Arbeitspapier

Transforms in Statistics

It is not an overstatement to say that statistics is based on various transformations of data. Basic statistical summaries such as the sample mean, variance, z-scores, histograms, etc., are all transformed data. Some more advanced summaries, such as principal components, periodograms, empirical characteristic functions, etc., are also examples of transformed data. To give a just coverage of transforms utilized in statistics will take a size of a monograph. In this chapter we will focus only on several important transforms with the emphasis on novel multiscale transforms (wavelet transforms and its relatives).

Language
Englisch

Bibliographic citation
Series: Papers ; No. 2004,26

Classification
Wirtschaft

Event
Geistige Schöpfung
(who)
Vidakovic, Brani
Event
Veröffentlichung
(who)
Humboldt-Universität zu Berlin, Center for Applied Statistics and Economics (CASE)
(where)
Berlin
(when)
2004

Handle
Last update
10.03.2025, 11:42 AM CET

Data provider

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Object type

  • Arbeitspapier

Associated

  • Vidakovic, Brani
  • Humboldt-Universität zu Berlin, Center for Applied Statistics and Economics (CASE)

Time of origin

  • 2004

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