By Catherine Huber, Nikolaos Limnios, Mounir Mesbah, Mikhail Nikulin
Reliability and survival research are very important functions of stochastic arithmetic (probability, information and stochastic techniques) which are frequently coated individually inspite of the similarity of the concerned mathematical conception. This identify goals to redress this example: it contains 21 chapters divided into 4 components: Survival research, Reliability, caliber of existence, and similar themes. a lot of those chapters have been offered on the ecu Seminar on Mathematical tools for Survival research, Reliability and caliber of existence in 2006.
Read or Download Mathematical methods in survival analysis, reliability and quality of life PDF
Best probability & statistics books
This IMA quantity in arithmetic and its purposes instructions IN strong records AND DIAGNOSTICS is predicated at the complaints of the 1st 4 weeks of the six week IMA 1989 summer time application "Robustness, Diagnostics, Computing and snap shots in Statistics". a huge goal of the organizers used to be to attract a vast set of statisticians operating in robustness or diagnostics into collaboration at the hard difficulties in those parts, relatively at the interface among them.
Bayesian Networks: An advent offers a self-contained creation to the speculation and purposes of Bayesian networks, a subject matter of curiosity and significance for statisticians, laptop scientists and people all in favour of modelling complicated info units. the cloth has been commonly established in school room educating and assumes a uncomplicated wisdom of likelihood, records and arithmetic.
Lacking information research in perform offers useful equipment for interpreting lacking facts besides the heuristic reasoning for figuring out the theoretical underpinnings. Drawing on his 25 years of expertise discovering, instructing, and consulting in quantitative parts, the writer provides either frequentist and Bayesian views.
A completely revised and up-to-date version of this advent to fashionable statistical equipment for form research form research is a vital software within the many disciplines the place gadgets are in comparison utilizing geometrical positive aspects. Examples comprise evaluating mind form in schizophrenia; investigating protein molecules in bioinformatics; and describing progress of organisms in biology.
- Mathematical Theory of Statistics
- Financial Optimization
- Latent Class and Latent Transition Analysis: With Applications in the Social, Behavioral, and Health Sciences (Wiley Series in Probability and Statistics)
- An essay on the psychology of invention in the mathematical field
- Diffusion Processes and Stochastic Calculus
Additional info for Mathematical methods in survival analysis, reliability and quality of life
9, num. 6, p. 1276–1288, 1981. , “Linear models, random censoring and synthetic data”, Biometrika, vol. 74, num. 2, p. 301–309, 1987. [LO 89] L O S. , M ACK Y. , WANG J. , “Density and hazard rate estimation for censored data via strong representation of the Kaplan-Meier estimator”, Probab. Theory Related Fields, vol. 80, num. 3, p. 461–473, 1989. , “Regression with censored data”, Biometrika, vol. 69, num. 3, p. 521–531, 1982. , “Optimal global rate of convergence in nonparametric regression with lefttruncated and right-censored data”, J.
Amer. Statist. , vol. 53, p. 457–481, 1958. html, 2003. , “Regression analysis with randomly rightcensored data”, Ann. , vol. 9, num. 6, p. 1276–1288, 1981. , “Linear models, random censoring and synthetic data”, Biometrika, vol. 74, num. 2, p. 301–309, 1987. [LO 89] L O S. , M ACK Y. , WANG J. , “Density and hazard rate estimation for censored data via strong representation of the Kaplan-Meier estimator”, Probab. Theory Related Fields, vol. 80, num. 3, p. 461–473, 1989. , “Regression with censored data”, Biometrika, vol.
Model selection for regression on a ﬁxed design”, Probab. Theory Related Fields, vol. 117, num. 4, p. 467–493, 2000. , “Adaptive nonparametric regression estimation in presence of right-censoring”, Math. , vol. 15, num. 3, p. 233–255, 2006. , “Linear regression with censored data”, vol. 66, num. 3, p. 429–464, 1979. , “Adaptive estimation of mean and volatility functions in (auto-)regressive models”, Stochastic Process. , vol. 97, num. 1, p. 111–145, 2002. , “A new algorithm for ﬁxed design regression and denoising”, Ann.