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The present book is based on a course developed as partofthe large
NSF-funded
GatewayCoalitionInitiativeinEngineeringEducationwhichincludedCaseWest
ern Reserve University, Columbia University, Cooper Union, Drexel
University, Florida International University, New Jersey Institute
ofTechnology, Ohio State University, University ofPennsylvania,
Polytechnic University, and Universityof South Carolina. The
Coalition aimed to restructure the engineering curriculum by
incorporating the latest technological innovations and tried to
attract more and betterstudents to engineering and science.
Draftsofthis textbookhave been used since
1992instatisticscoursestaughtatCWRU, IndianaUniversity,
Bloomington, and at the universities in Gottingen, Germany, and
Grenoble, France. Another purpose of this project was to develop a
courseware that would take advantage ofthe Electronic Learning
Environment created by CWRUnet-the all fiber-optic Case Western
Reserve University computer network, and its ability to let
students run Mathematica experiments and projects in their
dormitory rooms, and interactpaperlessly with the instructor.
Theoretically, onecould try togothroughthisbook withoutdoing
Mathematica experimentsonthecomputer,
butitwouldbelikeplayingChopin's Piano Concerto in E-minor, or Pink
Floyd's The Wall, on an accordion. One would get an idea ofwhatthe
tune was without everexperiencing the full richness andpowerofthe
entire composition, and the whole ambience would be miscued."
The present book is based on a course developed as partofthe large
NSF-funded
GatewayCoalitionInitiativeinEngineeringEducationwhichincludedCaseWest
ern Reserve University, Columbia University, Cooper Union, Drexel
University, Florida International University, New Jersey Institute
ofTechnology, Ohio State University, University ofPennsylvania,
Polytechnic University, and Universityof South Carolina. The
Coalition aimed to restructure the engineering curriculum by
incorporating the latest technological innovations and tried to
attract more and betterstudents to engineering and science.
Draftsofthis textbookhave been used since
1992instatisticscoursestaughtatCWRU, IndianaUniversity,
Bloomington, and at the universities in Gottingen, Germany, and
Grenoble, France. Another purpose of this project was to develop a
courseware that would take advantage ofthe Electronic Learning
Environment created by CWRUnet-the all fiber-optic Case Western
Reserve University computer network, and its ability to let
students run Mathematica experiments and projects in their
dormitory rooms, and interactpaperlessly with the instructor.
Theoretically, onecould try togothroughthisbook withoutdoing
Mathematica experimentsonthecomputer,
butitwouldbelikeplayingChopin's Piano Concerto in E-minor, or Pink
Floyd's The Wall, on an accordion. One would get an idea ofwhatthe
tune was without everexperiencing the full richness andpowerofthe
entire composition, and the whole ambience would be miscued."
Ce livre est destine a tous ceux, mathematiciens ou non, qui
souhaitent acquerir une maitrise pratique de l'outil probabiliste
dans ses applications les plus courantes. L'elaboration d'un modele
probabiliste conduit, en dehors de cas particuliers de faible
interet pratique, a des problemes theoriques difficiles qui sont
vite hors de portee de l'utilisateur (comme d'ailleurs souvent du
probabiliste professionnel). La validation d'un tel modele passe
alors necessairement par la simulation, qui ne met en jeu en
general que des procedures extremement simples. Apprendre a
utiliser les modeles stochastiques, ecrire pour eux des programmes
de simulation efficaces, prevoir leurs performances et analyser
leurs resultats est l'objectif principal de ce livre.
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