Practical Predictive Analytics and Decisioning Systems for Medicine: Informatics Accuracy and Cost-Effectiveness for Healthcare Administration and Delivery Including Medical Research by Gary D. Miner

Gary D. Miner . Unknown Year . English

With the advent of electronic medical records years ago and the increasing capabilities of computers, our healthcare systems are sitting on growing mountains of data. Not only does the data grow from patient volume but the type of data we store is also growing exponentially. Practical Predictive Analytics and Decisioning Systems for Medicine provides research tools to analyze these large amounts of data and addresses some of the most pressing issues and challenges where data integrity is compromised: patient safety, patient communication, and patient information. Through the use of predictive analytic models and applications, this book is an invaluable resource to predict more accurate outcomes to help improve quality care in the healthcare and medical industries in the most cost–efficient manner.Practical Predictive Analytics and Decisioning Systems for Medicine provides the basics of predictive analytics for those new to the area and focuses on general philosophy and activities in the healthcare and medical system. It explains why predictive models are important, and how they can be applied to the predictive analysis process in order to solve real industry problems. Researchers need this valuable resource to improve data analysis skills and make more accurate and cost-effective decisions.

Categories: Philosophy

About the Author

Joseph Michael Hilbe (b: 30Dec1944 Los Angeles, CA.) Emeritus Professor, Univ. of Hawaii, Adj Prof of Statistics, Arizona State U., and Solar System Ambassador, NASA/Jet Propulsion Laboratory, CalTech; Hilbe is the founding President of the International Astrostatistics Association; is an Elected Fellow of the American Statistical Assoc, an Elected Fellow of the International Astrostatistics Association, an elected member of the International Statistical Institute, and is a "Full Member" of the American Astronomical Society; Prof. Hilbe is author of seventeen statistics books since 2001, including "Modeling Count Data, "Negative Binomial Regression", "Practical Guide to Logistic Regression", and "Logistic Regression Models", leading texts on the subjects. "Modeling Count Data" won the 2015 PROSE honorable mention award in mathematics, and was the only statistics text to win an award. His books, articles, and software on count models and logistic regression in particular have been extremely influential worldwide. in 2016 Hilbe was presented with the initial "Outstanding Contributions to Astrostatistics" medal by the International Astrostatistics Association, the association's top award. In athletics Hilbe was a lead athletics (Track & Field) competition official at the 1984 Los Angeles Olympic Games, was a U.S. team and NCAA Div 1 head track & field coach, won two national track championships, and was a 'world list' sprinter in the 1960s. Hilbe was recognized in 2009 as a Distinguished Alumnus at California State University, Chico, from which he earned a BA degree in philosophy in 1968. Two years earlier he was inducted into the "Chico State" Athletic Hall of Fame, the only graduate of the university to achieve both distinctions. He is also an inductee into the Athletic Halls of Fame of both high schools he attended, Woodside Priory Prep (1958-1961) and Paradise HS (1961-62). He is married with 4 children, 5 grandchildren, and a white Maltese male dog named Sirr, living in Arizona.

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