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hello and welcome to todays webinar 2023 Trends in clinical trials covering adaptive design multiple treatments and complex design todays webinar will hopefully give you a sneak peek of the big developments were going to see in terms of the statistical developments but in particular the regulatory developments in these huge areas for the design and Analysis of clinical trials before we get started just a few commonly asked questions is this webinar being recorded yes and the recording alongside the slides will be sent to you after this webinar is complete you can also find the presentation on our YouTube channel inquiry if youre interested in viewing this or any previous webinars you can also find all of our previous webinars at forward slash webinars in terms of questions we may have an opportunity in to answer some questions but any questions that I dont get to I will answer via email after this webinar is complete and we can have a discussion if youre intere