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nonstationary

nonstationary

6.8
Changing over time and not staying the same
  • adjective
  • /nɑnˈsteɪʃənˌɛri/
translation icon : no estacionario
  • When conducting experiments, it is crucial to account for nonstationary variables, as they can affect the reliability of the results.
  • nonstationary price
  • nonstationary price series
  • nonstationary case

Examples

  • Economists often struggle with nonstationary data since traditional analysis methods may not yield valid conclusions.

  • Second, if the data is nonstationary, then when the process changes, only the data relating to the new process should be used.

    Academic text (1992)
  • Figure 2 demonstrates the worth of flexibility for this nonstationary case.

    Academic text (1997)
  • We have modified the above heuristic to deal with nonstationary demands.

    Academic text (1997)
  • Even if the individual price series are nonstationary, their deviations from one another are limited by arbitrage constraints.

    Academic text (1993)
  • It is well known that many financial time series are nonstationary and that nonstationarity invalidates standard statistical procedures for inference.

    Academic text (2001)
  • Cointegration theory offers a statistically principled framework for evaluating market linkages across a transmission network when the data may be nonstationary.

    Academic text (1993)
  • In time series analysis, a nonstationary dataset means that the statistical properties such as mean and variance change over time.

Synonyms

changeful
vsnonstationary
  • Archaic
1 7.5

Tends to be different often

refers to change broadly, not necessarily frequent or intense
nonconstant
vsnonstationary
6.3

Changing over time and not staying the same

includes the same change but also covers statistical or technical contexts

Antonyms

46 2.9

Not moving and staying in one place

How Changing

volatile
77 7.0
variable
  • Specialized
2 8.3
nonstationary
6.8
stable
473 2.3
stationary
46 2.9

Surface Forms

nonstationary positive

Morphology

nonstationary = stationary (transparent) = non + stationary

The word is formed by the productive negating prefix 'non-' added to the adjective 'stationary', so its meaning is a straightforward negation.

Etymology

The word nonstationary is made from non- meaning 'not' and stationary, which comes from an old word for 'stand' or 'stay in one place'. So nonstationary means 'not standing still', a helpful image for things that change or are not fixed over time.