About: Surrogate data

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Surrogate data, sometimes known as analogous data, usually refers to time series data that is produced using well-defined (linear) models like ARMA processes that reproduce various statistical properties like the autocorrelation structure of a measured data set. The resulting surrogate data can then for example be used for testing for non-linear structure in the empirical data, see surrogate data testing.

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rdf:type	person
rdfs:label	Surrogate data (en)
rdfs:comment	Surrogate data, sometimes known as analogous data, usually refers to time series data that is produced using well-defined (linear) models like ARMA processes that reproduce various statistical properties like the autocorrelation structure of a measured data set. The resulting surrogate data can then for example be used for testing for non-linear structure in the empirical data, see surrogate data testing. (en)
dcterms:subject	Statistical data types Nonlinear time series analysis
Wikipage page ID	36370812 (xsd:integer)
Wikipage revision ID	1105774473 (xsd:integer)
Link from a Wikipage to another Wikipage	Time series Surrogate data testing Synthetic data Autocorrelation Statistical data types Jackknife resampling Autoregressive–moving-average model Nonlinear time series analysis Bootstrapping (statistics) Mathematical model
sameAs	Surrogate data Surrogate data Surrogate data
dbp:wikiPageUsesTemplate	dbt:Cite_journal dbt:Reflist dbt:Short_description
has abstract	Surrogate data, sometimes known as analogous data, usually refers to time series data that is produced using well-defined (linear) models like ARMA processes that reproduce various statistical properties like the autocorrelation structure of a measured data set. The resulting surrogate data can then for example be used for testing for non-linear structure in the empirical data, see surrogate data testing. Surrogate or analogous data may refer to data used to supplement available data from which a mathematical model is built. Under this definition, it may be generated (i.e., synthetic data) or transformed from another source. (en)
gold:hypernym	Models
prov:wasDerivedFrom	wikipedia-en:Surrogate_data?oldid=1105774473&ns=0
page length (characters) of wiki page	6716 (xsd:nonNegativeInteger)
foaf:isPrimaryTopicOf	wikipedia-en:Surrogate_data
is Link from a Wikipage to another Wikipage of	Permutation test Surrogate data testing Surrogate model Synthetic data Analogous data
is Wikipage redirect of	Analogous data
is foaf:primaryTopic of	wikipedia-en:Surrogate_data

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