{"product_id":"statistical-methods-for-hospital-monitoring-with-r-by-kerrie-l-mengersen-9781118596302","title":"Statistical Methods for Hospital Monitoring with R","description":"\u003cdiv class=\"book-description\"\u003e\n\u003cp\u003eHospitals 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.\u003c\/p\u003e\n\n\u003cp\u003eIt provides much-needed guidance on data analysis using R for the growing number of scientists in hospital departments who are responsible for producing reports, and who may have limited statistical expertise.\u003c\/p\u003e\n\n\u003cp\u003eThe book explores data analysis using R and is aimed at scientists in hospital departments who are responsible for producing reports and who are involved in improving safety. Professionals working in the healthcare quality and safety community will also find this book of interest.\u003c\/p\u003e\n\n\u003cp\u003e\u003cem\u003eStatistical Methods for Hospital Monitoring with R\u003c\/em\u003e:\u003c\/p\u003e\n\n\u003cul\u003e\n  \u003cli\u003eProvides functions to perform quality improvement and infection management data analysis.\u003c\/li\u003e\n  \u003cli\u003eExplores the characteristics of complex systems, such as self-organisation and emergent behaviour, along with their implications for such activities as root-cause analysis and the Pareto principle that seek few key causes of adverse events.\u003c\/li\u003e\n  \u003cli\u003eProvides a summary of key non-statistical aspects of hospital safety and easy-to-use functions.\u003c\/li\u003e\n  \u003cli\u003eOffers R scripts on an accompanying website enabling analyses to be performed by the reader: \u003ca href=\"http:\/\/www.wiley.com\/go\/hospital_monitoring\"\u003ehttp:\/\/www.wiley.com\/go\/hospital_monitoring\u003c\/a\u003e\n\u003c\/li\u003e\n  \u003cli\u003eCovers issues that will be of increasing importance in the future, such as generalised additive models, and complex systems, networks, and power laws.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Unknown","offers":[{"title":"Default Title","offer_id":47471617081580,"sku":"9781118596302","price":152.99,"currency_code":"NZD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0705\/7784\/8556\/files\/9781118596302-statistical-methods-for-hospital-monitoring-with-r.jpg?v=1775247980","url":"https:\/\/bookhero.co.nz\/products\/statistical-methods-for-hospital-monitoring-with-r-by-kerrie-l-mengersen-9781118596302","provider":"Book Hero","version":"1.0","type":"link"}