univariate
(adjective)
Having or involving a single variable.
Examples of univariate in the following topics:
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Univariate descriptive statistics
- Tools>Univariate Stats can be used to generate the most commonly used measures for each matrix (select matrix in the dialog, and chose whether or not to include the diagonal).
- Figures 18.3 and 18.4 show the results of Tools>Univariate Stats for rows (tie sending) and columns (tie receiving) of the information relation matrix.
- Univariate descriptive statistics for Knoke information and money whole networks
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Making a Box Model
- A box plot (also called a box-and-whisker diagram) is a simple visual representation of key features of a univariate sample.
- A box plot (also called a box and whisker diagram) is a simple visual representation of key features of a univariate sample.
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Multivariate Testing
- Because measures of this type are usually highly correlated, it is not advisable to conduct separate univariate $t$-tests to test hypotheses, as these would neglect the covariance among measures and inflate the chance of falsely rejecting at least one hypothesis (type I error).
- In particular, the distribution arises in multivariate statistics in undertaking tests of the differences between the (multivariate) means of different populations, where tests for univariate problems would make use of a $t$-test.
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Introduction to describing one network
- Most social scientists have a reasonable working knowledge of basic univariate and bivariate descriptive and inferential statistics.
- So, let's begin with the simplest univariate descriptive and inferential statistics, and then move on to somewhat more complicated problems.
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Repeated Measures Design
- Univariate assumptions include:
- Standard Univariate ANOVA $F$-test: This test is commonly used when there are only two levels of the within-subjects factor.
- Alternative Univariate test: These tests account for violations to the assumption of sphericity, and can be used when the within-subjects factor exceeds 2 levels.
- The $F$ statistic will be the same as in the Standard Univariate ANOVA F test, but is associated with a more accurate $p$-value.
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Lab: Descriptive Statistics
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Probability
- A probability density function is most commonly associated with absolutely continuous univariate distributions.
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Hypotheses about two paired means or densities
- In the section above on univariate statistics for networks, we noted that the density of the information exchange matrix for the Knoke bureaucracies appeared to be higher than the density of the monetary exchange matrix.
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Basic demographics
- Tools>Univariate Stats provides quick summaries of the distribution of actor's ties.
- Here are the results of Tools>Univariate Stats when we select "column" instead of "row. "
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Comparing Nested Models
- As such, multilevel models provide an alternative type of analysis for univariate or multivariate analysis of repeated measures.