Causal Inference in Pharmaceutical Statistics

Dekorationsartikel gehören nicht zum Leistungsumfang.

Sprache: Englisch

135,95 €

inkl. MwSt.

Versandkostenfrei per Post / DHL

Lieferzeit 1-2 Wochen

Kategorien:

Beschreibung

Causal Inference in Pharmaceutical Statistics introduces the basic concepts and fundamental methods of causal inference relevant to pharmaceutical statistics. This book covers causal thinking for different types of commonly used study designs in the pharmaceutical industry.

Über den Autor

Yixin Fang, Ph.D. is Director of Statistics and Research Fellow at AbbVie Inc. He obtained his Ph.D. in Statistics from Columbia University and is an experienced statistician and data scientist who has a history of working in both the biopharmaceutical industry and academia.

Inhaltsverzeichnis

Preface

1. Introduction

2. Randomized Controlled Clinical Trials

3. Missing Data Handling

4. Intercurrent Events Handling

5. Longitudinal Studies

6. Real-World Evidence Studies

7. The Art of Estimation (I): M-estimation

8. The Art of Estimation (II): TMLE

9. The Art of Estimation (III): LTMLE

10. Sensitivity Analysis

11. A Roadmap for Causal Inference

12. Applications of the Roadmap

Bibliography

Details

Erscheinungsjahr:	2024
Fachbereich:	Wahrscheinlichkeitstheorie
Genre:	Importe , Mathematik
Rubrik:	Naturwissenschaften & Technik
Medium:	Buch
ISBN-13:	9781032560144
ISBN-10:	1032560142
Sprache:	Englisch
Einband:	Gebunden
Autor:	Fang, Yixin
Hersteller:	Chapman and Hall/CRC
Verantwortliche Person für die EU:	Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße:	240 x 161 x 18 mm
Von/Mit:	Yixin Fang
Erscheinungsdatum:	24.06.2024
Gewicht:	0,537 kg