Difference between a multinomial and a binomial experiment


Discussion:

1. What is the difference between a multinomial and a binomial experiment? Please give me an example.

• Multinomial experiment: Experiment with a fixed number of independent trials, where each outcome falls into exactly one of several categories.

• Binomial experiment: Experiment with a fixed number of independent trials, where each outcome falls into exactly one of two categories.

2. The shape of the chi-square distribution looks lop-sided compared to the bell shaped curve. Why are these shaped differently?

• Unlike the normal and Student t distributions, the chi-square distribution is not symmetric.

• The values of the chi-square distribution can be 0 or positive, but they cannot be negative.

• The chi-square distribution is different for each number of degrees of freedom.

 

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Basic Statistics: Difference between a multinomial and a binomial experiment
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