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# What are examples of misuse of statistics?

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### Quick Answer

**According to an article from the Wharton School at the University of Pennsylvania, one way statistics are misused is when businesses infer false information from data gained during the course of their business, creating errors that cost time and money.** Errors like this arise when an entity performs statistical research but fails to address all the components involved in the subject they are researching.

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The misuse of statistics can be accidental or purposeful. Those with malicious intent sometimes misuse statistics in order to mislead their audience about a subject, a tactic that creates vast social issues and misunderstandings that last for years.

Misusing statistics is a broader problem than being a tool for the malicious. Scientists and other individuals that rely heavily on analysis and research often find themselves fooled by misused statistics. This creates errors in their experiments or other works, and leads to problems both minor and major.

Statistics are sometimes cherry picked for positive results, creating a false image of the final product. A survey that creates biased opinions about a given subject produces negative results. Other times, if negative results are treated as inconclusive, unless specific reasons are given then the statistics are skewed to seem positive.

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Q:
## What is the purpose of statistics?

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Full Answer >**The purpose of statistics is to allow sets of data to be compared so that analysts can look for meaningful trends and changes.**Analysts review the data so that they can reach conclusions regarding its meaning. Statistics allow people to see how things are or are not correlated and how a change in one variable might affect another.Filed Under: -
Q:
## What are the advantages of parametric statistics?

A:Parametric statistics makes it easier to analyze and describe data with central tendencies and data transformations, according to University of Leicester. The use of parametric statistics versus nonparametric statistics depends on the type of data.

Full Answer >Filed Under: -
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## What is an easy-to-understand overview of inferential statistics?

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Full Answer >**Statisticians use inferential statistics to reach conclusions that extend beyond the specific data studied, such as when using sample data to determine how a larger population might behave or respond to a specific stimulus.**Inferential statistics can also compare the average performance between two groups, often through a device called the t-test.Filed Under: -
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## What kind of mathematics do scientists use to analyze data?

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Full Answer >**The type of math scientists use to analyze data is called statistics.**It enables researchers to learn from numbers by measuring, controlling and communicating degrees of certainty and uncertainty, as explained by the American Statistical Association.Filed Under: