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Record Nr. |
UNINA9910816064703321 |
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Autore |
Aldridge Irene <1975-> |
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Titolo |
Big data science in finance / / by Irene Aldridge, Marco Avellaneda |
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Pubbl/distr/stampa |
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Hoboken, New Jersey : , : Wiley, , [2021] |
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©2021 |
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ISBN |
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1-119-60299-8 |
1-119-60297-1 |
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Descrizione fisica |
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1 online resource (339 pages) |
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Disciplina |
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Soggetti |
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Big data |
Finance - Decision making - Data processing |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Nota di contenuto |
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Why big data? -- Neural networks in finance -- Supervised models -- Semi-supervised learning -- Letting the data speak with unsupervised learning -- Big data factor models -- Data as a signal versus noise -- Applications : big data in options pricing and stochastic modeling -- Data clustering. |
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Sommario/riassunto |
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"Data Science has overtaken the way the finance and investment is done on Wall Street. All tools and techniques driving decision-making are being revamp with the help of applied mathematics and code"-- |
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