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Applying Quantitative Bias Analysis to Epidemiologic Data

Jezik EngleskiEngleski
Knjiga Tvrdi uvez
Knjiga Applying Quantitative Bias Analysis to Epidemiologic Data Timothy L. Lash
Libristo kod: 37153411
Nakladnici Springer Nature Switzerland AG, ožujak 2022
This textbook and guide focuses on methodologies for bias analysis in epidemiology and public health... Cijeli opis
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This textbook and guide focuses on methodologies for bias analysis in epidemiology and public health, not only providing updates to the first edition but also further developing methods and adding new advanced methods.As computational power available to analysts has improved and epidemiologic problems have become more advanced, missing data, Bayes, and empirical methods have become more commonly used. This new edition features updated examples throughout and adds coverage addressing: Measurement error pertaining to continuous and polytomous variables Methods surrounding person-time (rate) data Bias analysis using missing data, empirical (likelihood), and Bayes methods A unique feature of this revision is its section on best practices for implementing, presenting, and interpreting bias analyses. Pedagogically, the text guides students and professionals through the planning stages of bias analysis, including the design of validation studies and the collection of validity data from other sources. Three chapters present methods for corrections to address selection bias, uncontrolled confounding, and measurement errors, and subsequent sections extend these methods to probabilistic bias analysis, missing data methods, likelihood-based approaches, Bayesian methods, and best practices.

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Informacije o knjizi

Puni naziv Applying Quantitative Bias Analysis to Epidemiologic Data
Jezik Engleski
Uvez Knjiga - Tvrdi uvez
Datum izdanja 2022
Broj stranica 467
EAN 9783030826727
ISBN 3030826724
Libristo kod 37153411
Težina 856
Dimenzije 241 x 162 x 35
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