What is chi square test in statistics?

In statistics, chi square test refers to a test comparing observed frequencies with expected frequencies. It matters because the same idea reappears across many later topics, so building a clear mental picture of it early saves a lot of time.

How to approach it step by step

To work with chi square test confidently, build the expected table, sum (O − E)²/E, then compare with the critical value. LetMeTeach draws this out live on screen while explaining it aloud, so you watch each part appear instead of decoding a static block of text. You can interrupt at any point and ask for the same idea again in simpler words, in another language, or with a different example.

Worked example

A chi square test can check whether a die is fair.

The mistake most learners make

Applying it to very small expected frequencies where the test is unreliable.

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