The Elements of Statistical Learning

Summary

The Elements of Statistical Learning is a book edition^[1].

Key Facts

• The Elements of Statistical Learning authored Trevor Hastie^[2].
• The Elements of Statistical Learning authored Robert Tibshirani^[3].
• The Elements of Statistical Learning authored Jerome H. Friedman^[4].
• The Elements of Statistical Learning's instance of is recorded as book edition^[5].
• The Elements of Statistical Learning was published by Springer New York^[6].
• The Elements of Statistical Learning's genre is textbook^[7].
• The Elements of Statistical Learning's part of the series is recorded as Springer Series in Statistics^[8].
• The Elements of Statistical Learning's edition number is recorded as 1^[9].
• The Elements of Statistical Learning's language of work or name is recorded as English^[10].
• The Elements of Statistical Learning was released on 2001^[11].
• The Elements of Statistical Learning's edition or translation of is recorded as The Elements of Statistical Learning^[12].
• The Elements of Statistical Learning's main subject is machine learning^[13].
• The Elements of Statistical Learning's main subject is statistics^[14].
• The Elements of Statistical Learning's number of pages is recorded as {'unit': '1', 'amount': '+536'}^[15].
• The Elements of Statistical Learning's title is recorded as The Elements of Statistical Learning^[16].
• The Elements of Statistical Learning's subtitle is recorded as Data Mining, Inference, and Prediction^[17].

Body

Authorship and Creation

Authored works include Trevor Hastie^[2], a statistician^[18], b. 1953^[19], of United States^[20], awarded the Fellow of the Royal Statistical Society^[21], specialised in statistics^[22]; Robert Tibshirani^[3], a statistician^[23], b. 1956^[24], of United States^[25], awarded the Guggenheim Fellowship^[26], specialised in statistics^[27]; and Jerome H. Friedman^[4], a statistician^[28], b. 1939^[29], of United States^[30], awarded the Fellow of the American Statistical Association^[31], specialised in statistics^[32]. The Elements of Statistical Learning was published by Springer New York^[6].

Publication

The Elements of Statistical Learning was published on 2001^[11]. Its language of work or name is recorded as English^[10]. Its genre is textbook^[7]. Its part of the series is recorded as Springer Series in Statistics^[8].

Subject and Themes

Main subjects include machine learning^[13] and statistics^[14]. The Elements of Statistical Learning's part of the series is recorded as Springer Series in Statistics^[8].