C1 Expression Very Formal 3 min read

Das multivariate Signifikanzniveau nach Pillai-Spur

The multivariate significance level according to Pillai trace

Literally: The multivariate significance-level after Pillai-trace

Use this phrase only in academic or highly technical data contexts to report multi-variable significance.

In 15 Seconds

  • A formal statistical term for testing multiple variables at once.
  • Used primarily in academic research and advanced data analysis.
  • Indicates the reliability of results using the Pillai trace method.

Meaning

This is a technical statistical term used in data science and research to determine if multiple variables show a meaningful difference between groups. It's like a high-precision filter that checks if your experiment results are actually real or just a lucky coincidence.

Key Examples

3 of 7
1

Writing a Master's thesis

Das multivariate Signifikanzniveau nach Pillai-Spur wurde auf 0,05 festgelegt.

The multivariate significance level according to Pillai trace was set at 0.05.

💼
2

Presenting data in a lab meeting

Wie wir sehen, ist das multivariate Signifikanzniveau nach Pillai-Spur hier sehr hoch.

As we can see, the multivariate significance level according to Pillai trace is very high here.

👔
3

Joking with fellow PhD students

Meine Motivation hat heute ein niedriges multivarianter Signifikanzniveau nach Pillai-Spur.

My motivation has a low multivariate significance level according to Pillai trace today.

😄
🌍

Cultural Background

This phrase reflects the high value placed on 'Fachsprache' (specialized language) in German academia. It highlights the influence of international statisticians on German scientific standards and the rigorous nature of German higher education where such terms are common even in social science degrees.

💡

Shorten it for colleagues

In a fast-paced work environment, just say 'der Pillai-Wert' or 'die Pillai-Spur'. Everyone will know what you mean.

⚠️

Watch the Gender

It is 'das' Niveau. Many learners accidentally use 'der' because they think of 'der Level'. Stick to 'das' to sound like a pro.

In 15 Seconds

  • A formal statistical term for testing multiple variables at once.
  • Used primarily in academic research and advanced data analysis.
  • Indicates the reliability of results using the Pillai trace method.

What It Means

Imagine you are testing a new energy drink. You don't just measure heart rate. You measure focus, speed, and mood all at once. This is what multivariate means. The Signifikanzniveau is the threshold for proof. It tells you if your results are solid. The Pillai-Spur (Pillai trace) is the specific math formula used. It is named after the statistician K. C. Sreedharan Pillai. It is known for being very robust. This means it works well even if your data is a bit messy. It is the gold standard for many scientists.

How To Use It

You will mostly use this in writing. It belongs in the 'Results' section of a paper. You don't 'say' it as much as you 'report' it. You might say, 'The value was significant.' In German, you say: Das multivariate Signifikanzniveau nach Pillai-Spur war signifikant. It sounds very professional and precise. Always remember that Niveau is neuter (das). The preposition nach indicates the method used. It is like saying 'according to' in English. It shows you followed a specific scientific path.

When To Use It

Use this when you are defending a thesis. It is perfect for a Master's or PhD defense. Use it when discussing complex data with a professor. It shows you understand advanced statistics. You will also see it in software like SPSS or R. If you are a data scientist in Germany, this is your daily bread. It is the language of evidence and hard facts. Use it to shut down doubts about your data quality. It acts as a badge of academic rigor.

When NOT To Use It

Never use this at a casual dinner party. You will sound like a robot. Do not use it to describe simple things. If you are just checking if one thing changed, use t-Test. Using this phrase for simple data is overkill. It’s like using a laser to cut a piece of bread. Also, avoid it in marketing unless your audience is scientists. Most people will have no idea what you mean. Their eyes will simply glaze over. Keep it in the lab or the library.

Cultural Background

Germany has a deep love for academic precision. Scientific titles and exact terminology are very important. Using the specific name of a test shows respect for the method. It is part of the 'Wissenschaftlichkeit' (scientific nature) of German culture. This phrase isn't 'popular' in pop culture, but it is a staple in German universities. It represents the global nature of science. A name like 'Pillai' mixed with German grammar shows how international research is. It’s a bridge between global math and German structure.

Common Variations

You might hear people shorten it to just Pillai-Spur. Some might call it the Pillai-Kriterium. In very formal settings, they use the full phrase. You might also hear about its 'rivals' like Wilks' Lambda. If the results are not good, you might hear nicht signifikant. Sometimes, students just call it 'dieser Pillai-Kram' (this Pillai stuff) when they are frustrated. But in your official writing, stick to the full, beautiful, complex version.

Usage Notes

This phrase is extremely formal and restricted to scientific, academic, or high-level data analysis contexts. In these settings, it is the standard way to refer to this specific statistical measure.

💡

Shorten it for colleagues

In a fast-paced work environment, just say 'der Pillai-Wert' or 'die Pillai-Spur'. Everyone will know what you mean.

⚠️

Watch the Gender

It is 'das' Niveau. Many learners accidentally use 'der' because they think of 'der Level'. Stick to 'das' to sound like a pro.

💬

The 'Pillai' Pronunciation

In Germany, 'Pillai' is usually pronounced like 'Pill-eye'. Don't overthink it; just say it clearly and move on to the math!

Examples

7
#1 Writing a Master's thesis
💼

Das multivariate Signifikanzniveau nach Pillai-Spur wurde auf 0,05 festgelegt.

The multivariate significance level according to Pillai trace was set at 0.05.

A standard way to define your testing parameters in a formal paper.

#2 Presenting data in a lab meeting
👔

Wie wir sehen, ist das multivariate Signifikanzniveau nach Pillai-Spur hier sehr hoch.

As we can see, the multivariate significance level according to Pillai trace is very high here.

Used to point out specific findings in a chart or table.

#3 Joking with fellow PhD students
😄

Meine Motivation hat heute ein niedriges multivarianter Signifikanzniveau nach Pillai-Spur.

My motivation has a low multivariate significance level according to Pillai trace today.

A nerdy way to say you aren't feeling very motivated.

#4 Texting a study partner about a confusing software output
😊

SPSS zeigt mir ein komisches multivarianter Signifikanzniveau nach Pillai-Spur an. Hilfe!

SPSS is showing me a weird multivariate significance level according to Pillai trace. Help!

Common frustration when dealing with complex statistics software.

#5 Discussing results with a professor
👔

Können wir das multivariate Signifikanzniveau nach Pillai-Spur noch einmal prüfen?

Can we check the multivariate significance level according to Pillai trace one more time?

A polite, professional request for clarification.

#6 Expressing frustration during an exam
💭

Ich werde nie verstehen, wie man das multivariate Signifikanzniveau nach Pillai-Spur berechnet!

I will never understand how to calculate the multivariate significance level according to Pillai trace!

Expressing the difficulty of high-level statistics.

#7 A data scientist explaining a report
💼

Das multivariate Signifikanzniveau nach Pillai-Spur bestätigt unsere Hypothese.

The multivariate significance level according to Pillai trace confirms our hypothesis.

Using the term to provide definitive proof in a business context.

Test Yourself

Fill in the missing word to complete the formal academic sentence.

Das multivariate ___ nach Pillai-Spur ist statistisch relevant.

✓ Correct! ✗ Not quite. Correct answer: Signifikanzniveau

The full term is 'Signifikanzniveau' (significance level), which is the standard technical term.

Choose the correct preposition used with this statistical method.

Wir berechnen die Werte ___ Pillai-Spur.

✓ Correct! ✗ Not quite. Correct answer: nach

In German, 'nach' is used here to mean 'according to' or 'following the method of'.

🎉 Score: /2

Visual Learning Aids

Formality of 'Das multivariate Signifikanzniveau nach Pillai-Spur'

Casual

Talking to friends at a bar

Never used here.

Professional

Data science office meeting

Checking the Pillai-Spur results.

Very Formal

Academic publication or PhD defense

Das multivariate Signifikanzniveau nach Pillai-Spur...

Where you will encounter this phrase

Pillai-Spur Usage
📚

University Library

Reading a thick statistics textbook.

🎤

Scientific Conference

Presenting a poster on psychology results.

💻

Tech Company

Analyzing user behavior data in a report.

📝

Exam Hall

Answering a question about MANOVA.

Frequently Asked Questions

11 questions

It is a test statistic used in MANOVA to see if groups differ on several dependent variables. In German, it's called Pillai-Spur because 'Spur' means 'trace' in linear algebra.

Absolutely not. It is strictly a Fachbegriff (technical term). If you use it while buying bread, the baker will be very confused.

Because it involves more than one dependent variable. Multi means many, and variat refers to the variables you are measuring.

You could, but nach is much more common in scientific contexts. Nach Pillai-Spur sounds more like a formal methodology.

You can use p-Wert (p-value) in casual lab talk. For example: Der p-Wert nach Pillai ist signifikant.

No, it is used in biology, economics, medicine, and any field that uses complex statistics. It is a universal scientific term in German.

The plural is die multivariaten Signifikanzniveaus. However, you rarely talk about more than one at a time in a single test.

In German, you should use a hyphen: Pillai-Spur. German loves connecting nouns to show they belong together.

It means the probability that the result happened by chance is very low. Usually, this is less than 5% (p < 0,05).

Yes, because it requires understanding complex noun compounds and specific academic register. It's for advanced learners in specialized fields.

Yes, adding an 's' for genitive is possible (Pillais Spur), but the compound Pillai-Spur is more standard in textbooks.

Related Phrases

Die Nullhypothese ablehnen

Statistische Belastbarkeit

Varianzanalyse mit Messwiederholung

Der kritische Wert

Standardabweichung

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