Definitions for descriptive statistics
This page provides all possible meanings and translations of the word descriptive statistics
A branch of statistics dealing with summarization and description of collections of datau2014data sets, including the concepts of arithmetic mean, median, mode, and quantile.
Descriptive statistics is the discipline of quantitatively describing the main features of a collection of data, or the quantitative description itself. Descriptive statistics are distinguished from inferential statistics, in that descriptive statistics aim to summarize a sample, rather than use the data to learn about the population that the sample of data is thought to represent. This generally means that descriptive statistics, unlike inferential statistics, are not developed on the basis of probability theory. Even when a data analysis draws its main conclusions using inferential statistics, descriptive statistics are generally also presented. For example in a paper reporting on a study involving human subjects, there typically appears a table giving the overall sample size, sample sizes in important subgroups, and demographic or clinical characteristics such as the average age, the proportion of subjects of each sex, and the proportion of subjects with related comorbidities. Some measures that are commonly used to describe a data set are measures of central tendency and measures of variability or dispersion. Measures of central tendency include the mean, median and mode, while measures of variability include the standard deviation, the minimum and maximum values of the variables, kurtosis and skewness.
Find a translation for the descriptive statistics definition in other languages:
Select another language:
Discuss these descriptive statistics definitions with the community:
Word of the Day
Would you like us to send you a FREE new word definition delivered to your inbox daily?
Use the citation below to add this definition to your bibliography:
"descriptive statistics." Definitions.net. STANDS4 LLC, 2015. Web. 1 Feb. 2015. <http://www.definitions.net/definition/descriptive statistics>.