{"product_id":"elliptically-symmetric-distributions-in-signal-processing-and-machine-learning-9783031521157","title":"Elliptically Symmetric Distributions in Signal Processing and Machine Learning","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e1. Background on real and complex elliptically symmetric distributions.- Part I: Theoretical developments.- 2.The Fisher-Rao geometry of CES distributions.- 3. Linear shrinkage of sample covariance matrix or matrices under elliptical distributions: a review.- 4. Robust estimation with missing values for elliptical distributions.- Part II: Performance analysis.- 5. Semiparametric estimation in elliptical distributions.- 6. Estimation and Detection Under Misspeci?cation and Complex Elliptically Symmetric Distributions.- 7. Performance analysis of subspace-based algorithms in CES data models.- Part III: Applications to machine learning.- 8. Robust Bayesian Cluster Enumeration for RES Distributions.- 9. FEMDA: a unified framework for discriminant analysis.- 10. Learning Graphs from Heavy-tailed Data.\u003c\/p\u003e","brand":"Springer","offers":[{"title":"Default Title","offer_id":53195386913111,"sku":"9783031521157","price":169.99,"currency_code":"GBP","in_stock":true}],"url":"https:\/\/bookcurl.com\/products\/elliptically-symmetric-distributions-in-signal-processing-and-machine-learning-9783031521157","provider":"Book Curl","version":"1.0","type":"link"}