log-linear
UK[ˌlɒɡˈlɪnɪə]US[ˌlɔːɡˈlɪnɪər]
adj
Relating to or involving a mathematical function that is the sum of linear and logarithmic terms, or a model where the logarithm of a variable is linearly related to another variable.
adj
Describing a statistical model, especially in categorical data analysis, that is linear in its parameters after a logarithmic transformation of the expected values.
Morpheme Breakdown
log
linear
log
logarithm
linear
linear
Etymology
The term 'log-linear' is a modern mathematical compound, formed in the 20th century by combining clipped forms of two foundational concepts. The first element, 'log', is a direct abbreviation of 'logarithm', a word itself of Greek origin ('logos' meaning 'reckoning, ratio' and 'arithmos' meaning 'number'), which denotes the inverse operation to exponentiation. The second element, 'linear', derives from the Latin 'linea' for 'linen thread' or 'line', evolving to describe relationships that can be graphically represented by a straight line. When fused, 'log-linear' precisely describes a functional relationship where the logarithm of one variable changes in direct proportion to another, a concept central to advanced statistical modeling and mathematical analysis, bridging geometric and multiplicative scales.
Analysis
Structure: log (logarithm) + linear (linear)
- log: A clipping of 'logarithm', from Greek 'logos' (proportion, ratio, word) and 'arithmos' (number). Functions as a combining form meaning "logarithmic".
- linear: From Latin 'linea' (line, string) + the English adjectival suffix '-ar'. Functions as an adjective meaning "relating to or resembling a line; involving a direct proportional relationship".
Examples
The researcher employed a log-linear model to analyze the contingency table data.
The relationship between the variables was best described by a log-linear function.
Chapter five covers the interpretation of parameters in log-linear analysis.