MLchartDataset catalogue

Autoregression

Term · Chemistry · MLC-T-CHM-001004

A statistical model that predicts future values of a time series based on its own past values. It expresses a variable as a linear combination of its previous values and a random error term. This method is applied in chemometrics for analyzing time-dependent chemical data, such as spectroscopic measurements over time.

Table 1. Record
IdentifierMLC-T-CHM-001004
FieldChemistry
SubjectAnalytical Chemistry
ReferencesPAC, 2016, 88, 407. 'Vocabulary of concepts and terms in chemometrics (IUPAC Recommendations 2016)' on page 417 (https://doi.org/10.1515/pac-2015-0605)
Record as JSON
{
  "id": "MLC-T-CHM-001004",
  "term": "Autoregression",
  "field": "Chemistry",
  "definition": "A statistical model that predicts future values of a time series based on its own past values. It expresses a variable as a linear combination of its previous values and a random error term. This method is applied in chemometrics for analyzing time-dependent chemical data, such as spectroscopic measurements over time.",
  "subject": "Analytical Chemistry",
  "references": [
    "PAC, 2016, 88, 407. 'Vocabulary of concepts and terms in chemometrics (IUPAC Recommendations 2016)' on page 417 (https://doi.org/10.1515/pac-2015-0605)"
  ],
  "url": "https://mlchart.com/terminology/chemistry/autoregression/"
}

Record 1,082 of 13,676 in Chemistry terminology (MLC-0109). Request the full dataset.