bivariate

Thân thiện

A scientist plots a bivariate graph on a whiteboard.

Definition

1. Adjective:
   • Having two variables: In mathematics and statistics, "bivariate" describes a situation, analysis, or data set that involves exactly two variables that are considered together.

Usage

• The term "bivariate" is primarily used in academic and technical contexts, especially in statistics, mathematics, and data science. It is used to specify that an analysis (e.g., correlation, regression) or a distribution involves two variables.
• It typically precedes a noun (e.g., bivariate analysis, bivariate data).

Examples

• Adjective:
  • The researcher conducted a bivariate analysis to examine the relationship between income and education level.
  • A scatter plot is a common way to visualize bivariate data.
  • The chapter introduces the concept of a bivariate normal distribution.

Advanced Usage

• "Bivariate correlation": A statistical measure that expresses the extent to which two variables are linearly related.
  • The study reported a strong positive bivariate correlation between exercise frequency and overall health.
• "Bivariate regression": A type of regression analysis that models the relationship between one dependent variable and one independent variable.
  • A simple linear bivariate regression was used to predict sales based on advertising spend.

Variants and Related Words

• Univariate (adj): Involving or having a single variable.
  • A univariate analysis focuses on describing a single variable.
• Multivariate (adj): Involving or having more than two variables.
  • Multivariate statistics deal with observations on more than two variables.

Synonyms

• Two-variable: (Less technical) Involving two variables.

Antonyms

• Univariate: Having one variable.
• Multivariate: Having many variables.

Học thuật

Adjective

1. having two variables
   • bivariate binomial distribution