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List of analyses of categorical data. 2 languages ... Download as PDF; ... This is a list of statistical procedures which can be used for the analysis of categorical ...
Scaling of data: One of the properties of the tests is the scale of the data, which can be interval-based, ordinal or nominal. [3] Nominal scale is also known as categorical. [6] Interval scale is also known as numerical. [6] When categorical data has only two possibilities, it is called binary or dichotomous. [1]
It does this by representing data as points in a low-dimensional Euclidean space. The procedure thus appears to be the counterpart of principal component analysis for categorical data. [citation needed] MCA can be viewed as an extension of simple correspondence analysis (CA) in that it is applicable to a large set of categorical variables.
Download as PDF; Printable version; ... and on methods for handling missing data. ... Categorical Data Analysis, and Missing Data, for the public as well as on-site ...
Data mining is a particular data analysis technique that focuses on statistical modeling and knowledge discovery for predictive rather than purely descriptive purposes, while business intelligence covers data analysis that relies heavily on aggregation, focusing mainly on business information. [4]
Download as PDF; Printable version; ... Group method of data handling; H. ... Optimal discriminant analysis and classification tree analysis;
Index plot of 10 family life sequences. In social sciences, sequence analysis (SA) is concerned with the analysis of sets of categorical sequences that typically describe longitudinal data. Analyzed sequences are encoded representations of, for example, individual life trajectories such as family formation, school to work transitions, working ...
A simple, somewhat better computational approach relies on a gamma function or log-gamma function, but methods for accurate computation of hypergeometric and binomial probabilities remains an active research area. For stratified categorical data the Cochran–Mantel–Haenszel test must be used instead of Fisher's test.