Informative Priors basieren auf Vorinformationen aus

You use this phrase to justify your starting point in a discussion. It usually ends with a source, like aus Expertenwissen (from expert knowledge). Think of it as a formal 'Because I said so, and here is why.' You are anchoring your logic in something concrete. It helps people trust your model or your opinion right away.

This is a heavy hitter for professional and academic settings. Use it during a strategy meeting or a university presentation. It sounds incredibly smart and precise. If you are discussing Bayesian statistics or machine learning, this is your bread and butter. It shows you have done your homework and aren't just winging it.

Do not use this at a loud bar or a first date. Unless your date is a data scientist, you will sound like a robot. Avoid it when talking about simple things like what to eat for dinner. Saying your pizza choice is based on 'informative priors' is a great way to eat alone. Keep it for when the stakes and the data are high.

Germany loves precision and 'Fachsprache' (technical language). Using specific terms like Priors shows you belong to a professional 'In-Group.' While the word Priors is borrowed from English, the German sentence structure around it makes it feel authoritative. It reflects the German cultural value of 'Gründlichkeit'—being thorough and well-prepared before acting.

You might hear Informative Prior-Verteilungen if they are being extra technical. Sometimes people swap basieren auf for stützen sich auf (rely on). Both mean you have a solid foundation. If you want to sound slightly more casual in a lab, you might say Wir nehmen Vorinfos aus.... But the original phrase is the gold standard for clarity.