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Glite Dictionary
💣 Irish armed group 📊 Statistical technique
INLA

INLA

9.9
A fast computer method for finding approximate probabilities in some statistical models
  • noun
  • Specialized
translation icon : INLA
  • Researchers often use INLA to fit spatial models faster than traditional MCMC approaches.

Examples

  • During the workshop, she demonstrated how INLA provides quick approximate posterior estimates for large datasets.

  • They compared results from INLA and found them consistent with longer-running Bayesian simulations.

  • The INLA method is widely used in statistics.

  • Researchers are adopting the INLA approach for their models.

  • Researchers often use INLA to fit spatial models faster than traditional Bayesian methods.

  • During the conference, the speaker explained how INLA can efficiently compute approximate posterior distributions in complex Bayesian models.

  • Many statisticians prefer using INLA for its ability to handle large datasets quickly in Bayesian analyses.

Surface Forms

INLA singular
INLAs plural

Morphology

INLA = I + N + L + A

This is an acronym/initialism for a technical method; the component letters do not transparently indicate the statistical meaning to learners.

Etymology

INLA is an acronym from the words Integrated, Nested, Laplace, Approximations; 'approximations' means 'close answers', so the name shows it is a fast way to get approximate results in statistics.