H. Georgi and S. L. Glashow, Unity of All Elementary-Particle Forces, Physical Review Letters, vol.32, issue.8, pp.438-441, 1974.
DOI : 10.1103/PhysRevLett.32.438

C. Super-kamiokande-collaboration and . Regis, Search for Proton Decay via p ? µ + K 0 in Super-Kamiokande I, II, and III, Phys.Rev

F. Bezrukov, The Higgs field as an inflaton, Classical and Quantum Gravity, vol.30, issue.21, 2013.
DOI : 10.1088/0264-9381/30/21/214001

]. R. Deuxième-partie-supersymétrie-supersymétrie, J. Haag, M. Lopuszanski, and . Sohnius, All possible generators of supersymmetries of the S-matrix, Nuclear Physics B, vol.257, issue.1, p.88, 1975.

I. J. Aitchison, PARTICLE PHYSICS An Elementary Introduction
DOI : 10.2172/903298

URL : http://www.osti.gov/scitech/servlets/purl/903298

M. F. Sohnius, Introducing supersymmetry, Physics Reports, vol.128, issue.2-3, pp.41-42, 1985.
DOI : 10.1016/0370-1573(85)90023-7

L. O. Raifeartaigh, Spontaneous Symmetry Breaking for Chiral Scalar Superfields, Nucl.Phys, pp.96-331, 1975.

P. Fayet and J. Iliopoulos, Spontaneously broken supergauge symmetries and goldstone spinors, Physics Letters B, vol.51, issue.5, pp.51-461, 1974.
DOI : 10.1016/0370-2693(74)90310-4

URL : http://doi.org/10.1016/0370-2693(74)90310-4

E. Witten, Dynamical breaking of supersymmetry, Nuclear Physics B, vol.188, issue.3, 1981.
DOI : 10.1016/0550-3213(81)90006-7

M. Working, G. Collaboration, and A. Djouadi, The Minimal supersymmetric standard model : Group summary report, arXiv:hep-ph, p.9901246

R. Barbieri, S. Ferrara, and C. A. Savoy, Gauge models with spontaneously broken local supersymmetry, Physics Letters B, vol.119, issue.4-6, p.119, 1982.
DOI : 10.1016/0370-2693(82)90685-2

L. Hall, J. Lykken, and S. Weinberg, Supergravity as the messenger of supersymmetry breaking, Physical Review D, vol.27, issue.10, pp.2359-2378, 1983.
DOI : 10.1103/PhysRevD.27.2359

L. Randall and R. Sundrum, Out of this world supersymmetry breaking, Nuclear Physics B, vol.557, issue.1-2, pp.79-118, 1999.
DOI : 10.1016/S0550-3213(99)00359-4

J. A. Bagger, T. Moroi, and E. Poppitz, Anomaly mediation in supergravity theories, Journal of High Energy Physics, vol.2000, issue.04, p.9911029
DOI : 10.1088/1126-6708/2000/04/009

M. Dine and A. E. Nelson, Dynamical supersymmetry breaking at low energies, Physical Review D, vol.48, issue.3, pp.48-1277, 1993.
DOI : 10.1103/PhysRevD.48.1277

A. Djouadi, M. Muhlleitner, and M. Spira, Decays of supersymmetric particles : The Program SUSY-HIT (SUspect-SdecaY-Hdecay-InTerface), Acta Phys, Polon, vol.38, pp.635-644, 2007.

G. Corcella, I. Knowles, G. Marchesini, S. Moretti, and K. Odagiri, HERWIG 6: an event generator for hadron emission reactions with interfering gluons (including supersymmetric processes), Journal of High Energy Physics, vol.2001, issue.01, p.11363, 2001.
DOI : 10.1088/1126-6708/2001/01/010

J. Alwall, R. Frederix, S. Frixione, V. Hirschi, and F. Maltoni, The automated computation of tree-level and next-to-leading order differential cross sections, and their matching to parton shower simulations, Journal of High Energy Physics, vol.27, issue.7, pp.1407-2014
DOI : 10.1007/JHEP07(2014)079

URL : https://hal.archives-ouvertes.fr/hal-00986880

T. Sjostrand, S. Mrenna, and P. Z. Skands, A brief introduction to PYTHIA 8.1, Computer Physics Communications, vol.178, issue.11, pp.852-86707103820, 2008.
DOI : 10.1016/j.cpc.2008.01.036

W. Beenakker, R. Hopker, and M. Spira, PROSPINO : A Program for the production of supersymmetric particles in next-to-leading order QCD, p.9611232

G. Belanger, F. Boudjema, A. Pukhov, and A. Semenov, micrOMEGAs_3: A program for calculating dark matter observables, Computer Physics Communications, vol.185, issue.3, pp.960-985, 2014.
DOI : 10.1016/j.cpc.2013.10.016

URL : https://hal.archives-ouvertes.fr/hal-00847675

P. Z. Skands, SUSY Les Houches Accord: Interfacing SUSY Spectrum Calculators, Decay Packages, and Event Generators, Journal of High Energy Physics, vol.40, issue.07, pp.hep-ph, 2004.
DOI : 10.1007/s10052-002-0949-3

URL : https://hal.archives-ouvertes.fr/hal-00005139

W. Celmaster and R. J. Gonsalves, The Renormalization Prescription Dependence of the QCD Coupling Constant, Phys.Rev, pp.20-1420, 1979.

W. Siegel, Supersymmetric dimensional regularization via dimensional reduction, Physics Letters B, vol.84, issue.2, p.84, 1979.
DOI : 10.1016/0370-2693(79)90282-X

URL : http://doi.org/10.1016/0370-2693(79)90282-x

D. Capper, D. Jones, and P. Van-nieuwenhuizen, Regularization by Dimensional Reduction of Supersymmetric and Nonsupersymmetric Gauge Theories, Nucl.Phys, pp.167-479, 1980.

D. Castano, E. Piard, and P. Ramond, Renormalization group study of the standard model and its extensions: The minimal supersymmetric standard model, Physical Review D, vol.49, issue.9, pp.4882-4901, 1994.
DOI : 10.1103/PhysRevD.49.4882

V. Barger, M. S. Berger, and P. Ohmann, Supersymmetric grand unified theories: Two-loop evolution of gauge and Yukawa couplings, Physical Review D, vol.47, issue.3, pp.1093-1113, 1993.
DOI : 10.1103/PhysRevD.47.1093

M. Cacciari, G. P. Salam, and G. Soyez, The Anti-k(t) jet clustering algorithm, JHEP, vol.0804, issue.063, 2008.
URL : https://hal.archives-ouvertes.fr/hal-00345768

C. Collaboration and M. Artuso, Charm meson spectra in e + e ? annihilation at 10.5-GeV c.m.e, Phys.Rev, vol.70, issue.112001, p.402040, 2004.

B. Collaboration and R. Seuster, Charm hadrons from fragmentation and B decays in e+ e-annihilation at ? s = 10.6 GeV, Phys.Rev, vol.arXiv, pp.73-0506068, 2006.

K. Sld-)-collaboration and . Abe, Measurement of the b-quark fragmentation function in Z 0 decays, Phys. Rev. D, vol.65, 2002.

O. Collaboration and G. Abbiendi, Inclusive analysis of the b quark fragmentation function in Z decays at LEP, Eur.Phys, J, vol.arXiv, pp.29-463, 2003.

A. Collaboration and A. Heister, Study of the fragmentation of b quarks into B mesons at the Z peak, Phys.Lett, vol.512, pp.30-48, 2001.

J. Neyman and E. S. Pearson, On the Problem of the Most Efficient Tests of Statistical Hypotheses, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, vol.231, issue.694-706, pp.289-337, 1933.
DOI : 10.1098/rsta.1933.0009

G. Piacquadio and C. Weiser, A new inclusive secondary vertex algorithm for b-jet tagging in ATLAS, Journal of Physics: Conference Series, vol.119, issue.3, 2008.
DOI : 10.1088/1742-6596/119/3/032032

W. Mcculloch and W. Pitts, A logical calculus of the ideas immanent in nervous activity, The bulletin of mathematical biophysics 5 no, pp.115-133, 1943.

G. Cybenko, Approximation by superpositions of a sigmoidal function Mathematics of Control, Signals and Systems 2 no, pp.303-314, 1989.

L. Breiman, J. H. Friedman, R. A. Olshen, and C. J. Stone, Classification and Regression Trees, 1984.

A. Hoecker, P. Speckmayer, J. Stelzer, J. Therhaag, E. Von-toerne et al., TMVA : Toolkit for Multivariate Data Analysis, PoS ACAT, p.40, 2007.

Y. Freund and R. E. Schapire, A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting, Journal of Computer and System Sciences, vol.55, issue.1, pp.119-139, 1997.
DOI : 10.1006/jcss.1997.1504

W. Beenakker, R. Hopker, and M. Spira, PROSPINO : A Program for the production of supersymmetric particles in next-to-leading order QCD, p.9611232

G. Atlas-collaboration and . Aad, Search for direct production of charginos, neutralinos and sleptons in final states with two leptons and missing transverse momentum in pp collisions at ? s = 8 TeV with the ATLAS detector

G. Atlas-collaboration-collaboration and . Aad, Search for direct production of charginos and neutralinos in events with three leptons and missing transverse momentum in $ \sqrt{s} $ = 8 TeV pp collisions with the ATLAS detector, Journal of High Energy Physics, vol.71, issue.4, 2014.
DOI : 10.1007/JHEP04(2014)169

G. Collaboration and S. Agostinelli, GEANT4 : A simulation toolkit, Nucl. Instrum. Meth, pp.506-250, 2003.

S. Frixione, Matching NLO QCD computations with parton shower simulations: the POWHEG method, Journal of High Energy Physics, vol.2001, issue.11, p.70, 2007.
DOI : 10.1016/0550-3213(79)90116-0

T. Sjostrand, S. Mrenna, and P. Z. Skands, A brief introduction to PYTHIA 8.1, Computer Physics Communications, vol.178, issue.11, pp.852-86707103820, 2008.
DOI : 10.1016/j.cpc.2008.01.036

B. P. Kersevan and E. Richter-was, The Monte Carlo event generator AcerMC versions 2.0 to 3.8 with interfaces to PYTHIA 6.4, HERWIG 6.5 and ARIADNE 4.1, Computer Physics Communications, vol.184, issue.3, pp.919-985, 2013.
DOI : 10.1016/j.cpc.2012.10.032

T. Gleisberg, Event generation with SHERPA 1.1, p.2, 2009.
DOI : 10.2172/944560

URL : http://arxiv.org/abs/0811.4622

G. Atlas-collaboration and . Aad, Improved luminosity determination in pp collisions at ? s = 7 TeV using the ATLAS detector at the LHC, Eur.Phys.J. C73 no

G. Atlas-collaboration and . Aad, Measurement of the muon reconstruction performance of the ATLAS detector using 2011 and 2012 LHC proton-proton collision data, Eur.Phys.J. C74 no

G. Atlas-collaboration and . Aad, Jet energy measurement with the ATLAS detector in proton-proton collisions at ? s = 7 TeV, Eur.Phys.J. C73 no

W. Lampl, S. Laplace, D. Lelas, P. Loch, H. Ma et al., Calorimeter Clustering Algorithms : Description and Performance

T. Tev and . Rep, ATLAS-CONF-2010-053, 2010.

. Rep, ATLAS-CONF-2012-101, 2012.

D. Tovey, On measuring the masses of pair-produced semi-invisibly decaying particles at hadron colliders, Journal of High Energy Physics, vol.2003, issue.04, 2008.
DOI : 10.1103/PhysRevLett.83.4937

G. Polesello and D. Tovey, Supersymmetric particle mass measurement with the boost-corrected contransverse mass, Journal of High Energy Physics, vol.12, issue.3, p.3, 2010.
DOI : 10.1007/JHEP03(2010)030

R. D. Cousins, K. E. Hymes, and J. Tucker, Frequentist evaluation of intervals estimated for a binomial parameter and for the ratio of Poisson means, Nuclear Instruments and Methods in, Physics Research A, vol.612, pp.388-398, 2010.

R. D. Cousins, J. T. Linnemann, and J. Tucker, Evaluation of three methods for calculating statistical significance when incorporating a systematic uncertainty into a test of the background-only hypothesis for a Poisson process, Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, vol.595, issue.2, pp.480-5010702156, 2008.
DOI : 10.1016/j.nima.2008.07.086

K. Cranmer, R. De, L. Susy-au, and L. G. Aad, Statistical Challenges for Searches for New Physics at the LHC Search for squarks and gluinos with the ATLAS detector in final states with jets and missing transverse momentum using ? s = 8 TeV proton?proton collision data, p.1409, 2014.

S. Hoeche, F. Krauss, N. Lavesson, L. Lonnblad, and M. Mangano, Matching parton showers and matrix elements, p.602031

H. Lai, New parton distributions for collider physics, Physical Review D, vol.82, issue.7, 2010.
DOI : 10.1103/PhysRevD.82.074024

A. L. Read, Modified frequentist analysis of search results (The CL(s) method), CERN-OPEN, 2000.