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Classical and Bayesian Statistical Approaches in Infectious Disease Data Analysis

This open access book is a comprehensive guide that delves into the statistical methodologies used in public health and infectious disease surveillance. It contrasts the foundational principles and methodologies of both Bayesian and Frequentist statistical approaches, providing a detailed exploratio...

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Główni autorzy: Khan, Noor Muhammad, Baldi, Ileana, Chiaruttini, Maria Vittoria, Gregori, Dario
Format: Online
Język:angielski
Wydane: Springer Nature 2025
Hasła przedmiotowe:
Open Access
Infectious disease statistics
Bayesian vs. Frequentist
Public health data analysis
Statistical methods in epidemiology
Bayesian analysis in public health
Frequentist approach in disease surveillance
Infectious disease surveillance techniques
Statistical guidance for infection data
Bayesian statistical methods
Frequentist statistical principles
Comparative statistical methodologies
Practical statistical applications in health
Infectious disease data analysis
thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics
thema EDItEUR::M Medicine and Nursing::MB Medicine: general issues::MBN Public health and preventive medicine::MBNS Epidemiology and Medical statistics
thema EDItEUR::M Medicine and Nursing::MB Medicine: general issues::MBN Public health and preventive medicine
thema EDItEUR::M Medicine and Nursing::MJ Clinical and internal medicine::MJC Diseases and disorders
thema EDItEUR::P Mathematics and Science::PB Mathematics::PBT Probability and statistics::PBTB Bayesian inference
Dostęp online:ONIX_20251128T131701_9783032067470_13
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ONIX_20251128T131701_9783032067470_13

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