Descriptive statistics

Jennifer L. Green; Sarah E. Manski; Timothy A. Hansen; Jennifer E. Broatch

doi:10.1016/B978-0-12-818630-5.10083-1

Descriptive statistics

Jennifer L. Green, Sarah E. Manski, Timothy A. Hansen, Jennifer E. Broatch

Research output: Chapter in Book/Report/Conference proceeding › Chapter

2 Scopus citations

Abstract

Descriptive statistics are used to summarize and explore characteristics of data. In this entry, we provide an overview of commonly used descriptive statistics for categorical and numerical data and how they are interpreted in summaries and analyses. We also present a practical example of how descriptive statistics may be used and interpreted in an educational context.

Original language	English (US)
Title of host publication	International Encyclopedia of Education
Subtitle of host publication	Fourth Edition
Publisher	Elsevier
Pages	723-733
Number of pages	11
ISBN (Electronic)	9780128186299
DOIs	https://doi.org/10.1016/B978-0-12-818630-5.10083-1
State	Published - Jan 1 2022
Externally published	Yes

Keywords

Categorical data
Correlation coefficient
Data distribution
Interquartile range
Kurtosis
Mean
Median
Numerical data
Percentile
Range
Skew
Standard deviation
Standardized score
Univariate data

ASJC Scopus subject areas

General Social Sciences

Access to Document

10.1016/B978-0-12-818630-5.10083-1

Cite this

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title = "Descriptive statistics",

abstract = "Descriptive statistics are used to summarize and explore characteristics of data. In this entry, we provide an overview of commonly used descriptive statistics for categorical and numerical data and how they are interpreted in summaries and analyses. We also present a practical example of how descriptive statistics may be used and interpreted in an educational context.",

keywords = "Categorical data, Correlation coefficient, Data distribution, Interquartile range, Kurtosis, Mean, Median, Numerical data, Percentile, Range, Skew, Standard deviation, Standardized score, Univariate data",

author = "Green, {Jennifer L.} and Manski, {Sarah E.} and Hansen, {Timothy A.} and Broatch, {Jennifer E.}",

year = "2022",

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doi = "10.1016/B978-0-12-818630-5.10083-1",

language = "English (US)",

pages = "723--733",

booktitle = "International Encyclopedia of Education",

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TY - CHAP

T1 - Descriptive statistics

AU - Green, Jennifer L.

AU - Manski, Sarah E.

AU - Hansen, Timothy A.

AU - Broatch, Jennifer E.

PY - 2022/1/1

Y1 - 2022/1/1

N2 - Descriptive statistics are used to summarize and explore characteristics of data. In this entry, we provide an overview of commonly used descriptive statistics for categorical and numerical data and how they are interpreted in summaries and analyses. We also present a practical example of how descriptive statistics may be used and interpreted in an educational context.

AB - Descriptive statistics are used to summarize and explore characteristics of data. In this entry, we provide an overview of commonly used descriptive statistics for categorical and numerical data and how they are interpreted in summaries and analyses. We also present a practical example of how descriptive statistics may be used and interpreted in an educational context.

KW - Categorical data

KW - Correlation coefficient

KW - Data distribution

KW - Interquartile range

KW - Kurtosis

KW - Mean

KW - Median

KW - Numerical data

KW - Percentile

KW - Range

KW - Skew

KW - Standard deviation

KW - Standardized score

KW - Univariate data

UR - http://www.scopus.com/inward/record.url?scp=85150584880&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85150584880&partnerID=8YFLogxK

U2 - 10.1016/B978-0-12-818630-5.10083-1

DO - 10.1016/B978-0-12-818630-5.10083-1

M3 - Chapter

AN - SCOPUS:85150584880

SP - 723

EP - 733

BT - International Encyclopedia of Education

PB - Elsevier

ER -

Descriptive statistics

Abstract

Keywords

ASJC Scopus subject areas

Access to Document

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Cite this