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Estimands for Repeated Continuous Outcomes

Estimands for Repeated Continuous Outcomes

FromThe Effective Statistician - in association with PSI


Estimands for Repeated Continuous Outcomes

FromThe Effective Statistician - in association with PSI

ratings:
Length:
33 minutes
Released:
Dec 18, 2023
Format:
Podcast episode

Description

How do we define estimates effectively?
What challenges arise in estimating treatment policy, particularly in the context of missing data and patient discontinuation?
How can statistical approaches be communicated more transparently to both experts and the broader audience?

In this episode, Oliver Keene and I delve into the realm of estimating treatment effects with continuous outcomes over time. We also delve into the article by Natey Ting, published in 2023, advocating for a reevaluation of estimation techniques. Ting's emphasis on the last observation analysis sparks a robust discussion as we dissect its applicability in the context of treatment policy and its potential limitations.

We also discuss the following key points:
Released:
Dec 18, 2023
Format:
Podcast episode

Titles in the series (100)

The podcast from statisticians for statisticians to have a bigger impact at work. This podcast is set up in association with PSI - Promoting Statistical Insight. This podcast helps you to grow your leadership skills, learn about ongoing discussions in the scientific community, build you knowledge about the health sector and be more efficient at work. This podcast helps statisticians at all levels with and without management experience. It is targeted towards the health, but lots of topics will be important for the wider data scientists community.