Category: Mathematical Statistical

Algorithms for Computer Algebra by Keith O. Geddes, Stephen R. Czapor, George Labahn

By Keith O. Geddes, Stephen R. Czapor, George Labahn

Algorithms for desktop Algebra is the 1st accomplished textbook to be released regarding computational symbolic arithmetic. The booklet first develops the foundational fabric from glossy algebra that's required for next issues. It then provides a radical improvement of contemporary computational algorithms for such difficulties as multivariate polynomial mathematics and maximum universal divisor calculations, factorization of multivariate polynomials, symbolic resolution of linear and polynomial platforms of equations, and analytic integration of easy features. quite a few examples are built-in into the textual content as an reduction to knowing the mathematical improvement. The algorithms constructed for every subject are offered in a Pascal-like machine language. an intensive set of routines is gifted on the finish of every bankruptcy.
Algorithms for desktop Algebra is acceptable to be used as a textbook for a path on algebraic algorithms on the third-year, fourth-year, or graduate point. even though the mathematical improvement makes use of ideas from sleek algebra, the e-book is self-contained within the experience one-term undergraduate path introducing scholars to earrings and fields is the single prerequisite assumed. The booklet additionally serves good as a supplementary textbook for a standard glossy algebra path, by way of providing concrete functions to encourage the figuring out of the idea of earrings and fields.

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Discovering Mathematics with Magma: Reducing the Abstract to by Wieb Bosma, John Cannon

By Wieb Bosma, John Cannon

This quantity celebrates the 1st decade of the pc Algebra method Magma. With a layout in keeping with the ontology and semantics of algebra, Magma permits clients to swiftly formulate and practice calculations within the extra summary components of arithmetic. This e-book introduces the reader to the position Magma performs in complicated mathematical examine via 14 case reports which, generally, describe computations underpinning new theoretical effects. The authors of the chapters have been selected either for his or her services within the specific box and for his or her cutting edge use of Magma. even if in no way exhaustive, the subjects diversity over a lot of Magma's insurance of algorithmic algebra: from quantity idea and algebraic geometry, through illustration thought and team conception to a few branches of discrete arithmetic and graph concept. A simple advent to the Magma language is given in an appendix. The booklet is concurrently a call for participation to benefit a brand new programming language within the context of up to date learn difficulties, and an exposition of the kinds of challenge that may be investigated utilizing computational algebra.

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Regression avec R by Pierre-André Cornillon, Eric Matzner-Løber (auth.)

By Pierre-André Cornillon, Eric Matzner-Løber (auth.)

Cet ouvrage reveal en détail l'une des méthodes statistiques les plus courantes : l. a. régression. Il concilie théorie et functions, en insistant notamment sur l'analyse de données réelles avec le logiciel R.

Les premiers chapitres sont consacrés � los angeles régression linéaire basic et a number of, et expliquent les fondements de l. a. méthode, tant au niveau des choix opérés que des hypothèses et de leur utilité. Puis ils développent les outils permettant de vérifier les hypothèses de base mises en œuvre par l. a. régression, et présentent les modèles d'analyse de los angeles variance et covariance. go well with l’analyse du choix de modèle en régression a number of. Les derniers chapitres présentent certaines extensions de l. a. régression, comme l. a. régression sous contraintes (ridge, lasso et lars), los angeles régression sur composantes (PCR et PLS), et, enfin, introduisent � l. a. régression non paramétrique (spline et noyau).

La présentation témoigne d'un réel souci pédagogique des auteurs qui bénéficient d'une expérience d'enseignement auprès de publics très variés. Les résultats exposés sont replacés dans los angeles standpoint de leur utilité pratique grâce � l'analyse d'exemples concrets. Les commandes permettant le traitement des exemples sous le logiciel R figurent dans le corps du texte. Chaque chapitre est complété par une suite d'exercices corrigés. Le niveau mathématique requis rend ce livre available aux élèves ingénieurs, aux étudiants de niveau grasp et aux chercheurs actifs dans divers domaines des sciences appliquées.

Vous pouvez télécharger les exercices corrigés ainsi que les commandes R de l’ouvrage sur ce website (voir rubrique « Informations complémentaires » sur los angeles colonne de droite).

Pierre-André Cornillon est Maître de Conférences � l’université Rennes-2-Haute-Bretagne.

Eric Matzner-Løber est Professeur � l’université Rennes-2-Haute-Bretagne.

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Mastering R for Quantitative Finance by Edina Berlinger, Ferenc Illes, Milan Badics, Adam Banai,

By Edina Berlinger, Ferenc Illes, Milan Badics, Adam Banai, Gergely Daróczi, Barbara Domotor, Gergely Gabler, Daniel Havran, Peter Juhasz, Istvan Margitai, Balazs Markus, Peter Medvegyev, Julia Molnar, Balazs Arpad Szucs, Agnes Tuza, Tamas Vadasz, Kata Várad

R is a robust open resource practical programming language that gives excessive point images and interfaces to different languages. Its power lies in facts research, photos, visualization, and knowledge manipulation. R is changing into a typical modeling software in technological know-how, engineering, and business.

The ebook is geared up as a step by step useful consultant to utilizing R. beginning with time sequence research, additionally, you will methods to forecast the quantity for VWAP buying and selling. between different themes, the e-book covers FX derivatives, rate of interest derivatives, and optimum hedging. The final chapters offer an summary on liquidity hazard administration, danger measures, and more.

The booklet pragmatically introduces either the quantitative finance techniques and their modeling in R, allowing you to construct a tailored buying and selling approach by yourself. by way of the top of the e-book, you'll be good versed with a number of monetary options utilizing R and may have the ability to position reliable bets whereas making monetary judgements.

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Symbolic Computation And Education by Dongming Wang

By Dongming Wang

With 14 chapters written via top specialists and educators, this e-book covers a variety of subject matters from educating philosophy and curriculum improvement to symbolic and algebraic manipulation and automatic geometric reasoning, and to the layout and implementation of academic software program and built-in instructing and studying environments. The booklet may perhaps function an invaluable reference for researchers, educators, and different pros drawn to constructing, utilizing, and training methodologies and software program instruments of symbolic computation for schooling from the secondary to the undergraduate point.

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Crystal Reports Professional Results by George Peck

By George Peck

Create presentation-quality reviews and complicated, interactive research files either off and on the internet with aid from this thorough source. learn how to use this strong reporting software to enhance and layout stories, make maps, tables, and charts, and lots more and plenty extra. Produce visually beautiful reviews fast and successfully, extract and current facts from SQL databases, obtain ready-to-use pattern document templates. Get the data, suggestion, and instruments you’ll have to overcome the training curve and convey profitable studies and report-based functions.

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Regression Modeling Strategies: With Applications to Linear by Frank E. Harrell Jr.

By Frank E. Harrell Jr.

Many texts are first-class resources of information approximately person statistical instruments, however the paintings of knowledge research is set selecting and utilizing a number of instruments. rather than featuring remoted options, this article emphasizes challenge fixing suggestions that deal with the numerous concerns coming up while constructing multivariable types utilizing genuine information and never average textbook examples. It comprises imputation equipment for facing lacking facts successfully, equipment for facing nonlinear relationships and for making the estimation of changes a proper a part of the modeling approach, equipment for facing "too many variables to investigate and never adequate observations," and strong version validation options in response to the bootstrap. this article realistically offers with version uncertainty and its results on inference to accomplish "safe facts mining".

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Mathematical Statistics and Limit Theorems: Festschrift in by Marc Hallin, David M. Mason, Dietmar Pfeifer, Josef G.

By Marc Hallin, David M. Mason, Dietmar Pfeifer, Josef G. Steinebach

This Festschrift in honour of Paul Deheuvels’ sixty fifth birthday compiles fresh examine leads to the world among mathematical facts and chance concept with a distinct emphasis on restrict theorems. The ebook brings jointly contributions from invited overseas specialists to supply an up to date survey of the field.

Written in textbook variety, this number of unique fabric addresses researchers, PhD and complex grasp scholars with a fantastic clutch of mathematical facts and chance theory.

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