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Cronbach's alpha

Index Cronbach's alpha

In statistics (classical test theory), Cronbach's \alpha (alpha) is the trivial name used for tau-equivalent reliability (\rho_T)Cho (2016), https://dx.doi.org/10.1177/1094428116656239 as a (lowerbound) estimate of the reliability of a psychometric test. [1]

23 relations: Average variance extracted, Classical test theory, Congeneric reliability, Construct (philosophy), Covariance, Dichotomy, Factor analysis, Generalizability theory, Internal consistency, Intraclass correlation, Kuder–Richardson Formula 20, Lee Cronbach, Missing data, Multistage testing, Psychometrics, Reliability (statistics), Robust statistics, Rule of thumb, Social science, Spearman–Brown prediction formula, Statistics, Triangular matrix, Variance.

Average variance extracted

In statistics (classical test theory), average variance extracted (AVE) is a measure of the amount of variance that is captured by a construct in relation to the amount of variance due to measurement error.

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Classical test theory

Classical test theory (CTT) is a body of related psychometric theory that predicts outcomes of psychological testing such as the difficulty of items or the ability of test-takers.

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Congeneric reliability

In statistical models applied to psychometrics, congeneric reliability \rho_C ("rho C") is the reliability of a unidimensional congeneric measurement model.

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Construct (philosophy)

A construct in the philosophy of science is an ideal object, where the existence of the thing may be said to depend upon a subject's mind.

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Covariance

In probability theory and statistics, covariance is a measure of the joint variability of two random variables.

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Dichotomy

A dichotomy is a partition of a whole (or a set) into two parts (subsets).

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Factor analysis

Factor analysis is a statistical method used to describe variability among observed, correlated variables in terms of a potentially lower number of unobserved variables called factors.

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Generalizability theory

Generalizability theory, or G theory, is a statistical framework for conceptualizing, investigating, and designing reliable observations.

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Internal consistency

In statistics and research, internal consistency is typically a measure based on the correlations between different items on the same test (or the same subscale on a larger test).

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Intraclass correlation

In statistics, the intraclass correlation, or the intraclass correlation coefficient (ICC), is an inferential statistic that can be used when quantitative measurements are made on units that are organized into groups.

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Kuder–Richardson Formula 20

In psychometrics, the Kuder–Richardson Formula 20 (KR-20), first published in 1937, is a measure of internal consistency reliability for measures with dichotomous choices.

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Lee Cronbach

Lee Joseph Cronbach (April 22, 1916 – October 1, 2001) was an American educational psychologist who made contributions to psychological testing and measurement.

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Missing data

In statistics, missing data, or missing values, occur when no data value is stored for the variable in an observation.

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Multistage testing

Multistage testing is an algorithm-based approach to administering tests.

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Psychometrics

Psychometrics is a field of study concerned with the theory and technique of psychological measurement.

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Reliability (statistics)

Reliability in statistics and psychometrics is the overall consistency of a measure.

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Robust statistics

Robust statistics are statistics with good performance for data drawn from a wide range of probability distributions, especially for distributions that are not normal.

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Rule of thumb

The English phrase rule of thumb refers to a principle with broad application that is not intended to be strictly accurate or reliable for every situation.

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Social science

Social science is a major category of academic disciplines, concerned with society and the relationships among individuals within a society.

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Spearman–Brown prediction formula

The Spearman–Brown prediction formula, also known as the Spearman–Brown prophecy formula, is a formula relating psychometric reliability to test length and used by psychometricians to predict the reliability of a test after changing the test length.

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Statistics

Statistics is a branch of mathematics dealing with the collection, analysis, interpretation, presentation, and organization of data.

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Triangular matrix

In the mathematical discipline of linear algebra, a triangular matrix is a special kind of square matrix.

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Variance

In probability theory and statistics, variance is the expectation of the squared deviation of a random variable from its mean.

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References

[1] https://en.wikipedia.org/wiki/Cronbach's_alpha

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