TY - BOOK AU - Morton,Anthony Park AU - Mengersen,Kerrie L. AU - Playford,Geoffrey AU - Whitby,Michael TI - Statistical methods for hospital monitoring with R T2 - Statistics in practice SN - 9781118639177 AV - RA971 U1 - 362.11068 23 PY - 2013/// CY - Chichester, West Sussex PB - Wiley KW - Hospitals KW - Administration KW - Statistical methods KW - Hospital Administration KW - Statistics as Topic KW - Efficiency, Organizational KW - Health services administration KW - Hospital administration KW - Statistics as topic KW - MEDICAL KW - Hospital Administration & Care KW - bisacsh KW - fast KW - Electronic books KW - local N1 - Includes bibliographical references and index; Proportion -- Risk adjustment -- Cusum and related charts for binary data -- Introduction rate and count data -- Introduction, data, limitations of aggregated count data analysis -- Arranging data by weeks, months, quarters -- Multiple antibiotic-resistant organism (MRO) prevalence -- Overview of hospital quality improvement N2 - Hospitals monitoring is becoming more complex and is increasing both because staff want their data analysed and because of increasing mandated surveillance. This book provides a suite of functions in R, enabling scientists and data analysts working in infection management and quality improvement departments in hospitals, to analyse their often non-independent data which is frequently in the form of trended, over-dispersed and sometimes auto-correlated time series; this is often difficult to analyse using standard office software. This book provides much-needed guidance on data analy UR - http://onlinelibrary.wiley.com/book/10.1002/9781118639153 ER -