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Introduction to Statistics and Data Analysis for Physicists

Identifier --gerhardboh-1656
Penulis / PengarangGerhard Bohm, Günter Zech
Kata Kunci Data Analysis
Tanggal Publikasi02 Feb 2010
BahasaBahasa Inggris
Abstrak / Deskripsi Data analysis in modern experiments is unthinkable without simulation techniques. We discuss in some detail how to apply Monte Carlo simulation to parameter estimation, deconvolution, goodness-of-fit tests. We sketch also modern developments like artificial neural nets, bootstrap methods, boosted decision trees, and support vector machines.

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