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Bücher Englische Bücher Wissen & Bildung Geisteswissenschaft, Kunst, Musik Geschichte Altertum Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling
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Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling
(Taschenbuch, Englisch)
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Beschreibung
This volume deals with the pressing issue of uncertainty in archaeological modeling. Detecting where and when uncertainty is introduced to the modeling process is critical, as are strategies for minimizing, reconciling, or accommodating such uncertainty. Included chapters provide unique perspectives on uncertainty in archaeological modeling, ranging in both theoretical and methodological… orientation. The strengths and weaknesses of various identification and mitigation techniques are discussed, in particular sensitivity analysis. The chapters demonstrate that for archaeological modeling purposes, there is no quick fix for uncertainty; indeed, each archaeological model requires intensive consideration of uncertainty and specific applications for calibration and validation. As very few such techniques have been problematized in a systematic manner or published in the archaeological literature, this volume aims to provide guidance and direction to other modelers in the field by distilling some basic principles for model testing derived from insight gathered in the case studies presented. Additionally, model applications and their attendant uncertainties are presented from distinct spatio-temporal contexts and will appeal to a broad range of archaeological modelers. This volume will also be of interest to non-modeling archaeologists, as consideration of uncertainty when interpreting the archaeological record is also a vital concern for the development of non-formal (or implicit) models of human behavior in the past. 53,49 €
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Technische Daten
Erscheinungsdatum
26.05.2018
Sprache
Englisch
EAN
9783319802251
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Interdisciplinary Contributions to Archaeology
Sonderedition
Nein
Seitenanzahl
175
Auflage
Softcover reprint of the original 1st edition 2016
Einbandart
Taschenbuch
Schlagwörter
Agent based modeling (ABM), Differential criteria weighting, Empirical data set mining and inductive pattern recognition, Geographic and behavioral criteria for archaeological models, Linear versus non-linear modeling, Sensitivity Analysis (SA), Simulative, predictive, and heuristic frameworks in archaeology
Thema-Inhalt
NK - Archäologie
UXJ - Computer-Anwendungen in den Sozial- und Verhaltenswissenschaften
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Birkhäuser, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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