<transcript><audio_404>them but at the end the means the standard deviations the statistical tests come exactly the same so a synthetic data allows you to share the data set without anything that might be</transcript><video><caption><image_405>The image is a screenshot of a video call on a computer screen. The video is being recorded on a webcam, with two men visible on the right side of the screen. On the left side, there is a chat window with a code snippet and a message that reads "How to create a video chat with a video editor". The chat window appears to be open and the conversation is taking place. The background of the image is black, and the text is white.</caption><caption><image_406>The image is a screenshot of a video call between two people. The video is being recorded on a computer screen. On the left side of the screen, there is a dialogue box with the text "How to create a video in Adobe Premiere Pro". On the right side, there are two images of the same person, one of whom is a man and the other is a woman. The man is wearing a black shirt and appears to be speaking into a microphone. The woman is also wearing a white shirt and is looking at the man with a smile on her face.

At the bottom of the image, there appears to have a message that reads "If you're a professional, you may be interested in creating a new video, you will be able to create it with the help of the software." There is also a button on the bottom right corner that says "Create a video".

The background of the video is black, and the text is white. There are several icons on the top left corner, including a search bar, a toolbar, and a menu bar.</caption><caption><image_407>The image is a screenshot of a video call on a computer screen. On the left side of the screen, there is a chat window with two people engaged in a conversation. The chat window has a black background and white text. In the center of the chat window, there are two images of two people, one of whom is a man and the other is a woman. The man is wearing a black shirt and appears to be speaking into a microphone. The woman is also speaking into the microphone and is looking at the man. At the bottom of the image, there has a message that reads "There is a serious message on why it is important to make sure that the conversation is important and that it should be done with the right tools and resources.</caption></video><transcript><audio_408>linked into to a specific um a specific individual so even if you have some concerns let's say you're in the medical sciences or you're doing this on specific target populations and you really worry about identifiability then you create</transcript><transcript><audio_409>synthetic data sets and now we have packages our packages that do this fairly easy and people like dan quintana that really take you step by step and show you how to do this thing</transcript><transcript><audio_410>now if you want to know what our irb looks like we share everything so you can have a look at rrb the way that we do this with replication and extensions is that we pre-register we do the irb process once</transcript> them but at the end the means the standard deviations the statistical tests come exactly the same so a synthetic data allows you to share the data set without anything that might be linked into to a specific um a specific individual so even if you have some concerns let's say you're in the medical sciences or you're doing this on specific target populations and you really worry about identifiability then you create synthetic data sets and now we have packages our packages that do this fairly easy and people like dan quintana that really take you step by step and show you how to do this thing now if you want to know what our irb looks like we share everything so you can have a look at rrb the way that we do this with replication and extensions is that we pre-register we do the irb process once
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