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Managing paperwork can be an excruciating process for both companies and individuals, particularly in the pharmaceutical research and development space. But what if there was a way to make it easier for sponsors, small businesses, and individual experts to work together seamlessly? In this episode, Sheila Mahoney-Jewels and I dive
In part 1 of this series, we explored the perspectives on commercializing statistical inventions, leveraging external resources, collaboration, and setting up a community of statistical methodology leaders. Innovation is essential for advancing drug development, and statisticians play a vital role in driving statistical innovation. However, to overcome the barriers to innovation,
You have to be extroverted to be a leader. Only if you have employees are you a leader. Either you have it or you don’t. Leaders have a natural gift, you can’t learn it. Those are three typical myths about leaders. In today’s episode, I talk with Gary about these three
Statistical innovation is vital in the pharmaceutical industry as it drives evidence-based decisions and brings value to patients. However, it requires a delicate balance between invention and commercialization to achieve success. I, together with Mouna Akacha and Kaspar Rufibach – two leaders of statistical innovation groups in big pharma companies,
As a statistician, you’re likely already familiar with SAS and the value it brings to data analysis. But in this ever-evolving world of statistics and data science, relying on your go-to language might not be enough to stay competitive anymore. The open-source language R is gaining traction within the healthcare
In our world of clinical trials and observational studies, missing data based on drop outs or for others reasons leads to a challenge in understanding how well treatments work. Treatment policy estimands help us to understand efficacy based on early treatment decisions. Various approaches, like reference-based imputation and delta adjustment, exist
In any industry, staying competitive and relevant requires a constant focus on innovation and the ability to communicate effectively with customers. In the pharmaceutical industry, this is particularly true as companies race to develop and market new compounds that can improve patient outcomes. In this episode, I share insights into
We statisticians play a significant role in the clinical development of pharmaceutical products and medical devices. Many of us focus on designing and analyzing clinical trials to provide evidence for regulatory approval and Health Technology Assessment (HTA). In these set-up, we often talk rather directly to our external clients –
Interpretable machine learning (IML) is rapidly gaining popularity in the data science community. It offers a new way to build and interpret models that are more transparent and understandable. In this episode, we have the privilege of interviewing Serg Masis. Serg authored the book “Interpretable Machine Learning with Python: Learn
When it comes to clinical trial design, there are many challenges to overcome, including recruitment, protocol design, and data analysis, among others. Fortunately, simulations can provide a solution to some of those challenges. Simulations allow us to test the influence of assumptions, optimize designs, and understand probabilities of success before
In today’s highly competitive work environment, developing leadership skills such as vulnerability and empathy will mean the difference between success and failure. In this podcast episode, Marius and I discuss Brené Brown’s “Dare to Lead”, a book that dives into the importance of vulnerability-based leadership. This episode will explore some of the
The field of statistics is rapidly growing, and statisticians play an important role in providing a competitive advantage to companies. However, finding the right job or candidate for a position can be challenging. That’s where Clivoffective comes in – a collaboration between Clivolution and The Effective Statistician focused on connecting
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