{"product_id":"bayer-christian-signature-methods-in-finance-9783031972386","title":"Signature Methods in Finance","description":"- Part I: Introduction to Signatures in Machine Learning.- A Primer on the Signature Method in Machine Learning.- An Introduction to Tensors for Path Signatures.- The Signature Kernel.- Part II: Applications of Signatures.- Market Generators: A Paradigm Shift in Financial Modeling.- Signature Maximum Mean Discrepancy Two-Sample Statistical Tests.- Signature and the Functional Taylor Expansion.- Signature-Based Models in Finance.- Signature Trading Strategies.- Optimal Stopping for Non-Markovian Asset Price Processes.- Adapted Topologies and Higher-Rank Signatures.- On Expected Signatures and Signature Cumulants in Semimartingale Models.","brand":"Springer","offers":[{"title":"Default Title","offer_id":53801804628310,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false}],"url":"https:\/\/www.momoxbooks.com\/products\/bayer-christian-signature-methods-in-finance-9783031972386","provider":"momoxbooks","version":"1.0","type":"link"}