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This book describes: Steps for generating synthetic data using multivariate normal distributions Methods for distribution fitting covering different goodness-of-fit metrics  How to replicate the simple structure of original data  An approach for modeling data structure to consider complex relationships Multiple approaches and metrics you can use to assess data utility How analysis performed on real data can be replicated with synthetic data Privacy implications of synthetic data and methods to assess identity disclosure","brand":"WoB","offers":[{"title":"GB \/ NEW \/ GARDNERS","offer_id":49735952400657,"sku":"NGR9781492072744","price":0.0,"currency_code":"GBP","in_stock":true},{"title":"US \/ NEW \/ INGRAM","offer_id":51029714206993,"sku":"NIN9781492072744","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ VERY_GOOD \/ INTERNAL","offer_id":51498269475089,"sku":"GOR014304180","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"US \/ VERY_GOOD \/ SBYB","offer_id":52819434111249,"sku":"CIN1492072745VG","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ GOOD \/ INTERNAL","offer_id":52922025672977,"sku":"GOR014656405","price":0.0,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/1492072745.jpg?v=1751425889"},{"product_id":"risky-business-book-khaled-el-emam-9781466980501","title":"Risky Business","description":"Due to the digitization of medical records, more and more health data is readily available. 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By adopting responsible data sharing practices, researchers, companies and the general public can gain the benefits and the promise of big data analytics without sacrificing personal privacy or infringing upon law or regulation. Risky Business - Sharing Health Data While Protecting Privacy illustrates how this goal can be achieved. Bringing articles from a diverse collection of health data experts to inform the reader on contemporary policy, legal and technical issues surrounding health information privacy and data sharing. 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