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[Get.Gg5N] Multiparametric Statistics

[Get.Gg5N] Multiparametric Statistics

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This monograph presents mathematical theory of statistical models described by the essentially large number of unknown parameters, comparable with sample size but can also be much larger. In this meaning, the proposed theory can be called "essentially multiparametric". It is developed on the basis of the Kolmogorov asymptotic approach in which sample size increases along with the number of unknown parameters.This theory opens a way for solution of central problems of multivariate statistics, which up until now have not been solved. Traditional statistical methods based on the idea of an infinite sampling often break down in the solution of real problems, and, dependent on data, can be inefficient, unstable and even not applicable. In this situation, practical statisticians are forced to use various heuristic methods in the hope the will find a satisfactory solution.Mathematical theory developed in this book presents a regular technique for implementing new, more efficient versions of statistical procedures. Near exact solutions are constructed for a number of concrete multi-dimensional problems: estimation of expectation vectors, regression and discriminant analysis, and for the solution to large systems of empiric linear algebraic equations. It is remarkable that these solutions prove to be not only non-degenerating and always stable, but also near exact within a wide class of populations.In the conventional situation of small dimension and large sample size these new solutions far surpass the classical, commonly used consistent ones. It can be expected in the near future, for the most part, traditional multivariate statistical software will be replaced by the always reliable and more efficient versions of statistical procedures implemented by the technology described in this book.This monograph will be of interest to a variety of specialists working with the theory of statistical methods and its applications. Mathematicians would find new classes of urgent problems to be solved in their own regions. Specialists in applied statistics creating statistical packages will be interested in more efficient methods proposed in the book. Advantages of these methods are obvious: the user is liberated from the permanent uncertainty of possible instability and inefficiency and gets algorithms with unimprovable accuracy and guaranteed for a wide class of distributions.A large community of specialists applying statistical methods to real data will find a number of always stable highly accurate versions of algorithms that will help them to better solve their scientific or economic problems. Students and postgraduates will be interested in this book as it will help them get at the foremost frontier of modern statistical science.- Presents original mathematical investigations and open a new branch of mathematical statistics- Illustrates a technique for developing always stable and efficient versions of multivariate statistical analysis for large-dimensional problems - Describes the most popular methods some near exact solutions; including algorithms of non-degenerating large-dimensional discriminant and regression analysis Ultrasound and Assessment of Ovarian Cancer Risk OBJECTIVE The purpose of this article is to review the ultrasound characteristics of ovarian and adnexal masses and to discuss the prediction of the likelihood of High Content Profiler PerkinElmer Informatics High Content Profiler enables your High Content Screening experiments to reach their full potential in one single solution powered by TIBCO Spotfire Prostate cancer screening - Wikipedia Prostate cancer screening is an attempt to identify individuals with prostate cancer in a broad segment of the populationthose for whom there is no reason to Revealing Real-Time Emotional Responses: a Personalized Emotion recognition through computational modeling and analysis of physiological signals has been widely investigated in the last decade Most of the proposed emotion Home : Nature Reviews Clinical Oncology The world of medicine is fast-paced and ever-changing; the Key Advances in Medicine eBook is bursting with information for medical students physicians and clinical pH Calculation and Acid-Base Titration Curves - Freeware Excel spreadsheets for pH calculation virtual titration analysis and simulation of potentiometric acid base titrations mri Search Results Heart of England NHS Foundation Trust FOI 4888 MRI Scanners Published: November 23 2016 Listen to this Post 1) Do you use the services of an external mobile Magnetic Resonance Imaging provider? 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