.1056/NEJMoa0903810
The Basic Reproduction Number as a Predictor for Epidemic Outbreaks in Temporal Networks, PLOS ONE, vol.60, issue.3, p.120567, 2015. ,
DOI : 10.1371/journal.pone.0120567.s002
Infectious diseases of humans: dynamics and control, 1992. ,
On the definition and the computation of the basic reproduction ratio R 0 in models for infectious diseases in heterogeneous populations, Journal of Mathematical Biology, vol.28, issue.4, pp.365-382, 1990. ,
DOI : 10.1007/BF00178324
The construction of next-generation matrices for compartmental epidemic models, Journal of The Royal Society Interface, vol.180, issue.5, pp.873-885, 2010. ,
DOI : 10.1016/S0025-5564(02)00108-6
The epidemiology and control of malaria, 1957. ,
Reproduction numbers and sub-threshold endemic equilibria for compartmental models of disease transmission, Mathematical Biosciences, vol.180, issue.1-2 ,
DOI : 10.1016/S0025-5564(02)00108-6
HIV/AIDS MODEL FOR ASSESSING THE EFFECTS OF PROPHYLACTIC STERILIZING VACCINES, CONDOMS AND TREATMENT WITH AMELIORATION, Journal of Biological Systems, vol.24, issue.03 ,
DOI : 10.1126/science.1121054
Modelling the Effect of Screening and Treatment on Transmission of HIV/AIDS Infection in a Population, American Journal of Mathematics and Statistics, vol.2, issue.4 ,
DOI : 10.5923/j.ajms.20120204.03
Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems, Reliability Engineering & System Safety, vol.81, issue.1, pp.23-69, 2003. ,
DOI : 10.1016/S0951-8320(03)00058-9
Estimation of global sensitivity indices for models with dependent variables, Computer Physics Communications, vol.183, issue.4, pp.937-946, 2012. ,
DOI : 10.1016/j.cpc.2011.12.020
Epidemic Modeling: An Introduction, Cambridge Studies in Mathematical Biology, 1999. ,
DOI : 10.1017/cbo9780511608834
Essai d'une nouvelle analyse de la mortalité causée par la petite vérole et des avantages de l'inoculation pour la prévenir ,
The prevention of malaria, E.P. Dutton & company, 1910. ,
Epidemic spreading on complex networks with general degree and weight distributions, Physical Review E, vol.90, issue.4, p.42803, 2014. ,
DOI : 10.1140/epjb/e2004-00038-8
URL : http://arxiv.org/pdf/1407.0774
A unified framework of interplay between two spreading processes in multiplex networks, EPL (Europhysics Letters), vol.114, issue.2, p.26006, 2016. ,
DOI : 10.1209/0295-5075/114/26006
Contrarian deterministic effects on opinion dynamics: ???the hung elections scenario???, Physica A: Statistical Mechanics and its Applications, vol.333, pp.453-460, 2004. ,
DOI : 10.1016/j.physa.2003.10.041
URL : http://arxiv.org/pdf/cond-mat/0307404
The origin of bursts and heavy tails in human dynamics, Nature, vol.401, issue.7039, pp.207-211, 2005. ,
DOI : 10.1038/44831
Opinion dynamics: Rise and fall of political parties, Europhysics Letters (EPL), vol.69, issue.5, p.671, 2005. ,
DOI : 10.1209/epl/i2004-10421-1
URL : http://arxiv.org/pdf/cond-mat/0411427
THE STATISTICAL DESCRIPTION OF POLARIZATION PHENOMENA IN SOCIETY???, British Journal of Mathematical and Statistical Psychology, vol.24, issue.2 ,
DOI : 10.1111/j.2044-8317.1971.tb00470.x
Sociophysics: A new approach of sociological collective behaviour. I. mean???behaviour description of a strike, The Journal of Mathematical Sociology, vol.12, issue.1, pp.1-13, 1982. ,
DOI : 10.1016/0370-1573(74)90023-4
OPINION EVOLUTION IN CLOSED COMMUNITY, International Journal of Modern Physics C, vol.11, issue.06 ,
DOI : 10.1037/0003-066X.36.4.343
Dynamics of Majority Rule in Two-State Interacting Spin Systems, Physical Review Letters, vol.4, issue.23, p.238701, 2003. ,
DOI : 10.1103/PhysRevE.65.016119
URL : http://arxiv.org/pdf/cond-mat/0303182
Voter Model on Heterogeneous Graphs, Physical Review Letters, vol.6, issue.17, p.178701, 2005. ,
DOI : 10.1103/PhysRevE.63.066123
URL : http://arxiv.org/pdf/cond-mat/0412599
Mixing beliefs among interacting agents, Advances in Complex Systems, vol.2, issue.01n04, pp.87-98, 2000. ,
DOI : 10.1016/S0378-4371(96)00456-6
Opinion dynamics and bounded confidence models, analysis, and simulation, J. Artif. Soc. Soc. Simul, vol.5, issue.3, 2002. ,
CONTINUOUS OPINION DYNAMICS UNDER BOUNDED CONFIDENCE: A SURVEY, International Journal of Modern Physics C, vol.1, issue.12 ,
DOI : 10.1142/S0129183106009850
Reaching a Consensus, Journal of the American Statistical Association, vol.38, issue.345, p.118, 1974. ,
DOI : 10.1287/mnsc.15.2.B61
Towards consensus: some convergence theorems on repeated averaging, Journal of Applied Probability, vol.64, issue.01, p.89, 1977. ,
DOI : 10.1017/S0305004100077276
Bounded confidence opinion dynamics with opinion leaders and environmental noises, Computers & Operations Research, vol.74, pp.205-213, 2016. ,
DOI : 10.1016/j.cor.2015.07.022
Opinion dynamics: Kinetic modelling with mass media, application to the Scottish independence referendum, Physica A: Statistical Mechanics and its Applications, vol.444, pp.448-457, 2016. ,
DOI : 10.1016/j.physa.2015.10.014
URL : https://hal.archives-ouvertes.fr/hal-01114091
Consequences of nonconformist behaviors in a continuous opinion model, Journal of Statistical Mechanics: Theory and Experiment, vol.2016, issue.2, p.23204, 2016. ,
DOI : 10.1088/1742-5468/2016/02/023204
Opinion evolution influenced by informed agents, Physica A: Statistical Mechanics and its Applications, vol.462, pp.431-441, 2016. ,
DOI : 10.1016/j.physa.2016.06.110
Statistical mechanics of complex networks, Reviews of Modern Physics, vol.86, issue.1, p.47, 2002. ,
DOI : 10.1103/PhysRevLett.86.5835
Structure and tie strengths in mobile communication networks, Proceedings of the National Academy of Sciences, vol.286, issue.7043, pp.7332-7336, 2007. ,
DOI : 10.1038/nature03607
URL : http://www.pnas.org/content/104/18/7332.full.pdf
Scale-Free Graph with Preferential Attachment and Evolving Internal Vertex Structure, Journal of Statistical Physics, vol.69, issue.6, pp.1175-1183, 2013. ,
DOI : 10.1103/PhysRevE.69.065102
Consequence of reputation in an open-ended naming game, Physical Review E, vol.2006, issue.4, p.46108, 2008. ,
DOI : 10.1209/epl/i2005-10481-7
The first shall be last: Selection-driven minority becomes majority, Physica A: Statistical Mechanics and its Applications, vol.409, pp.48-52, 2014. ,
DOI : 10.1016/j.physa.2014.04.033
URL : https://doi.org/10.1016/j.physa.2014.04.033
Evolution of indirect reciprocity by image scoring, Nature, vol.159, issue.6685, pp.573-577, 1998. ,
DOI : 10.1017/CBO9781139173179
Consequence of reputation in the Sznajd consensus model, Physics Letters A, vol.374, issue.34, pp.3380-3383, 2010. ,
DOI : 10.1016/j.physleta.2010.06.036
The influence of local majority opinions on the dynamics of the Sznajd model, Journal of Physics: Conference Series, vol.487, p.12016, 2014. ,
DOI : 10.1088/1742-6596/487/1/012016
Interacting Agents and Continuous Opinions Dynamics, Heterogenous agents, interactions and economic performance, pp.225-242, 2003. ,
DOI : 10.1007/978-3-642-55651-7_14
URL : https://hal.archives-ouvertes.fr/hal-00011174
Symmetry breaking by heating in a continuous opinion model, Physical Review E, vol.5, issue.4, p.42308, 2017. ,
DOI : 10.1080/00018730050198152
URL : http://arxiv.org/pdf/1703.07451
Multivalley structure in kauffman's model: Analogy with spin glasses Publications and pre-prints during PhD 1 Analytic uncertainty and sensitivity analysis of models with input correlations, J. Phys. A, vol.19, issue.16, 1986. ,
The formation of continuous opinion dynamics based on a gambling mechanism and its sensitivity analysis, Journal of Statistical Mechanics: Theory and Experiment, vol.2017, issue.9, pp.2017-093401, 2017. ,
DOI : 10.1088/1742-5468/aa7df1
Uncertainty and sensitivity analysis to complex systems, International Journal of Modern Physics C, vol.36, issue.08, p.1750109, 2017. ,
DOI : 10.1209/0295-5075/114/26006
URL : http://www.worldscientific.com/doi/pdf/10.1142/S0129183117501091
An analytic method for sensitivity analysis of complex systems, Physica A: Statistical Mechanics and its Applications, vol.469, p.469, 2017. ,
DOI : 10.1016/j.physa.2016.11.059
URL : http://arxiv.org/pdf/1608.07794
Random walks on real metro systems, International Journal of Modern Physics C, vol.27, issue.10, p.1650122, 2016. ,
DOI : 10.1073/pnas.0706851105
The dependence of graph energy on network structure, Journal of Physics: Conference Series, vol.604, p.12024, 2015. ,
DOI : 10.1088/1742-6596/604/1/012024
Recent Progress in Some Active Topics on Complex Networks, Recent Progress in Some Active Topics on Complex Networks, p.12007, 2015. ,
DOI : 10.1088/1742-6596/604/1/012007
URL : http://iopscience.iop.org/article/10.1088/1742-6596/604/1/012007/pdf