Challenges in Estimating the Impact of Vaccination with Sparse Data

Kayoko Shioda; Cynthia Schuck-Paim; Robert J. Taylor; Roger Lustig; Lone Simonsen; Joshua L. Warren; Daniel M. Weinberger

doi:10.1097/EDE.0000000000000938

Challenges in Estimating the Impact of Vaccination with Sparse Data

Kayoko Shioda, Cynthia Schuck-Paim, Robert J. Taylor, Roger Lustig, Lone Simonsen, Joshua L. Warren, Daniel M. Weinberger

Global Health Section

6 Citations (Scopus)

32 Downloads (Pure)

Original language	English
Journal	Epidemiology
Volume	30
Issue number	1
Pages (from-to)	61-68
Number of pages	8
ISSN	1044-3983
DOIs	https://doi.org/10.1097/EDE.0000000000000938
Publication status	Published - 1 Jan 2019

Keywords

Bayesian analysis
Brazil
Down-sampling analysis
Hospital admission
Pneumococcal conjugate vaccine
Pneumonia
Sparse data
Synthetic control method
Vaccine program evaluation

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1097/EDE.0000000000000938Licence: CC BY

Challenges in Estimating the Impact of Vaccination with Sparse DataFinal published version, 611 KBLicence: CC BY

Cite this

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title = "Challenges in Estimating the Impact of Vaccination with Sparse Data",

keywords = "Bayesian analysis, Brazil, Down-sampling analysis, Hospital admission, Pneumococcal conjugate vaccine, Pneumonia, Sparse data, Synthetic control method, Vaccine program evaluation",

author = "Kayoko Shioda and Cynthia Schuck-Paim and Taylor, {Robert J.} and Roger Lustig and Lone Simonsen and Warren, {Joshua L.} and Weinberger, {Daniel M.}",

year = "2019",

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T1 - Challenges in Estimating the Impact of Vaccination with Sparse Data

AU - Shioda, Kayoko

AU - Schuck-Paim, Cynthia

AU - Taylor, Robert J.

AU - Lustig, Roger

AU - Simonsen, Lone

AU - Warren, Joshua L.

AU - Weinberger, Daniel M.

PY - 2019/1/1

Y1 - 2019/1/1

KW - Bayesian analysis

KW - Brazil

KW - Down-sampling analysis

KW - Hospital admission

KW - Pneumococcal conjugate vaccine

KW - Pneumonia

KW - Sparse data

KW - Synthetic control method

KW - Vaccine program evaluation

U2 - 10.1097/EDE.0000000000000938

DO - 10.1097/EDE.0000000000000938

M3 - Journal article

C2 - 30334918

SN - 1044-3983

VL - 30

SP - 61

EP - 68

JO - Epidemiology

JF - Epidemiology

IS - 1

ER -

Challenges in Estimating the Impact of Vaccination with Sparse Data

Keywords

UN SDGs

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