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For theoretical reasons (such as the central limit theorem), any variable that is the sum of a large number of independent factors is likely to be normally distributed. For this reason, the normal distribution is used throughout statistics, natural science, and social science as a simple model for complex phenomena.

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Q: Why you prefer Normal Distribution over the other distributions in Statistics?
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Why you prefer normal distribution over other distributions in statistics?

we prefer normal distribution over other distribution in statistics because most of the data around us is continuous. So, for continuous data normal distribution is used.


Why you prefer normal distribution as compare to others in statistics?

Perhaps a mistaken impression, after completing an initial course in statistics, is that one distribution is better than another. Many other distributions exists. Usually, introductory statistics classes concern confidence limits, hypothesis testing and sample size determination which all involve a sampling distribution of a particular statistic such as the mean. The normal distribution is often the appropriate distribution in these areas. The normal distribution is appropriate when the random variable in question is the result of many small independent random variables that have been are summed . The attached link shows this very well. Theoretically, a random variable approaches the normal distribution as the sample size tends towards infinity. (Central limit theory) As a practical matter, it is very important that the contributing variables be small and independent.


What does mu mean in statistics?

Usually mu is the symbol for the mean of a probability distribution. It is sometimes used as the average of a dataset (also called the mean of the dataset), although I prefer to use "x bar".


Why are statistics rare for orchiectomies performed in connection with sex change procedures?

Statistics for orchiectomies in connection with gender reassignment surgery are difficult to establish because most patients who have had this type of surgery prefer to keep it confidential.


If a distribution is badly skewed researchers are more likely than usual to prefer the as a measure of central tendency?

This would be the average. When the numbers are all over the place, it is difficult to use them to come to conclusions.

Related questions

Why you prefer normal distribution over other distribution in statistics?

Why we prefer Normal Distribution over the other distributions in Statistics


Why you prefer normal distribution over other distributions in statistics?

we prefer normal distribution over other distribution in statistics because most of the data around us is continuous. So, for continuous data normal distribution is used.


Why you prefer normal distribution for other?

It is probably the most widely used distribution in statistics. In addition, a lot of information exists on this distribution.


Why you prefer normal distribution as compare to others in statistics?

Perhaps a mistaken impression, after completing an initial course in statistics, is that one distribution is better than another. Many other distributions exists. Usually, introductory statistics classes concern confidence limits, hypothesis testing and sample size determination which all involve a sampling distribution of a particular statistic such as the mean. The normal distribution is often the appropriate distribution in these areas. The normal distribution is appropriate when the random variable in question is the result of many small independent random variables that have been are summed . The attached link shows this very well. Theoretically, a random variable approaches the normal distribution as the sample size tends towards infinity. (Central limit theory) As a practical matter, it is very important that the contributing variables be small and independent.


Is statistics hard?

It depends on the type of math you prefer. Calculus and Statistics are completely different classes that learn different things. Calculus is more of the numbers and formulas but statistics is a class about binomial distributions and what percent of your sample is in the correct area. It may be difficult, but it may be easy depending on who you are. In my opinion, it is very difficult.


Normal distributing is essy to calculate then other distribution?

We prefer mostly normal distribution, because most of the data around us follows normal distribution example height, weight etc. will follow normal. We can check it by plotting the graph then we can see the bell curve on the histogram. The most importantly by CLT(central limit theorem) and law of large numbers, we can say that as n is large the data follows normal distribution.


What does mu mean in statistics?

Usually mu is the symbol for the mean of a probability distribution. It is sometimes used as the average of a dataset (also called the mean of the dataset), although I prefer to use "x bar".


Would people prefer a snowman Christmas tree or a normal one?

Depends on the person. I'd prefer a normal one.


What do most people prefer movies or books?

It depends on the person go look at statistics


In statistics who's better mew or Mewtwo?

Mewtwo!But i personally prefer Mew because it can learn any TM!


What does farmers face with the Uneven distributions in the Bahamas?

people prefer white collor jobs instead of farmers who are hard working and white collor jobs recieve more loan


Why are statistics rare for orchiectomies performed in connection with sex change procedures?

Statistics for orchiectomies in connection with gender reassignment surgery are difficult to establish because most patients who have had this type of surgery prefer to keep it confidential.