Probabilites Analyse Des Donnees Et Statistique

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Probabilités, analyse des données et statistique

Author : Gilbert Saporta
Publisher : Editions TECHNIP
ISBN 13 : 9782710809807
Total Pages : 658 pages
Book Rating : 4.8/5 (98 download)

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Book Synopsis Probabilités, analyse des données et statistique by : Gilbert Saporta

Download or read book Probabilités, analyse des données et statistique written by Gilbert Saporta and published by Editions TECHNIP. This book was released on 2011 with total page 658 pages. Available in PDF, EPUB and Kindle. Book excerpt: La démarche statistique n'est pas seulement une auxiliaire des sciences destinées à valider ou non des modèles préétablis, c'est aussi une méthodologie indispensable pour extraire des connaissances à partir de données et un élément essentiel pour la prise de décision. La très large diffusion d'outils informatiques peut donner l'illusion de la facilité à ceux qui n'en connaissent pas les limites, alors que la statistique est plus que jamais un mode de pensée fondamental pour maîtriser la complexité, l'aléatoire et les risques, en donnant la prudence scientifique nécessaire. Ce manuel présente l'ensemble des connaissances utiles pour pouvoir pratiquer la statistique. Il est destiné à un vaste public (étudiants, chercheurs, praticiens de toutes disciplines) possédant le niveau d'algèbre et d'analyse d'un premier cycle universitaire scientifique ou économique. Cette édition est une révision complète, avec des ajouts, des éditions à succès de 1990 et de 2006. Elle comporte de nombreux développements sur des méthodes récentes. Les 21 chapitres sont structurés en cinq parties : outils probabilistes, analyse exploratoire, statistique inférentielle, modèles prédictifs et recueil de données. On y trouve l'essentiel de la théorie des probabilités, les différentes méthodes d'analyse exploratoire des données (analyses factorielles et classification), la statistique "classique" avec l'estimation et les tests mais aussi les méthodes basées sur la simulation, la régression linéaire et logistique ainsi que des techniques non linéaires, la théorie des sondages et la construction de plans d'expériences.

The Concise Encyclopedia of Statistics

Author : Yadolah Dodge
Publisher : Springer Science & Business Media
ISBN 13 : 0387317422
Total Pages : 612 pages
Book Rating : 4.3/5 (873 download)

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Book Synopsis The Concise Encyclopedia of Statistics by : Yadolah Dodge

Download or read book The Concise Encyclopedia of Statistics written by Yadolah Dodge and published by Springer Science & Business Media. This book was released on 2008-04-15 with total page 612 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Concise Encyclopedia of Statistics presents the essential information about statistical tests, concepts, and analytical methods in language that is accessible to practitioners and students of the vast community using statistics in medicine, engineering, physical science, life science, social science, and business/economics. The reference is alphabetically arranged to provide quick access to the fundamental tools of statistical methodology and biographies of famous statisticians. The more than 500 entries include definitions, history, mathematical details, limitations, examples, references, and further readings. All entries include cross-references as well as the key citations. The back matter includes a timeline of statistical inventions. This reference will be an enduring resource for locating convenient overviews about this essential field of study.

Probabilités et statistiques à l'usage de l'ingénieur

Author : ZAÏDI Abdelhamid
Publisher : Lavoisier
ISBN 13 : 274306451X
Total Pages : 360 pages
Book Rating : 4.7/5 (43 download)

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Book Synopsis Probabilités et statistiques à l'usage de l'ingénieur by : ZAÏDI Abdelhamid

Download or read book Probabilités et statistiques à l'usage de l'ingénieur written by ZAÏDI Abdelhamid and published by Lavoisier. This book was released on 2012-09-05 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: La théorie des probabilités concerne la modélisation du hasard et le calcul des probabilités, son évaluation. La statistique fournit des outils pour la caractérisation du hasard à partir de son observation et constitue un outil incontournable d'aide à la décision. Ce livre présente la théorie des probabilités et de la statistique généralement enseignée aux ingénieurs. Tout en consacrant plus d'espace aux probabilités, il contient tous les sujets essentiels de la statistique. Il comporte trois parties : la première est une introduction à la théorie des probabilités, la deuxième partie est consacrée à l'étude des processus de Markov à temps discret et continu et aux systèmes de files d'attente, la troisième partie aborde des sujets d'usage courant de la statistique inférentielle : l'estimation, la théorie des tests et la régression linéaire. L'accent est mis sur les applications des résultats théoriques. Des exercices corrigés extraits de divers champs d'application et des programmes de simulation accompagnent chaque chapitre de l'ouvrage. Les algorithmes de simulation sont traduits en langage MATLAB en vertu de la simplicité de la syntaxe de ce dernier et de son accessibilité à bon nombre de scientifiques. Les fonctions prédéfinies dans les boîtes à outils accompagnant le logiciel MATLAB ne sont pas systématiquement utilisées afin de permettre au lecteur de traduire les programmes proposés dans n'importe quel autre langage. Ce manuel s'adresse principalement aux étudiants en génie et en sciences appliquées. Il intéresse également les enseignants, les chercheurs, les ingénieurs (génie logiciel, télécommunication, maintenance, finance) et constitue un support de cours dans les écoles d'ingénieurs et les universités.

Labostat – Guide de validation des méthodes d'analyse

Author : FEINBERG
Publisher : Lavoisier
ISBN 13 : 2743064269
Total Pages : 386 pages
Book Rating : 4.7/5 (43 download)

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Book Synopsis Labostat – Guide de validation des méthodes d'analyse by : FEINBERG

Download or read book Labostat – Guide de validation des méthodes d'analyse written by FEINBERG and published by Lavoisier. This book was released on 2012-02-01 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unique en son genre dans sa conception et dans son contenu, Labo-Stat - Guide de validation des méthodes d'analyses présente une nouvelle stratégie de validation selon une démarche raisonnée fondée sur le profil d'exactitude. Les techniques statistiques adaptées y sont explicitées sous une forme didactique et les solutions possibles ainsi que les limites éventuelles de diverses normes existantes sont largement développées et illustrées d'exemples concrets directement exploitables. Les applications numériques, sous forme de feuilles de calcul modèles pour des tableurs et des petits scripts, sont téléchargeables en ligne. Complétée par les explications de cet ouvrage, elles permettent au non-statisticien d'accéder aisément à une interprétration graphique des résultats. Labo-Stat a été conçu pour pouvoir être facilement utilisé sur la paillasse du laboratoire et permettre à tout un chacun, responsable, ingénieur, chercheur, technicien ou étudiant, de s'approprier les techniques indispensables pour déboucher sur une conclusion claire et sans ambiguïté et mener la validation des méthodes dans un souci de contrôle des coûts.

Statistical Implicative Analysis

Author : Régis Gras
Publisher : Springer
ISBN 13 : 3540789839
Total Pages : 511 pages
Book Rating : 4.5/5 (47 download)

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Book Synopsis Statistical Implicative Analysis by : Régis Gras

Download or read book Statistical Implicative Analysis written by Régis Gras and published by Springer. This book was released on 2008-07-06 with total page 511 pages. Available in PDF, EPUB and Kindle. Book excerpt: Statistical implicative analysis is a data analysis method created by Régis Gras almost thirty years ago which has a significant impact on a variety of areas ranging from pedagogical and psychological research to data mining. Statistical implicative analysis (SIA) provides a framework for evaluating the strength of implications; such implications are formed through common knowledge acquisition techniques in any learning process, human or artificial. This new concept has developed into a unifying methodology, and has generated a powerful convergence of thought between mathematicians, statisticians, psychologists, specialists in pedagogy and last, but not least, computer scientists specialized in data mining. This volume collects significant research contributions of several rather distinct disciplines that benefit from SIA. Contributions range from psychological and pedagogical research, bioinformatics, knowledge management, and data mining.

Geometric Data Analysis

Author : Brigitte Le Roux
Publisher : Springer Science & Business Media
ISBN 13 : 1402022360
Total Pages : 484 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Geometric Data Analysis by : Brigitte Le Roux

Download or read book Geometric Data Analysis written by Brigitte Le Roux and published by Springer Science & Business Media. This book was released on 2006-01-16 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geometric Data Analysis (GDA) is the name suggested by P. Suppes (Stanford University) to designate the approach to Multivariate Statistics initiated by Benzécri as Correspondence Analysis, an approach that has become more and more used and appreciated over the years. This book presents the full formalization of GDA in terms of linear algebra - the most original and far-reaching consequential feature of the approach - and shows also how to integrate the standard statistical tools such as Analysis of Variance, including Bayesian methods. Chapter 9, Research Case Studies, is nearly a book in itself; it presents the methodology in action on three extensive applications, one for medicine, one from political science, and one from education (data borrowed from the Stanford computer-based Educational Program for Gifted Youth ). Thus the readership of the book concerns both mathematicians interested in the applications of mathematics, and researchers willing to master an exceptionally powerful approach of statistical data analysis.

Calculation of Demographic Parameters in Tropical Livestock Herds

Author : Matthieu Lesnoff
Publisher : Springer
ISBN 13 : 9401790264
Total Pages : 106 pages
Book Rating : 4.4/5 (17 download)

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Book Synopsis Calculation of Demographic Parameters in Tropical Livestock Herds by : Matthieu Lesnoff

Download or read book Calculation of Demographic Parameters in Tropical Livestock Herds written by Matthieu Lesnoff and published by Springer. This book was released on 2014-05-27 with total page 106 pages. Available in PDF, EPUB and Kindle. Book excerpt: Having indicators to assess the effect of zootechnical, sanitary, economic or political intervention or the impact of environmental risks makes it possible to draw up strategies for improving domestic animal populations. This handbook is a compilation of the main concepts relating to the definition and calculation of demographic rates for largely non-intensive tropical animal farms. It is intended to be educational, and should help students, technicians, engineers, researchers and development staff to understand the definitions and formulas encountered in the literature more clearly and make them more self-sufficient in terms of analyses.

Geophysics of Reservoir and Civil Engineering

Author : Jean-Luc Mari
Publisher : Editions TECHNIP
ISBN 13 : 9782710807575
Total Pages : 464 pages
Book Rating : 4.8/5 (75 download)

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Book Synopsis Geophysics of Reservoir and Civil Engineering by : Jean-Luc Mari

Download or read book Geophysics of Reservoir and Civil Engineering written by Jean-Luc Mari and published by Editions TECHNIP. This book was released on 1999 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is intended for Earth science specialists using geophysical methods, which are applicable to both reservoir studies and civil engineering. In each chapter, the reader will find theoretical concepts, practical rules and, above all, concrete examples of applications. For this reason, the book can be used as a text to accompany course lectures or continuing education seminars.Contents: 1. Methodology for the study of geotechnical problems. 2. From the petroleum field to civil engineering. 3. Theoretical overview of seismic and acoustic techniques. 4. Reflection seismic. 5. Refraction seismic. 6. Well seismic. 7. Acoustic logging. 8. Examples of hydrocarbon field and civil engineering studies. 9. Radar. 10. Role of well logging in geotechnics. 11. Logging and soil mechanics. Bibliography. Index.

Machine Learning Theory and Applications

Author : Xavier Vasques
Publisher : John Wiley & Sons
ISBN 13 : 1394220626
Total Pages : 516 pages
Book Rating : 4.3/5 (942 download)

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Book Synopsis Machine Learning Theory and Applications by : Xavier Vasques

Download or read book Machine Learning Theory and Applications written by Xavier Vasques and published by John Wiley & Sons. This book was released on 2024-01-11 with total page 516 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning Theory and Applications Enables readers to understand mathematical concepts behind data engineering and machine learning algorithms and apply them using open-source Python libraries Machine Learning Theory and Applications delves into the realm of machine learning and deep learning, exploring their practical applications by comprehending mathematical concepts and implementing them in real-world scenarios using Python and renowned open-source libraries. This comprehensive guide covers a wide range of topics, including data preparation, feature engineering techniques, commonly utilized machine learning algorithms like support vector machines and neural networks, as well as generative AI and foundation models. To facilitate the creation of machine learning pipelines, a dedicated open-source framework named hephAIstos has been developed exclusively for this book. Moreover, the text explores the fascinating domain of quantum machine learning and offers insights on executing machine learning applications across diverse hardware technologies such as CPUs, GPUs, and QPUs. Finally, the book explains how to deploy trained models through containerized applications using Kubernetes and OpenShift, as well as their integration through machine learning operations (MLOps). Additional topics covered in Machine Learning Theory and Applications include: Current use cases of AI, including making predictions, recognizing images and speech, performing medical diagnoses, creating intelligent supply chains, natural language processing, and much more Classical and quantum machine learning algorithms such as quantum-enhanced Support Vector Machines (QSVMs), QSVM multiclass classification, quantum neural networks, and quantum generative adversarial networks (qGANs) Different ways to manipulate data, such as handling missing data, analyzing categorical data, or processing time-related data Feature rescaling, extraction, and selection, and how to put your trained models to life and production through containerized applications Machine Learning Theory and Applications is an essential resource for data scientists, engineers, and IT specialists and architects, as well as students in computer science, mathematics, and bioinformatics. The reader is expected to understand basic Python programming and libraries such as NumPy or Pandas and basic mathematical concepts, especially linear algebra.

Data Analysis

Author : Gérard Govaert
Publisher : John Wiley & Sons
ISBN 13 : 111861786X
Total Pages : 265 pages
Book Rating : 4.1/5 (186 download)

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Book Synopsis Data Analysis by : Gérard Govaert

Download or read book Data Analysis written by Gérard Govaert and published by John Wiley & Sons. This book was released on 2013-03-04 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first part of this book is devoted to methods seeking relevant dimensions of data. The variables thus obtained provide a synthetic description which often results in a graphical representation of the data. After a general presentation of the discriminating analysis, the second part is devoted to clustering methods which constitute another method, often complementary to the methods described in the first part, to synthesize and to analyze the data. The book concludes by examining the links existing between data mining and data analysis.

Discovery Science

Author : Achim Hoffmann
Publisher : Springer
ISBN 13 : 3540316981
Total Pages : 415 pages
Book Rating : 4.5/5 (43 download)

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Book Synopsis Discovery Science by : Achim Hoffmann

Download or read book Discovery Science written by Achim Hoffmann and published by Springer. This book was released on 2005-10-24 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Conference on Discovery Science, DS 2005, held in Singapore in October 2005, co-located with the International Conference on Algorithmic Learning Theory (ALT 2005). The 21 revised long papers and the 6 revised regular papers presented together with 9 project reports and 5 invited papers were carefully reviewed and selected from 112 submissions. The papers cover all issues in the area of automating scientific discovery or working on tools for supporting the human process of discovery in science.

Exploring Probability in School

Author : Graham A. Jones
Publisher : Springer Science & Business Media
ISBN 13 : 0387245308
Total Pages : 394 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Exploring Probability in School by : Graham A. Jones

Download or read book Exploring Probability in School written by Graham A. Jones and published by Springer Science & Business Media. This book was released on 2006-03-30 with total page 394 pages. Available in PDF, EPUB and Kindle. Book excerpt: Exploring Probability in School provides a new perspective into research on the teaching and learning of probability. It creates this perspective by recognizing and analysing the special challenges faced by teachers and learners in contemporary classrooms where probability has recently become a mainstream part of the curriculum from early childhood through high school. The authors of the book discuss the nature of probability, look at the meaning of probabilistic literacy, and examine student access to powerful ideas in probability during the elementary, middle, and high school years. Moreover, they assemble and analyse research-based pedagogical knowledge for teachers that can enhance the learning of probability throughout these school years. With the book’s rich application of probability research to classroom practice, it will not only be essential reading for researchers and graduate students involved in probability education; it will also capture the interest of educational policy makers, curriculum personnel, teacher educators, and teachers.

Air Pollution Modelling and Simulation

Author : Bruno Sportisse
Publisher : Springer Science & Business Media
ISBN 13 : 9783540425151
Total Pages : 616 pages
Book Rating : 4.4/5 (251 download)

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Book Synopsis Air Pollution Modelling and Simulation by : Bruno Sportisse

Download or read book Air Pollution Modelling and Simulation written by Bruno Sportisse and published by Springer Science & Business Media. This book was released on 2002-02-25 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book collates the written contributions of the Second Conference on Air Pollution Modelling and Simulation (APMS 2001). A wide range of current topics is covered, focusing on three challenging issues: (1) the modelling issue of complex, multiphase, atmospheric chemistry; (2) the numerical issue associated with comprehensive three-dimensional chemistry-transport models; and (3) the key issues of data assimilation and inverse modelling. State-of-the art research is presented with many operational procedures applied at either forecast agencies or companies.

Data Science, Learning by Latent Structures, and Knowledge Discovery

Author : Berthold Lausen
Publisher : Springer
ISBN 13 : 3662449838
Total Pages : 552 pages
Book Rating : 4.6/5 (624 download)

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Book Synopsis Data Science, Learning by Latent Structures, and Knowledge Discovery by : Berthold Lausen

Download or read book Data Science, Learning by Latent Structures, and Knowledge Discovery written by Berthold Lausen and published by Springer. This book was released on 2015-05-06 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume comprises papers dedicated to data science and the extraction of knowledge from many types of data: structural, quantitative, or statistical approaches for the analysis of data; advances in classification, clustering and pattern recognition methods; strategies for modeling complex data and mining large data sets; applications of advanced methods in specific domains of practice. The contributions offer interesting applications to various disciplines such as psychology, biology, medical and health sciences; economics, marketing, banking and finance; engineering; geography and geology; archeology, sociology, educational sciences, linguistics and musicology; library science. The book contains the selected and peer-reviewed papers presented during the European Conference on Data Analysis (ECDA 2013) which was jointly held by the German Classification Society (GfKl) and the French-speaking Classification Society (SFC) in July 2013 at the University of Luxembourg.

geoENV II — Geostatistics for Environmental Applications

Author : Jaime Gómez-Hernández
Publisher : Springer Science & Business Media
ISBN 13 : 9401592977
Total Pages : 562 pages
Book Rating : 4.4/5 (15 download)

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Book Synopsis geoENV II — Geostatistics for Environmental Applications by : Jaime Gómez-Hernández

Download or read book geoENV II — Geostatistics for Environmental Applications written by Jaime Gómez-Hernández and published by Springer Science & Business Media. This book was released on 2013-11-27 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Second European Conference on Geostatistics for Environmental Ap plications took place in Valencia, November 18-20, 1998. Two years have past from the first meeting in Lisbon and the geostatistical community has kept active in the environmental field. In these days of congress inflation, we feel that continuity can only be achieved by ensuring quality in the papers. For this reason, all papers in the book have been reviewed by, at least, two referees, and care has been taken to ensure that the reviewer comments have been incorporated in the final version of the manuscript. We are thankful to the members of the scientific committee for their timely review of the scripts. All in all, there are three keynote papers from experts in soil science, climatology and ecology and 43 contributed papers providing a good indication of the status of geostatistics as applied in the environ mental field all over the world. We feel now confident that the geoENV conference series, seeded around a coffee table almost six years ago, will march firmly into the next century.

Advances in Computational Collective Intelligence

Author : Marcin Hernes
Publisher : Springer Nature
ISBN 13 : 3030631192
Total Pages : 829 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Advances in Computational Collective Intelligence by : Marcin Hernes

Download or read book Advances in Computational Collective Intelligence written by Marcin Hernes and published by Springer Nature. This book was released on 2020-11-20 with total page 829 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes refereed proceedings of the 12th International Conference on International Conference on Computational Collective Intelligence, ICCCI 2020, held in Da Nang, Vietnam, in November – December 2020. Due to the the COVID-19 pandemic the conference was held online. The 68 papers were thoroughly reviewed and selected from 314 submissions. The papers are organized according to the following topical sections: data mining and machine learning; deep learning and applications for industry 4.0; recommender systems; computer vision techniques; decision support and control systems; intelligent management information systems; innovations in intelligent systems; intelligent modeling and simulation approaches for games and real world systems; experience enhanced intelligence to IoT; data driven IoT for smart society; applications of collective intelligence; natural language processing; low resource languages processing; computational collective intelligence and natural language processing.

New Techniques and Technologies for Statistics II

Author :
Publisher : IOS Press
ISBN 13 : 9789051993264
Total Pages : 312 pages
Book Rating : 4.9/5 (932 download)

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Book Synopsis New Techniques and Technologies for Statistics II by :

Download or read book New Techniques and Technologies for Statistics II written by and published by IOS Press. This book was released on 1997 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: The compilation and deployment of statistical techniques is nowadays almost universally based on computing systems. Rapidly changing technology is expanding the options available for improving the quality, range and delivery of statistics whilst reducing the cost, and at the same time is putting pressure on producers and users to keep up with the latest techniques, both as management views develop of what is possible and simply through peer group pressure. In the areas of official statistics, it is clear that new technologies will change our approach to the whole range to activities from systems design, through data collection, processing, analysis and dissemination, to the structure of the European Statistical System and internal organization of national statistical institutes. Eurostat has a central role in promoting and coordinating the development and use of statistics in public administrations, which extends to the adoption of new techniques and technologies as they are proven validated. An important aspect of this role is to anticipate needs, to stimulate, encourage and fund research work of common interest, to support national initiatives and to prove a forum for discussion. In this new book techniques and technologies in statistics are described. The needs and constraints of official staticians are described as well as the latest developments of researchers. The book presents the research and development projects funded by the European Commission in the development of statistical tools and techniques under the R&D framework programme and the progress to date in the current Development of Statistical Information Systems (DOSIS) programme.