Every Coin Has Two Sides
close menu
Bookswagon
search
My Account
Book 1
Book 2
Book 3
Book 1
Book 2
Book 3
Book 1
Book 2
Book 3
Book 1
Book 2
Book 3
Home > Mathematics and Science books > Mathematics > Probability and statistics > Every Coin Has Two Sides: An Introduction to Causal Inference in Pharmaceutical Statistics(Chapman & Hall/CRC Biostatistics Series)
Every Coin Has Two Sides: An Introduction to Causal Inference in Pharmaceutical Statistics(Chapman & Hall/CRC Biostatistics Series)

Every Coin Has Two Sides: An Introduction to Causal Inference in Pharmaceutical Statistics(Chapman & Hall/CRC Biostatistics Series)


     0     
5
4
3
2
1



Out of Stock


Notify me when this book is in stock
X
About the Book

Every Coin Has Two Sides: An Introduction to Causal Inference in Pharmaceutical Statistics introduces basic and advanced statistical inference methods and causal inference methods relevant to pharmaceutical statics. This book distills seventy fundamental ideas and concepts—symbolized as gold coins, each with two sides—essential for mastering asymptotic statistics, causal inference, semiparametric statistics, and targeted learning. This book covers causal thinking that has increasingly become important in the planning, design, conduct, analysis, and interpretation of clinical studies. Progressing from basic statistical concepts to advanced targeted learning techniques, the book highlights the fusion of two cultures of statistical modelling. This book is suitable for graduate students in statistics, biostatistics, public health, and data science who are looking to pursue a career in the pharmaceutical industry, as well as for clinical statisticians and epidemiologists working in the pharmaceutical industry.

Key Features:

  • Causal inference book for clinical statisticians in the pharmaceutical industry and graduate students
  • Introduction to asymptotic statistics, causal inference, semiparametric statistics, and targeted learning
  • Aligning with FDA and ICH guidance documents and covering different stages of clinical studies
  • Seventy fundamental ideas and concepts—symbolized as gold coins, each with two sides


Table of Contents:

Preface I An Introduction to Asymptotic Statistics 1 The Number Two 2 Fundamentals of Asymptotic Statistics 3 Statistical Inference 4 Maximum Likelihood Estimation (MLE) 5 Minimum Loss Estimation (MLE) II An Introduction to Causal Inference 6 Potential Outcomes 7 Study Designs 8 Estimand 9 Estimator 10 Sensitivity Analysis III An Introduction to Semiparametric Statistics 11 Regular and Asymptotically Linear Estimator 12 Efficient Influence Function 13 A Convenient Approach 14 Missing Data 15 Longitudinal Data IV An Introduction to Targeted Learning 16 Super Learning 17 Targeted Learning 18 Implementation 19 Intercurrent Events 20 Fusion of Two Cultures Bibliography Index



About the Author :

Yixin Fang is Director of Statistics and Senior 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. He is an elected Fellow of the American Statistical Association.


Best Sellers


Product Details
  • ISBN-13: 9781040597408
  • Publisher: Taylor & Francis Ltd
  • Publisher Imprint: Chapman and Hall
  • Language: English
  • Sub Title: An Introduction to Causal Inference in Pharmaceutical Statistics
  • ISBN-10: 1040597408
  • Publisher Date: 25 Aug 2026
  • Binding: Digital (delivered electronically)
  • Series Title: Chapman & Hall/CRC Biostatistics Series


Similar Products

Add Photo
Add Photo

Customer Reviews

REVIEWS      0     
Click Here To Be The First to Review this Product
Every Coin Has Two Sides: An Introduction to Causal Inference in Pharmaceutical Statistics(Chapman & Hall/CRC Biostatistics Series)
Taylor & Francis Ltd -
Every Coin Has Two Sides: An Introduction to Causal Inference in Pharmaceutical Statistics(Chapman & Hall/CRC Biostatistics Series)
Writing guidlines
We want to publish your review, so please:
  • keep your review on the product. Review's that defame author's character will be rejected.
  • Keep your review focused on the product.
  • Avoid writing about customer service. contact us instead if you have issue requiring immediate attention.
  • Refrain from mentioning competitors or the specific price you paid for the product.
  • Do not include any personally identifiable information, such as full names.

Every Coin Has Two Sides: An Introduction to Causal Inference in Pharmaceutical Statistics(Chapman & Hall/CRC Biostatistics Series)

Required fields are marked with *

Review Title*
Review
    Add Photo Add up to 6 photos
    Would you recommend this product to a friend?
    Tag this Book Read more
    Does your review contain spoilers?
    What type of reader best describes you?
    I agree to the terms & conditions
    You may receive emails regarding this submission. Any emails will include the ability to opt-out of future communications.

    CUSTOMER RATINGS AND REVIEWS AND QUESTIONS AND ANSWERS TERMS OF USE

    These Terms of Use govern your conduct associated with the Customer Ratings and Reviews and/or Questions and Answers service offered by Bookswagon (the "CRR Service").


    By submitting any content to Bookswagon, you guarantee that:
    • You are the sole author and owner of the intellectual property rights in the content;
    • All "moral rights" that you may have in such content have been voluntarily waived by you;
    • All content that you post is accurate;
    • You are at least 13 years old;
    • Use of the content you supply does not violate these Terms of Use and will not cause injury to any person or entity.
    You further agree that you may not submit any content:
    • That is known by you to be false, inaccurate or misleading;
    • That infringes any third party's copyright, patent, trademark, trade secret or other proprietary rights or rights of publicity or privacy;
    • That violates any law, statute, ordinance or regulation (including, but not limited to, those governing, consumer protection, unfair competition, anti-discrimination or false advertising);
    • That is, or may reasonably be considered to be, defamatory, libelous, hateful, racially or religiously biased or offensive, unlawfully threatening or unlawfully harassing to any individual, partnership or corporation;
    • For which you were compensated or granted any consideration by any unapproved third party;
    • That includes any information that references other websites, addresses, email addresses, contact information or phone numbers;
    • That contains any computer viruses, worms or other potentially damaging computer programs or files.
    You agree to indemnify and hold Bookswagon (and its officers, directors, agents, subsidiaries, joint ventures, employees and third-party service providers, including but not limited to Bazaarvoice, Inc.), harmless from all claims, demands, and damages (actual and consequential) of every kind and nature, known and unknown including reasonable attorneys' fees, arising out of a breach of your representations and warranties set forth above, or your violation of any law or the rights of a third party.


    For any content that you submit, you grant Bookswagon a perpetual, irrevocable, royalty-free, transferable right and license to use, copy, modify, delete in its entirety, adapt, publish, translate, create derivative works from and/or sell, transfer, and/or distribute such content and/or incorporate such content into any form, medium or technology throughout the world without compensation to you. Additionally,  Bookswagon may transfer or share any personal information that you submit with its third-party service providers, including but not limited to Bazaarvoice, Inc. in accordance with  Privacy Policy


    All content that you submit may be used at Bookswagon's sole discretion. Bookswagon reserves the right to change, condense, withhold publication, remove or delete any content on Bookswagon's website that Bookswagon deems, in its sole discretion, to violate the content guidelines or any other provision of these Terms of Use.  Bookswagon does not guarantee that you will have any recourse through Bookswagon to edit or delete any content you have submitted. Ratings and written comments are generally posted within two to four business days. However, Bookswagon reserves the right to remove or to refuse to post any submission to the extent authorized by law. You acknowledge that you, not Bookswagon, are responsible for the contents of your submission. None of the content that you submit shall be subject to any obligation of confidence on the part of Bookswagon, its agents, subsidiaries, affiliates, partners or third party service providers (including but not limited to Bazaarvoice, Inc.)and their respective directors, officers and employees.

    Accept


    Inspired by your browsing history


    Your review has been submitted!

    You've already reviewed this product!