Download Generalized linear models - a Bayesian perspective by Dipak K. Dey, Sujit K. Ghosh, Bani K. Mallick PDF

By Dipak K. Dey, Sujit K. Ghosh, Bani K. Mallick

Describes tips on how to conceptualize, practice, and critique conventional generalized linear types (GLMs) from a Bayesian viewpoint and the way to take advantage of smooth computational easy methods to summarize inferences utilizing simulation, protecting random results in generalized linear combined versions (GLMMs) with defined examples. Considers parametric and semiparametric methods to overdispersed GLMs, applies Bayesian GLMs to US mortality info, and provides equipment of examining correlated binary facts utilizing latent variables. Describes and analyzes merchandise reaction modeling for express information, and gives variable choice equipment utilizing the Gibbs sampler for Cox versions. Dey is professor and head of the dep. of facts on the collage of Connecticut-Storrs

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Download Fuzzy Logic and Probability Applications: A Practical Guide by Timothy J. Ross, Jane M. Booker, W. Jerry Parkinson PDF

By Timothy J. Ross, Jane M. Booker, W. Jerry Parkinson

Probabilists and fuzzy lovers are inclined to disagree approximately which philosophy is healthier they usually not often interact. hence, textbooks frequently recommend just one of those tools for challenge fixing, yet no longer either. This ebook, with contributions from 15 specialists in chance and fuzzy common sense, is an exception. The contributing authors, investigators from either fields, have mixed their abilities to supply a realistic consultant displaying that either fuzzy good judgment and likelihood have their position on the planet of challenge fixing. They interact with mutual profit for either disciplines, delivering scientists and engineers with examples of and perception into the easiest instrument for fixing difficulties regarding uncertainty.

Fuzzy good judgment and chance functions: Bridging the distance makes a good attempt to teach either the shortcomings and advantages of every strategy, or even demonstrates valuable mixtures of the 2. It presents transparent descriptions of either fuzzy common sense and likelihood, in addition to the theoretical heritage, examples, and functions from either fields, making it an invaluable hands-on workbook for contributors of either camps. It includes adequate thought and references to basic paintings to supply company flooring for either engineers and scientists on the undergraduate point and above. Readers must have a familiarity with arithmetic via calculus.

Use of this publication isn't really limited to a selected path or program. it may be utilized in educating chance, fuzzy common sense, common challenge fixing, or in any direction within which likelihood and fuzzy common sense are usually not more often than not taught jointly. It has purposes on top of things thought and synthetic intelligence, wisdom acquisition/management, and risk/reliability research.

Contents Foreword via Lotfi A. Zadeh; Foreword via Patrick Suppes; Preface; half I: basics; bankruptcy 1: creation; bankruptcy 2: Fuzzy Set idea, Fuzzy common sense, and Fuzzy platforms; bankruptcy three: chance idea; bankruptcy four: Bayesian equipment; bankruptcy five: concerns for utilizing Fuzzy Set concept and likelihood conception; bankruptcy 6: instructions for Eliciting professional Judgment as percentages or Fuzzy common sense; half II: functions; bankruptcy 7: snapshot Enhancement: chance as opposed to Fuzzy professional platforms; bankruptcy eight: Engineering method keep an eye on; bankruptcy nine: Structural safeguard research: A mixed Fuzzy and chance procedure; bankruptcy 10: plane Integrity and Reliability; bankruptcy eleven: automobile Reliability venture; bankruptcy 12: keep an eye on Charts for Statistical strategy keep an eye on; bankruptcy thirteen: Fault Tree good judgment versions; bankruptcy 14: Uncertainty Distributions utilizing Fuzzy good judgment; bankruptcy 15: sign Validation utilizing Bayesian trust Networks and Fuzzy good judgment; Index.

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Download Campionamento da popolazioni finite: Il disegno campionario by Pier Luigi Conti, Daniela Marella PDF

By Pier Luigi Conti, Daniela Marella

- Approccio "dal basso verso l'alto" (si parte da aspetti elementari che vengono through through resi più complessi)
- Presenza di numerosi esempi e dataset
- Accessibilità con una preparazione elementare in matematica e statistica
- Cura di aspetti algoritmici relativi alla selezione di unità da popolazioni

Questo quantity è dedicato al campionamento da popolazioni finite. L'esposizione della materia procede in line with gradi, partendo dal disegno semplice e introducendo through through successive generalizzazioni. In questo modo il lettore è condotto advert apprendere i temi del campionamento in modo piano e graduale.
Una particolare enfasi è information al ruolo svolto dal disegno di campionamento, di cui si curano non solo gli aspetti teorici, ma anche (soprattutto) quelli algoritmici. Questi ultimi, in generale, costituiscono una parte rilevante della trattazione, evitando che si crei un hole tra teoria e pratica e fornendo al lettore strumenti pratici according to applicare le metodologie esposte.
L'apprendimento della materia è facilitato da un'ampia serie di esempi ed esercizi, molti dei quali basati su dataset scaricabili dalla pagina internet: http://extras.springer.com.

Content point » reduce undergraduate

Parole chiavi Campioni - Piani di campionamento - Popolazioni - Stima statistica - Trattamento dei dati statistici

Argomenti correlati Scienze sociali e diritto - Statistica computazionale - Teoria e metodi statistici

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Download Probability Essentials (Universitext) by Jean Jacod, Philip Protter PDF

By Jean Jacod, Philip Protter

This advent can be utilized, at first graduate point, for a one-semester path on chance idea or for self-direction with out advantage of a proper path; the degree thought wanted is constructed within the textual content. it's going to even be worthy for college students and lecturers in comparable parts corresponding to finance concept, electric engineering, and operations study. The textual content covers the necessities in a directed and lean means with 28 brief chapters, and assumes simply an undergraduate history in arithmetic. Readers are taken correct as much as an information of the fundamentals of Martingale concept, and the pupil could be able to proceed with the examine of extra complex themes, corresponding to Brownian movement and Ito Calculus, or Statistical Inference.

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Download The doctrine of chances; or, A method of calculating the by Abraham de Moivre PDF

By Abraham de Moivre

Within the yr 1716 Abraham de Moivre released his Doctrine of percentages, within which the topic of Mathematical chance took numerous lengthy strides ahead. many years later got here his Treatise of Annuities. whilst the 3rd (and ultimate) version of the Doctrine was once released in 1756 it seemed in a single quantity including a revised variation of the paintings on Annuities. it truly is this latter two-volumes-in-one that's provided right here in a precise photographic reprint, with a chain of difficulties of innovative curiosity, by way of complete options and an afterword through H.M. Walker.

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Download Structural Equations with Latent Variables by Kenneth A. Bollen PDF

By Kenneth A. Bollen

Publish 12 months note: First released April twenty eighth 1989
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A finished advent to the final constitution equation systems--commonly referred to as the LISREL model--used for quantitative study within the social sciences. Unified strategy provides direction research, recursive and nonrecursive types, classical econometrics, and confirmatory issue research as designated circumstances of a common version. additionally discusses software of those recommendations to empirical examples, together with a few LISREL and EQS courses.

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