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Statistics in Clinical and Observational Vaccine Studies

  • Jozef┬áNauta
Book

Part of the Springer Series in Pharmaceutical Statistics book series (SSPS)

Table of contents

  1. Front Matter
    Pages i-xxii
  2. The Interplay Between Microorganisms and the Immune System

    1. Front Matter
      Pages 1-1
    2. Jozef Nauta
      Pages 3-13
    3. Jozef Nauta
      Pages 15-19
  3. Analysis of Immunogenicity Data

  4. Vaccine Field Studies

    1. Front Matter
      Pages 89-89
    2. Jozef Nauta
      Pages 91-111
    3. Jozef Nauta
      Pages 113-127
    4. Jozef Nauta
      Pages 129-150
  5. Correlates of Protection

    1. Front Matter
      Pages 161-161
    2. Jozef Nauta
      Pages 163-173
  6. Analysis of Vaccine Safety Data

    1. Front Matter
      Pages 175-175
    2. Jozef Nauta
      Pages 177-188
  7. Back Matter
    Pages 189-234

About this book

Introduction

This book offers an overview of the statistical methods used in clinical and observational vaccine studies. Pursuing a practical rather than theoretical approach, it presents a range of real-world examples with SAS codes, making the application of the methods straightforward.

This revised edition has been significantly expanded to reflect the current interest in this area. It opens with two introductory chapters on the immunology of vaccines to provide readers with the necessary background knowledge. It then continues with an in-depth exploration of the analysis of immunogenicity data. Discussed are, amongst others, maximum likelihood estimation for censored antibody titers, ANCOVA for antibody values, analysis of data of equivalence, and non-inferiority immunogenicity studies. Other topics covered include fitting protection curves to data from vaccine efficacy studies, and the analysis of vaccine safety data.

In addition, the book features four new chapters on vaccine field studies: an introductory one, one on randomized vaccine efficacy studies, one on observational vaccine effectiveness studies, and one on the meta-analysis of vaccine efficacy studies.

The book offers useful insights for statisticians and epidemiologists working in the pharmaceutical industry or at vaccines institutes, as well as graduate students interested in pharmaceutical statistics.

Keywords

Vaccine Immunology Statistical Analysis of Vaccine Trials Data Vaccine Equivalence and Non-Inferiority Immunogenicity Trials Vaccine Field Efficacy Trials Meta-Analysis Safety of Vaccines Vaccine Effectiveness Studies ANCOVA

Authors and affiliations

  • Jozef┬áNauta
    • 1
  1. 1.AmsterdamThe Netherlands

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-030-37693-2
  • Copyright Information Springer Nature Switzerland AG 2020
  • Publisher Name Springer, Cham
  • eBook Packages Mathematics and Statistics
  • Print ISBN 978-3-030-37692-5
  • Online ISBN 978-3-030-37693-2
  • Series Print ISSN 2366-8695
  • Series Online ISSN 2366-8709
  • Buy this book on publisher's site
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