Data-driven calibration of penalties for least-squares regression, J. Mach. Learn. Res, vol.10, p.245279, 2009. ,
URL : https://hal.archives-ouvertes.fr/hal-00243116
Estimation of multiple-regime regressions with least absolutes deviation, Journal of Statistical Planning and Inference, vol.74, p.103134, 1998. ,
Estimating and testing linear models with multiple structural changes, Econometrica, vol.66, p.4778, 1998. ,
Robust semi-parametric multiple change-point detection, Signal Processing, vol.11, p.156, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01846029
Data-driven semi-parametric detection of multiple changes in long-range dependent processes, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01676967
Multiple breaks detection in general causal time series using penalized quasi-likelihood, Electron. J. Statist, vol.6, p.435477, 2012. ,
Asymptotic normality of the quasi-maximum likelihood estimator for multidimensional causal processes, Ann. Statist, vol.37, p.27302759, 2009. ,
URL : https://hal.archives-ouvertes.fr/hal-00193955
Detection of Abrupt Changes: Theory and Application, 1993. ,
URL : https://hal.archives-ouvertes.fr/hal-00008518
A compound Poisson limit for stationary sums, and sojourns of Gaussian processes, Ann. Probab, vol.8, issue.3, p.511538, 1980. ,
Sail-map: Loop-closure detection using saliency-based features, IEEE/RSJ International Conference on Intelligent Robots and Systems, p.45434548, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01626473
blockseg: Two dimensional change-points detection, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-02011057
Ecient block boundaries estimation in block-wise constant matrices: An application to hic data, Electron. J. Statist, vol.11, issue.1, p.15701599, 2017. ,
Muchpoint: Multiple change point, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-02011077
Segmentation des lignes et des colonnes d'une matrice : application aux séquences de navigation visuelle, 49èmes Journées de Statistique, 2017. ,
Nonparametric multiple change-point estimation for analyzing large hi-c data matrices, Journal of Multivariate Analysis, vol.165, pp.143-165, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01468198
Modélisation statistique pour détecter des séquences vidéos similaires : application aux véhicules autonomes, 2018. ,
Nonparametric methods in change-point problems, 1993. ,
Consistency and limiting distribution of the least squares estimator of a threshold autoregressive model, Ann. Statist, vol.21, issue.1, p.520533, 1993. ,
On the use of the deterministic Lyapunov function for the ergodicity of stochastic dierence equations, Adv. in Appl. Probab, vol.17, issue.3, p.666678, 1985. ,
Recent developments of threshold estimation for nonlinear time series, J. Japan Statist. Soc, vol.40, issue.2, p.277303, 2010. ,
On parameter estimation of threshold autoregressive models, Stat. Inference Stoch. Process, vol.15, issue.1, p.81104, 2012. ,
The estimation of the location of a discontinuity in density, Proceedings of the Third Berkeley Symposium on Mathematical Statistics and Probability, vol.I, p.1937, 1956. ,
On parameter estimation for cusp-type signals, Ann. Inst. Statist. Math, vol.70, issue.1, p.3962, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01741241
Maximum likelihood estimator in a two-phase nonlinear random regression model, Statist. Decisions, vol.22, issue.4, pp.335-349, 2004. ,
Limit theorems in change-point analysis, Wiley Series in Probability and Statistics, 1997. ,
Estimation of cusp location by Poisson observations, Stat. Inference Stoch. Process, vol.6, issue.1, p.114, 2003. ,
URL : https://hal.archives-ouvertes.fr/hal-00469714
Estimation of cusp location of stochastic processes: a survey, Stat. Inference Stoch. Process, vol.21, issue.2, p.345362, 2018. ,
On cusp estimation of ergodic diusion process, J. Statist. Plann. Inference, vol.117, issue.1, p.153166, 2003. ,
The convergence of distributions which are generated by stationary random processes, Teor. Verojatnost. i Primenen, vol.13, p.730737, 1968. ,
Topological domains in mammalian genomes identied by analysis of chromatin interactions, Nature, vol.485, issue.7398, p.376380, 2012. ,
Asymmetric cusp estimation in regression models, Statistics, vol.49, issue.6, p.12791297, 2015. ,
Smooth change point estimation in regression models with random design, Ann. Inst. Statist. Math, vol.67, issue.3, p.595619, 2015. ,
Inference on threshold autoregressive models with dependent errors, 2018. ,
On the asymptotic behavior of statistical estimates for samples having a density with singularities, Theory Probab. Appl, vol.21, issue.3, p.649651, 1977. ,
Comparison of three algorithms for parametric change-point detection, Proceeding ESANN 2016, vol.04, p.2016 ,
Estimating linear representations of nonlinear processes, J. Statist. Plann. Inference, vol.68, issue.1, pp.145-165, 1998. ,
, GARCH Models: Structure, Statistical Inference and Financial Applications, 2010.
Multiscale change point inference, J. R. Stat. Soc. Ser. B. Stat. Methodol, vol.76, issue.3, p.495580, 2014. ,
Wild binary segmentation for multiple change-point detection, Ann. Statist, vol.42, issue.6, p.22432281, 2014. ,
On estimation of delay location, Stat. Inference Stoch. Process, vol.14, issue.3, p.273305, 2011. ,
Inference in TAR models, Stud. Nonlinear Dyn. Econom, vol.2, issue.1, p.114, 1997. ,
Sample splitting and threshold estimation, Econometrica, vol.68, issue.3, p.575603, 2000. ,
Threshold autoregression in economics, Stat. Interface, vol.4, issue.2, p.123127, 2011. ,
Multiple change-point estimation with a total variation penalty, Journal of the American Statistical Association, vol.105, issue.492, p.14801493, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-00923474
On LAN for parametrized continuous periodic signals in a time inhomogeneous diusion, Statist. Decisions, vol.27, issue.4, p.309326, 2009. ,
The asymptotic behavior of generalized Bayesian estimates, Dokl. Akad. Nauk SSSR, vol.194, issue.2, p.257260, 1970. ,
Asymptotic behavior of statistical estimates for samples with a discontinuous density, Math. USSR-Sb, vol.16, issue.4, p.573606, 1972. ,
The asymptotical behavior of location parameter statistical estimators for samples with continuous density with singularities, Zap. Nauchn. Sem. LOMI ,
Parameter estimation for a discontinuous signal in white Gaussian noise, Probl. Inf. Transm, vol.11, issue.3, p.203212, 1975. ,
Statistical estimation. Asymptotic theory, Applications of Mathematics, vol.16, 1981. ,
Fundamentals of statistical signal processing: detection theory, 1993. ,
On limit distributions of estimators in irregular statistical models and a new representation of fractional Brownian motion, Statist. Probab. Lett, vol.139, p.141151, 2018. ,
Minimax Theory of Image Reconstruction, 1993. ,
the institut pascal data sets": un jeu de données en extérieur, multicapteurs et datées avec réalité terrain, données d'étalonnage et outils logiciels, Orasis, Congrès des jeunes chercheurs en vision par ordinateur, 2013. ,
Asymptotics of maximum likelihood estimator in a two-phase linear regression model, J. Statist. Plann. Inference, vol.108, issue.1 ,
Delay estimation for some stationary diusion-type processes, Scand. J. Statist, vol.27, issue.3, pp.405-414, 2000. ,
Parameter estimation for stochastic processes, Research and Exposition in Mathematics. Heldermann Verlag, vol.6, 1984. ,
Identication of dynamical systems with small noise, Mathematics and its Applications, vol.300, 1994. ,
Statistical inference for spatial Poisson processes, Lecture Notes in Statistics, vol.134, 1998. ,
Statistical inference for ergodic diusion processes, Springer Series in Statistics, 2004. ,
On cusp location estimation for perturbed dynamical system, Scand. J. Stat, 2019. ,
Least-squares estimation of an unknown number of shifts in time series, Journal of Time Series Analysis, vol.21, pp.33-59, 2000. ,
Detecting multiple change-points in the mean of gaussian process by model selection, Signal Process, vol.85, issue.4, pp.717-736, 2005. ,
URL : https://hal.archives-ouvertes.fr/inria-00071847
Asymptotic theory on the least squares estimation of threshold moving-average models, Econometric Theory, vol.29, issue.3, p.482516, 2013. ,
Testing for a linear MA model against threshold MA models, Ann. Statist, vol.33, issue.6, p.25292552, 2005. ,
Statistics of random processes, Applications of Mathematics, vol.6, 2001. ,
Homogeneity and change-point detection tests for multivariate data using rank statistics, Journal de la Société Française de Statistique, vol.156, issue.4, p.133162, 2015. ,
URL : https://hal.archives-ouvertes.fr/hal-00607410
Mathematical foundations of the calculus of probability. Translated by Amiel Feinstein, 1965. ,
On moments of Pitman estimators: the case of fractional Brownian motion, Theory Probab. Appl, vol.58, issue.4, p.601614, 2014. ,
On the consistency of least squares estimators for a threshold AR(1) model, J. Time Ser. Anal, vol.7, issue.4, p.269278, 1986. ,
A threshold AR(1) model, J. Appl. Probab, vol.21, issue.2, p.270286, 1984. ,
Estimation of the location of the cusp of a continuous density, Ann. Math. Statist, vol.39, issue.1, p.7687, 1968. ,
Estimation of cusp in nonregular nonlinear regression models, J. Multivariate Anal, vol.88, issue.2, p.243251, 2004. ,
On maximum likelihood estimators for a threshold autoregression, J. Statist. Plann. Inference, vol.75, issue.1, p.2146, 1998. ,
Gaussian semiparametric estimation of long range dependence, Ann. Statist, vol.23, issue.5, p.16301661, 1995. ,
Change-point in stochastic design regression and the bootstrap, Ann. Statist, vol.39, issue.3, p.15801607, 2011. ,
A continuous mapping theorem for the smallest argmax functional, Electron. J. Stat, vol.5, p.421439, 2011. ,
Threshold models in nonlinear time series analysis, Lecture Notes in Statistics, vol.21, 1983. ,
A dynamical system approach, With an appendix by, Oxford Statistical Science Series, vol.6, 1990. ,
Testing and modeling threshold autoregressive processes, J. Amer. Statist. Assoc, vol.84, issue.405, p.231240, 1989. ,
Detecting`disorder' in multidimensional random processes, Soviet Math. Dokl, vol.24, p.5559, 1981. ,