Statistical Prediction and Machine Learning - Hardcover

Chen, John Tuhao; Lee, Clement; Chen, Lincy Y.

 
9780367332273: Statistical Prediction and Machine Learning
Hardcover
ISBN 10: 0367332272 ISBN 13: 9780367332273
Verlag: Chapman and Hall/CRC, 2024

Inhaltsangabe

This book unifies conventional statistical thinking and contemporary machine learning framework into a single overarching umbrella over data science. The book is designed to bridge the knowledge gap between conventional statistics and machine learning.

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Über die Autorin bzw. den Autor

John T. Chen is a professor of Statistics at Bowling Green State University. He completed his postdoctoral training at McMaster University (Canada) after earning a PhD degree in statistics at the University of Sydney (Australia). John has published research papers in statistics journals such as Biometrika as well as in medicine journals such as the Annals of Neurology.

Clement Lee is a data scientist in a private firm in New York. He earned a Master’s degree in applied mathematics from New York University, after graduating from Princeton University in computer science. Clement enjoys spending time with his beloved wife Belinda and their son Pascal.

Lincy Y. Chen is a data scientist at JP Morgan Chase & Co. She graduated from Cornell University, winning the Edward M. Snyder Prize in Statistics. Lincy has published papers regarding refinements of machine learning methods.

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Verlag
Chapman and Hall/CRC
Erscheinungsdatum
2024
Sprache
Englisch
ISBN 10 
0367332272
ISBN 13 
9780367332273
Einband
Tapa dura
Auflage
1
Anzahl der Seiten
314
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Verantwortliche Person
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