Ein Bayes-Faktor größer als 10 spricht stark für
A Bayes factor greater than 10 speaks strongly for
Literally: A Bayes-factor greater than 10 speaks strongly for
In 15 Seconds
- Used to show strong statistical evidence for a specific hypothesis.
- Common in German academic, scientific, and data-driven business contexts.
- Indicates a high level of certainty based on mathematical calculation.
Meaning
This phrase is used to indicate that mathematical evidence strongly supports a specific hypothesis. It's like saying 'the numbers prove I'm right' but in a very sophisticated, scientific way.
Key Examples
3 of 6Presenting research results
Ein Bayes-Faktor größer als 10 spricht stark für die Nullhypothese.
A Bayes factor greater than 10 speaks strongly for the null hypothesis.
Discussing a marketing A/B test
Die Daten sind eindeutig: Ein Bayes-Faktor größer als 10 spricht stark für Design B.
The data is clear: A Bayes factor greater than 10 speaks strongly for Design B.
Arguing with a fellow student
Schau dir die Analyse an; ein Bayes-Faktor größer als 10 spricht stark für meine Vermutung.
Look at the analysis; a Bayes factor greater than 10 speaks strongly for my assumption.
Cultural Background
There is a strong movement towards 'Open Science' and 'Bayesian Statistics' in Germany to combat the replication crisis. Using this phrase signals that you are part of this modern, transparent research culture. Swiss universities (like ETH Zurich or UZH) are extremely rigorous with statistical reporting. Using the correct terminology is essential for passing exams or getting published. Austria has a long history of logical positivism (Vienna Circle). This influences a preference for clear, mathematically grounded language in science. In the global tech industry, German engineers and data scientists are known for their 'Gründlichkeit'. Using Bayesian terms in reports is seen as a mark of high quality.
Precision is Key
In German academic writing, avoid 'sehr gut'. Use 'spricht stark für' to sound like a professional researcher.
Don't overstate
If the factor is 5, don't say 'stark'. Say 'moderat'. Accuracy is a cultural value in German science.
In 15 Seconds
- Used to show strong statistical evidence for a specific hypothesis.
- Common in German academic, scientific, and data-driven business contexts.
- Indicates a high level of certainty based on mathematical calculation.
What It Means
Imagine you are a detective. You have two theories about who ate the last cookie. A Bayes factor is a mathematical tool. It compares how well two theories explain the evidence. When the number is over 10, the math is basically shouting. It says one theory is much better than the other. In German, spricht stark für means the evidence is leaning heavily in one direction. It is not just a guess. It is a calculated, high-confidence conclusion. You are moving beyond 'maybe' into 'definitely likely.'
How To Use It
You usually start your sentence with this phrase. Then, you add the hypothesis you are supporting. Use the preposition für followed by the accusative case. For example, für die Wirksamkeit or für unsere Theorie. It sounds very professional. It shows you have done your homework. You can use it in written reports. You can also use it in high-level presentations. It makes you sound like a data wizard. Even if you aren't a mathematician, using it correctly shows deep analytical thinking.
When To Use It
Use this in academic settings. It is perfect for a master's thesis or a lab report. Use it in business meetings when discussing A/B tests. If you are a data scientist, this is your bread and butter. You can also use it with nerdy friends. Imagine arguing about which board game strategy is better. If you have the data, drop this phrase. It adds a layer of authority to your argument. It is the ultimate tool for ending a debate with logic.
When NOT To Use It
Do not use this at a casual party. People might think you are a bit too serious. Avoid it when talking to children. They won't know what a Bayes factor is. Don't use it for subjective things like 'this cake tastes good.' Unless you actually ran a statistical analysis on the cake! It is too heavy for small talk. If you use it while flirting, you might end up alone. Keep it for contexts where data actually matters.
Cultural Background
Germany has a massive respect for engineering and science. Precision is a cultural value. Bayesian statistics have become very popular in German universities lately. They are seen as more flexible than traditional methods. This phrase reflects the German love for 'Evidenz' (evidence). It shows a shift from 'gut feeling' to 'data-driven' decision making. It is a hallmark of modern German academic and corporate culture.
Common Variations
You might hear spricht eindeutig für for even stronger evidence. If the evidence is weaker, people say spricht moderat für. Sometimes they use liefert starke Evidenz für. If the factor is very high (over 100), they say spricht extrem stark für. All these variations follow the same logic. They scale the strength of the argument based on the number. It is like a volume knob for your certainty.
Usage Notes
This is a high-register, technical expression. It requires a solid understanding of the context (statistics) and should be used with the Accusative case after 'für'.
Precision is Key
In German academic writing, avoid 'sehr gut'. Use 'spricht stark für' to sound like a professional researcher.
Don't overstate
If the factor is 5, don't say 'stark'. Say 'moderat'. Accuracy is a cultural value in German science.
Examples
6Ein Bayes-Faktor größer als 10 spricht stark für die Nullhypothese.
A Bayes factor greater than 10 speaks strongly for the null hypothesis.
A standard way to conclude a scientific paper.
Die Daten sind eindeutig: Ein Bayes-Faktor größer als 10 spricht stark für Design B.
The data is clear: A Bayes factor greater than 10 speaks strongly for Design B.
Using math to justify a business decision.
Schau dir die Analyse an; ein Bayes-Faktor größer als 10 spricht stark für meine Vermutung.
Look at the analysis; a Bayes factor greater than 10 speaks strongly for my assumption.
A confident, slightly competitive academic tone.
In diesem Fall spricht ein Bayes-Faktor größer als 10 stark für eine Korrelation.
In this case, a Bayes factor greater than 10 speaks strongly for a correlation.
Formal written German in a scientific context.
Mein Geschmackstest war wissenschaftlich: Ein Bayes-Faktor größer als 10 spricht stark für diesen Espresso.
My taste test was scientific: A Bayes factor greater than 10 speaks strongly for this espresso.
Using high-level jargon for a trivial topic to be funny.
Es war keine leichte Wahl, aber ein Bayes-Faktor größer als 10 spricht stark für den Umzug.
It wasn't an easy choice, but a Bayes factor greater than 10 speaks strongly for the move.
Applying statistical logic to a personal life event.
Test Yourself
Füllen Sie die Lücke mit der richtigen Präposition und dem richtigen Artikel.
Ein Bayes-Faktor größer als 10 spricht stark _______ _______ Hypothese.
Das Verb 'sprechen' benötigt hier die Präposition 'für' + Akkusativ. 'Hypothese' ist feminin, also 'die'.
Welcher Satz ist grammatikalisch korrekt?
Vergleich von Werten:
Bei Ungleichheit verwendet man im Deutschen 'als'.
Vervollständigen Sie das Gespräch im Labor.
A: Sind die Ergebnisse eindeutig? B: Ja, ein Bayes-Faktor _______ _______ 10 spricht _______ _______ {das|n} Modell.
Die Kombination aus 'größer als' und 'stark für' drückt die gewünschte Sicherheit aus.
In welcher Situation ist dieser Satz angemessen?
Kontextwahl:
Dies ist ein hochgradig formaler, technischer Ausdruck.
🎉 Score: /4
Visual Learning Aids
Practice Bank
4 exercisesEin Bayes-Faktor größer als 10 spricht stark _______ _______ Hypothese.
Das Verb 'sprechen' benötigt hier die Präposition 'für' + Akkusativ. 'Hypothese' ist feminin, also 'die'.
Vergleich von Werten:
Bei Ungleichheit verwendet man im Deutschen 'als'.
A: Sind die Ergebnisse eindeutig? B: Ja, ein Bayes-Faktor _______ _______ 10 spricht _______ _______ {das|n} Modell.
Die Kombination aus 'größer als' und 'stark für' drückt die gewünschte Sicherheit aus.
Kontextwahl:
Dies ist ein hochgradig formaler, technischer Ausdruck.
🎉 Score: /4
Frequently Asked Questions
4 questionsNur wenn es eine sehr formelle Arbeits-E-Mail an einen Professor oder Kollegen ist. Sonst wirkt es zu steif.
Dann spricht er nur 'moderat' oder 'anekdotisch' für die Hypothese.
Ja, in der Standardsprache ist es ein Fehler. In Dialekten hört man es oft, aber schreiben Sie es niemals.
Es ist eine Metapher: Die Daten sind wie ein Zeuge vor Gericht, der eine Aussage 'für' jemanden macht.
Related Phrases
statistisch signifikant
similarstatistically significant
Evidenz liefern
synonymto provide evidence
die Nullhypothese verwerfen
builds onto reject the null hypothesis
deutet hin auf
similarpoints towards