A Framework for Validation of Computer Models, Technometrics, vol.49, issue.2, pp.138-154, 2007. ,
DOI : 10.1198/004017007000000092
On the primary variable switching technique for simulating unsaturated???saturated flows, Advances in Water Resources, vol.23, issue.3, pp.271-301, 1999. ,
DOI : 10.1016/S0309-1708(98)00057-8
Efficient uncertainty quantification techniques in inverse problems for Richards??? equation using coarse-scale simulation models, Advances in Water Resources, vol.32, issue.3, pp.329-339, 2009. ,
DOI : 10.1016/j.advwatres.2008.11.009
Extended multistep outflow method for the accurate determination of soil hydraulic properties near water saturation, Water Resources Research, vol.62, issue.9, p.8526, 2011. ,
DOI : 10.1029/2011WR010632
Unsaturated Hydraulic Conductivity from Transient Multistep Outflow and Soil Water Pressure Data, Soil Science Society of America Journal, vol.58, issue.3, pp.687-695, 1994. ,
DOI : 10.2136/sssaj1994.03615995005800030008x
Inference from Iterative Simulation Using Multiple Sequences, Statistical Science, vol.7, issue.4, pp.457-511, 1992. ,
DOI : 10.1214/ss/1177011136
Practical Markov Chain Monte Carlo, Statistical Science, vol.7, issue.4, pp.473-483, 1992. ,
DOI : 10.1214/ss/1177011137
Representations of knowledge in complex system, Journal of the Royal Statistical Society, Serie B, vol.56, issue.4, pp.549-603, 1994. ,
DRAM: Efficient adaptive MCMC, Statistics and Computing, vol.18, issue.2, pp.339-354, 2006. ,
DOI : 10.1007/s11222-006-9438-0
An Adaptive Metropolis Algorithm, Bernoulli, vol.7, issue.2, pp.223-242, 2001. ,
DOI : 10.2307/3318737
Adaptive proposal distribution for random walk Metropolis algorithm, Computational Statistics, vol.14, issue.3, pp.377-395, 1999. ,
DOI : 10.1007/s001800050022
Monte Carlo sampling methods using Markov chains and their applications, Biometrika, vol.57, issue.1, pp.97-109, 1970. ,
DOI : 10.1093/biomet/57.1.97
Adaptive multi-scale parameterization for one-dimensional flow in unsaturated porous media, Advances in Water Resources, vol.31, issue.1, pp.28-43, 2008. ,
DOI : 10.1016/j.advwatres.2007.06.009
URL : https://hal.archives-ouvertes.fr/hal-00321656
and high-performance computing, Water Resources Research, vol.181, issue.3, p.1526, 2012. ,
DOI : 10.1029/2011WR010608
A method for the solution of certain non-linear problems in least squares, Quarterly of Applied Mathematics, vol.2, issue.2, pp.164-168, 1944. ,
DOI : 10.1090/qam/10666
A computer program for uncertainty analysis integrating regression and bayesian methods . Environmental Modelling and Software 60, pp.45-56, 2014. ,
Inversion and uncertainty of highly parameterized models in a Bayesian framework by sampling the maximal conditional posterior distribution of parameters, Advances in Water Resources, vol.76, pp.1-10, 2015. ,
DOI : 10.1016/j.advwatres.2014.11.013
URL : https://hal.archives-ouvertes.fr/hal-01098506
An Algorithm for Least-Squares Estimation of Nonlinear Parameters, Journal of the Society for Industrial and Applied Mathematics, vol.11, issue.2, pp.431-441, 1963. ,
DOI : 10.1137/0111030
Equation of State Calculations by Fast Computing Machines, The Journal of Chemical Physics, vol.21, issue.6, pp.1087-1091, 1953. ,
DOI : 10.1063/1.1699114
A new model for predicting the hydraulic conductivity of unsaturated porous media, Water Resources Research, vol.12, issue.4, pp.513-522, 1976. ,
DOI : 10.1029/WR012i003p00513
Monte Carlo statistical method. Springer series in statistics, 2004. ,
A Markov Chain Monte Carlo version of the genetic algorithm Differential Evolution: easy Bayesian computing for real parameter spaces, Statistics and Computing, vol.69, issue.3, pp.239-249, 2006. ,
DOI : 10.1007/s11222-006-8769-1
Differential Evolution Markov Chain with snooker updater and??fewer chains, Statistics and Computing, vol.69, issue.4, pp.435-446, 2008. ,
DOI : 10.1007/s11222-008-9104-9
Some adaptive Monte Carlo methods for Bayesian inference, Statistics in Medicine, vol.43, issue.17-18, pp.2507-2515, 1999. ,
DOI : 10.1002/(SICI)1097-0258(19990915/30)18:17/18<2507::AID-SIM272>3.0.CO;2-J
Inverse Method to Determine Soil Hydraulic Functions from Multistep Outflow Experiments, Soil Science Society of America Journal, vol.58, issue.3, pp.647-652, 1994. ,
DOI : 10.2136/sssaj1994.03615995005800030002x