Monte-Carlo Simulation-Based Statistical Modeling (ICSA Book Series in Statistics)

ISBN 10: 9811033064 / ISBN 13: 9789811033063

Verlag: Springer, 2017

Beschreibung

New. Bestandsnummer des Verkäufers D8F0-0-M-9811033064-6

Bibliografische Details

Titel: Monte-Carlo Simulation-Based Statistical ...

Verlag: Springer

Erscheinungsdatum: 2017

Einband: Hardcover

Zustand: New

Art des Buches: book

Über diesen Titel

Inhaltsangabe:

THIS BOOK BRINGS TOGETHER EXPERT RESEARCHERS ENGAGED IN MONTE-CARLO SIMULATION-BASED STATISTICAL MODELING, OFFERING THEM A FORUM TO PRESENT AND DISCUSS RECENT ISSUES IN METHODOLOGICAL DEVELOPMENT AS WELL AS PUBLIC HEALTH APPLICATIONS. IT IS DIVIDED INTO THREE PARTS, WITH THE FIRST PROVIDING AN OVERVIEW OF MONTE-CARLO TECHNIQUES, THE SECOND FOCUSING ON MISSING DATA MONTE-CARLO METHODS, AND THE THIRD ADDRESSING BAYESIAN AND GENERAL STATISTICAL MODELING USING MONTE-CARLO SIMULATIONS. THE DATA AND COMPUTER PROGRAMS USED HERE WILL ALSO BE MADE PUBLICLY AVAILABLE, ALLOWING READERS TO REPLICATE THE MODEL DEVELOPMENT AND DATA ANALYSIS PRESENTED IN EACH CHAPTER, AND TO READILY APPLY THEM IN THEIR OWN RESEARCH. FEATURING HIGHLY TOPICAL CONTENT, THE BOOK HAS THE POTENTIAL TO IMPACT MODEL DEVELOPMENT AND DATA ANALYSES ACROSS A WIDE SPECTRUM OF FIELDS, AND TO SPARK FURTHER RESEARCH IN THIS DIRECTION.