Bibliography
Major publications by the team in recent years
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1M. Chavent, B. Liquet, J. Saracco.
A semiparametric approach for a multivariate sample selection model, in: Statist. Sinica, 2010, vol. 20, no 2, p. 513–536. -
2O. Costa, F. Dufour.
Stability and ergodicity of piecewise deterministic Markov processes, in: SIAM J. Control Optim., 2008, vol. 47, no 2, p. 1053–1077. -
3O. Costa, F. Dufour.
The Vanishing Discount Approach for the Average Continuous Control of Piecewise Deterministic Markov Processes, in: Journal of Applied Probability, 2009, vol. 46, no 4, p. 1157-1183. -
4F. Dufour, A. Piunovskiy.
Multi-objective stopping problem for discrete-time Markov processes, in: Journal of Applied Probability, 2010, vol. 47, no 4, p. 947-966. -
5A. Gannoun, J. Saracco, A. Yuan, G. E. Bonney.
Non-parametric quantile regression with censored data, in: Scand. J. Statist., 2005, vol. 32, no 4, p. 527–550. -
6J. Saracco.
Asymptotics for pooled marginal slicing estimator based on approach, in: J. Multivariate Anal., 2005, vol. 96, no 1, p. 117–135. -
7B. de Saporta, A. Gégout-Petit, L. Marsalle.
Parameters estimation for asymmetric bifurcating autoregressive processes with missing data, in: Electronic Journal of Statistics, 2011, vol. 5, p. 1313-1353. [ DOI : 10.1214/11-EJS643 ]
http://hal. inria. fr/ hal-00545447/ en -
8B. de Saporta, F. Dufour, K. Gonzalez.
Numerical method for optimal stopping of piecewise deterministic Markov processes, in: The Annals of Applied Probability, 2010, vol. 20, no 5, p. 1607-1637.
Doctoral Dissertations and Habilitation Theses
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9A. Brandejsky.
Méthodes numériques pour les processus markoviens déterministes par morceaux, Université Bordeaux 1, July 2012.
http://tel. archives-ouvertes. fr/ tel-00733731 -
10A. Gegout-Petit.
Contribution à la statistique des processus : modélisation et applications, Université Sciences et Technologies - Bordeaux I, November 2012, Habilitation à Diriger des Recherches.
http://hal. inria. fr/ tel-00762189
Articles in International Peer-Reviewed Journals
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11B. Bercu, T. Mong Ngoc Nguyen, J. Saracco.
A new approach on recursive and non-recursive SIR methods, in: Journal of the Korean Statistical Society, 2012, vol. 41, p. 17-36. [ DOI : 10.1016/j.jkss.2011.05.005 ]
http://hal. inria. fr/ hal-00642653 -
12A. Brandejsky, B. de Saporta, F. Dufour.
Numerical method for expectations of piecewise-determistic Markov processes, in: Communications in Applied Mathematics & Computational Science, 2012, vol. 7, no 1, p. 63-104, 39 pages.
http://hal. inria. fr/ hal-00617816 -
13A. Brandejsky, B. de Saporta, F. Dufour.
Numerical methods for the exit time of a piecewise-deterministic Markov process, in: Advances in Applied Probability, 2012, vol. 44, no 1, p. 196-225.
http://hal. inria. fr/ hal-00546339 -
14M. Chavent, V. Kuentz, B. Liquet, J. Saracco.
ClustOfVar: An R Package for the Clustering of Variables, in: Journal of Statistical Software, 2012, vol. 50, no 13, p. 1-16.
http://hal. inria. fr/ hal-00764429 -
15M. Chavent, V. Kuentz-Simonet, J. Saracco.
Orthogonal rotation in PCAMIX, in: Advances in Data Analysis and Classification, 2012, vol. 6, p. 131-146. [ DOI : 10.1007/s11634-012-0105-3 ]
http://hal. inria. fr/ hal-00764427 -
16F. Dufour, O. Costa.
Singularly Perturbed Discounted Markov Control Processes in a General State Space, in: SIAM Journal of control and optimization, 2012, vol. 50, no 2, p. 720-747.
http://hal. inria. fr/ hal-00759715 -
17F. Dufour, M. Horiguchi, A. Piunovskiy.
The expected total cost criterion for Markov decision processes under constraints: a convex analytic approach, in: Advances in Applied Probability, 2012, vol. 44, no 3, p. 774-793.
http://hal. inria. fr/ hal-00759717 -
18F. Dufour, T. Prieto-Rumeau.
Approximation of Markov Decision Processes with General State Space, in: Journal of Mathematical Analysis and applications, 2012, vol. 388, no 2, p. 1254-1267.
http://hal. inria. fr/ hal-00648223 -
19F. Dufour, R. Stockbridge.
On the existence of strict optimal controls for constrained, controlled Markov processes in continuous-time, in: Stochastics: An International Journal of Probability and Stochastic Processes, 2012, vol. 84, no 1, p. 57-78. [ DOI : 10.1080/17442508.2011.580347 ]
http://hal. inria. fr/ hal-00648221 -
20A. Gégout-Petit, R. Azais, J. Saracco.
Optimal quantization applied to Sliced Inverse Regression, in: Journal of Statistical Planning and Inference, February 2012, vol. 142, no 2, p. 481-492. [ DOI : 10.1016/j.jspi.2011.08.006 ]
http://hal. inria. fr/ hal-00556420 -
21J. Josse, M. Chavent, B. Liquet, F. Husson.
Handling Missing Values with Regularized Iterative Multiple Correspondence Analysis, in: Journal of Classification, 2012, vol. 29, no 1, p. 91-116.
http://hal. inria. fr/ hal-00763227 -
22B. de Saporta, F. Dufour.
Numerical method for impulse control of Piecewise Deterministic Markov Processes, in: Automatica, 2012, vol. 48, p. 779-793.
http://hal. inria. fr/ hal-00541413 -
23B. de Saporta, F. Dufour, H. Zhang, C. Elegbede.
Optimal stopping for predictive maintenance of a structure subject to corrosion, in: Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2012, vol. 226, no 2, p. 169-181.
http://hal. inria. fr/ hal-00554759 -
24B. de Saporta, A. Gégout-Petit, L. Marsalle.
Asymmetry tests for Bifurcating Auto-Regressive Processes with missing data, in: Statistics and Probability Letters, 2012, vol. 82, no 7, p. 1439-1444.
http://hal. inria. fr/ hal-00662129
Articles in National Peer-Reviewed Journals
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25L. Vezard, P. Legrand, M. Chavent, F. Faita-Ainseba, J. Clauzel.
Classification de données EEG par algorithme évolutionnaire pour l'étude d'états de vigilance, in: Revue des Nouvelles Technologies de l'Information, 2012.
http://hal. inria. fr/ hal-00643438
Invited Conferences
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26B. De Saporta, A. Brandejsky, F. Dufour.
Optimal stopping for partially observed piecewise deterministic markov processes, in: XIème Colloque Franco-Roumain de Mathématiques Appliquées, Bucarest, Roumanie, 2012.
http://hal. inria. fr/ hal-00755119 -
27F. Dufour, M. Horiguchi, A. Piunovskiy.
The expected total cost criterion for Markov decision processes under constraints : a convex analytic approach, in: EURO 2012, Lituanie, 2012.
http://hal. inria. fr/ hal-00759727 -
28F. Dufour, T. Prieto-Rumeau.
Linear Programming Approximations of Constrained Markov Decision Processes, in: XIème Colloque Franco-Roumain de Mathématiques Appliquées,, Roumanie, 2012.
http://hal. inria. fr/ hal-00759729 -
29J. Saracco.
A sliced inverse regression approach for block-wise evolving data streams, in: StatLearn 2012, Lille, France, April 2012.
http://hal. inria. fr/ hal-00768451
International Conferences with Proceedings
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30C. Baysse, A. Gégout-Petit, D. Bihannic, M. Prenat, J. Saracco.
Detection of a degraded operating mode of optronic equipment using Hidden Markov Model., in: PSAM 11 / ESREL 2012, Finlande, June 2012, 6 p.
http://hal. inria. fr/ hal-00762227 -
31P. Brito, M. Chavent.
Divisive Monothetic Clustering for Interval and Histogram-valued Data, in: ICPRAM 2012 - 1st International Conference on Pattern Recognition Applications and Methods, Portugal, 2012, p. 229-234.
http://hal. inria. fr/ hal-00763215 -
32B. De Saporta, F. Dufour, H. Zhang.
Predictive maintenance for the heated hold-up tank, in: PSAM11-ESREL12, Helsinki, Finlande, 2012.
http://hal. inria. fr/ hal-00755078 -
33B. De Saporta, A. Gégout-Petit, L. Marsalle.
Analyse asymptotique des processus autoregressifs de bifurcation avec données manquantes, in: 44èmes Journées de Statistique, Bruxelles, Belgique, 2012.
http://hal. inria. fr/ hal-00755108 -
34A. Gégout-Petit, M. Touzet-Cortina, M. Puiggali, A. Ben Abdessalem, R. Azaïs.
Modelling of fatigue crack propagation using Piecewise Deterministic Markov Processes, in: 3rd International Conference on Engineering Optimization, Brésil, June 2012, 6 p.
http://hal. inria. fr/ hal-00762214 -
35A. Nègre, O. Marceau, D. Laneuville, H. Zhang, B. De Saporta, F. Dufour.
Stochastic control for underwater optimal trajectories, in: IEEE Aerospace conference, Big Sky, États-Unis, 2012. [ DOI : 10.1109/AERO.2012.6187191 ]
http://hal. inria. fr/ hal-00755115 -
36H. Zhang, B. De Saporta, F. Dufour, G. Deleuze.
Dynamic reliability : towards efficient simulation of the availability of a feedwater control system, in: NPIC-HMIT, San Diego, États-Unis, 2012, p. 714-723.
http://hal. inria. fr/ hal-00755070
National Conferences with Proceeding
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37R. Azaïs, F. Dufour, A. Gégout-Petit.
Estimation non-paramétrique du taux de saut d'un processus de renouvellement marqué non-homogène, in: 44èmes Journées de Statistique, Bruxelles, Belgique, May 2012.
http://hal. inria. fr/ hal-00762912 -
38C. Baysse, D. Bihannic, B. De Saporta, A. Gégout-Petit, M. Prenat, J. Saracco.
Modèle de markov caché pour la détection d'un mode de fonctionnement dégradé d'un équipement optronique, in: Lambda-Mu 18, Tours, France, 2012, communication 3D-1.
http://hal. inria. fr/ hal-00755131 -
39H. Zhang, B. De Saporta, F. Dufour, G. Deleuze.
Fiabilité dynamique : simulation d'un système de régulation du niveau d'eau dans un générateur de vapeur, in: Lambda-Mu 18,, La Rochelle, France, 2012, Communication 7D-1.
http://hal. inria. fr/ hal-00755125
Conferences without Proceedings
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40R. Azaïs, F. Dufour, A. Gégout-Petit.
A nonparametric estimator of the jump rate for a general class of marked renewal processes, in: Sexto encuentro de Estadística Matemática BoSanTouVal, Castro Urdiales, Espagne, June 2012.
http://hal. inria. fr/ hal-00762913 -
41R. Azaïs, F. Dufour, A. Gégout-Petit.
Estimation non-paramétrique de la loi conditionnelle des temps inter-sauts d'un PDMP, in: Journées MAS 2012 Clermont-Ferrand, Clermont-Ferrand, France, August 2012.
http://hal. inria. fr/ hal-00762914 -
42M. Chavent, V. Kuentz-Simonet, Z. Lakatos, J. Saracco.
Rotation orthogonale en ACP de données mixtes. Le package PCAmixdata et une application en sociologie culturelle., in: 1ères Rencontres R, Bordeaux, France, July 2012.
http://hal. inria. fr/ hal-00717515 -
43R. Coudret, G. Durrieu, J. Saracco.
Une interface graphique pour analyser des données distantes sous R, in: 1ères Rencontres R, Bordeaux, France, July 2012, Ce travail présente une méthode pour implémenter des algorithmes d'analyse de données lorsque celles-ci sont stockées sur une machine distante et pour créer une interface graphique facilitant l'utilisation de ces algorithmes. Une application à des estimations de densité dans un contexte biologique est fournie..
http://hal. inria. fr/ hal-00717552 -
44A. Gégout-Petit, L. Guerin-Dubrana, J.-C. Labrousse, A. Labenne, P. Rey, S. Bastien.
Statistical Analysis of Grapevine Mortality Associated with Esca or Eutypa Dieback Foliar Expression, in: 8th International Workshop on Grapevine Trunk Diseases, Valencia, Espagne, June 2012.
http://hal. inria. fr/ hal-00762208 -
45V. Kuentz-Simonet, S. Lyser, M. Chavent, J. Saracco, J. Candau, P. Deuffic.
La prise en compte de l'environnement par les agriculteurs : une analyse avec le package "ClustOfVar", in: 1ères Rencontres R, Bordeaux, France, July 2012.
http://hal. inria. fr/ hal-00717496 -
46A. Labenne, F. Bonneu, M. Chavent, A. Gegout-Petit, L. Guerin-Dubrana.
Test de la vraisemblance entre deux motifs de points, in: 1ères Rencontres R, Bordeaux, France, July 2012.
http://hal. inria. fr/ hal-00717541 -
47L. Vezard, P. Legrand, M. Chavent, F. Faita-Ainseba, J. Clauzel.
Classification of EEG signals by an evolutionary algorithm, in: COMPSTAT 2012, Limassol, Chypre, August 2012.
http://hal. inria. fr/ hal-00757270 -
48L. Vezard, P. Legrand, M. Chavent, F. Faita-Ainseba.
Sélection de variables par algorithme génétique pour l'étude d'états de vigilance, in: Journée Évolutionnaire Thématique, 23éme édition, Paris, France, November 2012.
http://hal. inria. fr/ hal-00759420
Scientific Books (or Scientific Book chapters)
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49J.-F. Aubry, G. Babykina, N. Brinzei, S. Medjaher, A. Barros, C. Bérenguer, A. Grall, Y. Langeron, D. Ngoc Nguyen, G. Deleuze, B. de Saporta, F. Dufour, H. Zhang.
Projet APPRODYN : approches de la fiabilité dynamique pour modéliser des systèmes critiques, in: Supervision, surveillance et sûreté de fonctionnement des grands systèmes, N. Matta, Y. Vandenboomgaerde, J. Arlat (editors), Traité Information, Commande, Communication, IC2, Hermès Science Publications, March 2012, p. 181-222.
http://hal. inria. fr/ hal-00675333 -
50J.-F. Aubry, G. Babykina, N. Brinzei, S. Medjaher, A. Barros, C. Bérenguer, A. Grall, Y. Langeron, D. Ngoc Nguyen, G. Deleuze, B. de Saporta, F. Dufour, H. Zhang.
The APPRODYN project: dynamic reliability approaches to modeling critical systems, in: Supervision and Safety of Complex Systems, N. Matta, Y. Vandenboomgaerde, J. Arlat (editors), Wiley-ISTE, August 2012, p. 181-222, Chapter 8.
http://hal. inria. fr/ hal-00762917 -
51O. Costa, F. Dufour.
Continuous Control of Piecewise Deterministic Markov Processes with Long Run Average Cost, in: Stochastic Processes, Finance and Control. A Festschrift in Honor of Robert J. Elliott., World Scientific, 2012, p. 120-154.
http://hal. inria. fr/ hal-00759726 -
52F. Dufour, T. Prieto-Rumeau.
Approximation of Infinite Horizon Discounted Cost Markov Decision Processes, in: Optimization, Control, and Applications of Stochastic Systems, Birkhäuser, 2012, p. 59-76.
http://hal. inria. fr/ hal-00759719
Internal Reports
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53J.-F. Aubry, G. Babykina, A. Barros, N. Brinzei, G. Deleuze, B. de Saporta, F. Dufour, Y. Langeron, H. Zhang.
Rapport final du projet APPRODYN : APPROches de la fiabilité DYNamique pour modéliser des systèmes critiques, Inria, March 2012, no SURFDIAG, ISET.
http://hal. inria. fr/ hal-00740181 -
54H. Zhang, B. De Saporta, F. Dufour.
Contrôle optimal stochastique, application à l'optimisation de trajectoire en 3d, Inria, 2012, Rapport technique de CQFD pour DCNS.
http://hal. inria. fr/ hal-00755134
Other Publications
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55R. Azaïs.
A recursive nonparametric estimator for the transition kernel of a piecewise-deterministic Markov process, 2012.
http://hal. inria. fr/ hal-00759065 -
56R. Azaïs, F. Dufour, A. Gégout-Petit.
Nonparametric estimation of the conditional distribution of the inter-jumping times for piecewise-deterministic Markov processes, 2012.
http://hal. inria. fr/ hal-00759064 -
57R. Azaïs, F. Dufour, A. Gégout-Petit.
Nonparametric estimation of the jump rate for non-homogeneous marked renewal processes, 2012.
http://hal. inria. fr/ hal-00759062 -
58C. Baysse, D. Bihannic, A. Gégout-Petit, M. Prenat, J. Saracco.
Hidden Markov Model for the detection of a degraded operating mode of optronic equipment, 2012, 11 pages, 9 figures.
http://hal. inria. fr/ hal-00763963 -
59B. Bercu, T. Mong Ngoc Nguyen, J. Saracco.
On the asymptotic behavior of the Nadaraya-Watson estimator associated with the recursive SIR method, 2012.
http://hal. inria. fr/ hal-00673832 -
60A. Brandejsky, B. de Saporta, F. Dufour.
Optimal stopping for partially observed piecewise-deterministic Markov processes, 2012.
http://hal. inria. fr/ hal-00755052 -
61M. Chavent, S. Girard, V. Kuentz, B. Liquet, T. M. N. Nguyen, J. Saracco.
A sliced inverse regression approach for data stream.
http://hal. inria. fr/ hal-00688609 -
62R. Coudret, G. Durrieu, J. Saracco.
Comparison of kernel density estimators with assumption on number of modes, 2012.
http://hal. inria. fr/ hal-00748790 -
63R. Coudret, S. Girard, J. Saracco.
A new sliced inverse regression method for multivariate response regression.
http://hal. inria. fr/ hal-00714981 -
64B. de Saporta, A. Gégout-Petit, L. Marsalle.
Random coefficients bifurcating autoregressive processes, 2012.
http://hal. inria. fr/ hal-00702357 -
65B. de Saporta, A. G. Petit, L. Marsalle.
Statistical study of asymmetry in cell lineage data, 2012.
http://hal. inria. fr/ hal-00702359 -
66B. de Saporta, H. Zhang.
Predictive maintenance for the heated hold-up tank, 2012, arXiv admin note: substantial text overlap with arXiv:1101.1740.
http://hal. inria. fr/ hal-00755056
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67T. Aldemir, S. Guarro, et al..
Benchmark Implementation of Two Dynamic Methodologies for the Reliability Modeling of Digital Instrumentation and Control Systems, NUREG/CR-6985, 2008. -
68T. Aven, U. Jensen.
Stochastic models in reliability, Applications of Mathematics, Springer, New York, 1999, vol. 41. -
69B. Bercu, B. de Saporta, A. Gégout-Petit.
Asymptotic analysis for bifurcating autoregressive processes via a martingale approach, in: Electronic Journal of Probability, 2009, vol. 14, p. 2492–2526. -
70V. Blandin.
Asymptotic results for bifurcating random coefficient autoregressive processes, 2012, ArXiv 1204.2926. -
71Q. M. Bui, R. M. Huggins.
Inference for the random coefficients bifurcating autoregressive model for cell lineage studies, in: J. Statist. Plann. Inference, 1999, vol. 81, no 2, p. 253–262. -
72R. Cowan, R. G. Staudte.
The bifurcating autoregressive model in cell lineage studies, in: Biometrics, 1986, vol. 42, p. 769–783. -
73M. H. A. Davis.
Markov models and optimization, Monographs on Statistics and Applied Probability, Chapman & Hall, London, 1993, vol. 49. -
74J.-F. Delmas, L. Marsalle.
Detection of cellular aging in a Galton-Watson process, in: Stoch. Process. and Appl., 2010, vol. 120, p. 2495–2519. -
75J. Devooght.
Dynamic reliability, Advances in nuclear science and technology, Chapman and Hall, Berlin, 1997. -
76N. Duan, K.-C. Li.
Slicing regression: a link-free regression method, in: Ann. Statist., 1991, vol. 19, no 2, p. 505–530.
http://dx. doi. org/ 10. 1214/ aos/ 1176348109 -
77R. Duda, P. Hart, D. Stork.
Pattern Classification, John Wiley, 2001. -
78M. Duflo.
Random iterative models, Applications of Mathematics, Springer-Verlag, Berlin, 1997, vol. 34, xviii+385 p. -
79F. Dufour, Y. Dutuit.
Dynamic reliability: A new model, in: Proceedings of ESREL 2002 Lambda-Mu 13 Conference, 2002, p. 350–353. -
80A. Grall, C. Bérenguer, L. Dieulle.
A conditional-based maintenance policy for a stochastically deteriorating system, in: Reliability Engineering and System Safety, 2002, vol. 76, no 2, p. 167-180. -
81U. S. Gugerli.
Optimal stopping of a piecewise-deterministic Markov process, in: Stochastics, 1986, vol. 19, no 4, p. 221–236. -
82J. Guyon.
Limit theorems for bifurcating Markov chains. Application to the detection of cellular aging, in: Ann. Appl. Probab., 2007, vol. 17, no 5-6, p. 1538–1569. -
83R. M. Huggins, I. V. Basawa.
Inference for the extended bifurcating autoregressive model for cell lineage studies, in: Aust. N. Z. J. Stat., 2000, vol. 42, no 4, p. 423–432. -
84R. M. Huggins, I. V. Basawa.
Extensions of the bifurcating autoregressive model for cell lineage studies, in: J. Appl. Probab., 1999, vol. 36, no 4, p. 1225–1233. -
85R. M. Huggins.
Robust inference for variance components models for single trees of cell lineage data, in: Ann. Statist., 1996, vol. 24, no 3, p. 1145–1160. -
86R. M. Huggins, R. G. Staudte.
Variance Components Models for Dependent Cell Populations, in: J. AMS, 1994, vol. 89, no 425, p. 19–29. -
87V. Kothare, C. Falinower.
Level Control in the Steam Generator of a Nuclear Power Plant, in: IEEE Transactions on Control systems Technology, 2000, vol. 8, no 1. -
88K.-C. Li.
Sliced inverse regression for dimension reduction, in: J. Amer. Statist. Assoc., 1991, vol. 86, no 414, p. 316–342, With discussion and a rejoinder by the author. -
89M. Marseguerra, E. Zio.
The cell-to-boundary method in Monte Carlo-based dynamic PSA, in: Reliability Engineering and System Safety, 1995, vol. 48, no 3, p. 199-204. -
90M. Marseguerra, E. Zio.
Monte Carlo approach to PSA for dynamic process systems, in: Reliability Engineering and System Safety, 1996, vol. 52, no 3 SPEC. ISS., p. 227-241. -
91D. F. Nicholls, B. G. Quinn.
Random coefficient autoregressive models: an introduction, Lecture Notes in Statistics, Springer-Verlag, New York, 1982, vol. 11, Lecture Notes in Physics, 151. -
92H. Pham, W. Runggaldier, A. Sellami.
Approximation by quantization of the filter process and applications to optimal stopping problems under partial observation, in: Monte Carlo Methods Appl., 2005, vol. 11, no 1, p. 57–81. -
93E. Stewart, R. Madden, F. Taddei.
Aging and death in an organism that reproduces by morphologically symmetric division, in: PLoS Biol., 2005, vol. 3, no 2, e45 p. -
94H. Zhang, F. Dufour, Y. Dutuit, K. Gonzalez.
Piecewise deterministic Markov processes and dynamic reliability, in: Proc. of the Inst. of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2008, vol. 222, no 4, p. 545–551. -
95J. Zhou, I. V. Basawa.
Maximum likelihood estimation for a first-order bifurcating autoregressive process with exponential errors, in: J. Time Ser. Anal., 2005, vol. 26, no 6, p. 825–842. -
96J. van Noortwijk.
A survey of the application of gamma processes in maintenance, in: Reliability Engineering and System Safety, 2009, vol. 94, no 1, p. 2-21.