Statistical Modelling in Medical and Economics
Synopsis
The edited book entitled “Statistical Modelling in Medical and Economics” will discussed about the applications that used statistics to analyse a data or forecast future outcomes. In this book, we will discuss how statistics can be applied in areas of medical and economics. This book is important in giving understanding on how statistics can be applied with real data. There are 11 chapters in this book, the first chapter is the introduction, the 2nd until 7th chapter will discuss the applications of statistical modelling in medical and chapter 8 until 11 will discuss the application in economics. This book will brief readers on how statistics can be applied in these fields. It is expected to be main reference for scientists, lecturers, and students.
Chapters
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Chapter 1MEDICAL AND ECONOMIC DATA STATISTICAL MODELING
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Chapter 2THE ANALYSIS OF LUNG CANCER PATIENTS
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Chapter 3ANALYSE BONE MARROW TRANSPLANT DATA WITH COX REGRESSION
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Chapter 4BAYESIAN LOGISTIC REGRESSION ANALYSIS OF ADHD CHILDREN’S DIAGNOSIS
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Chapter 5AIR POLLUTION INDEX FORECASTING WITH SARIMA MODEL
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Chapter 6FORECASTING WIND SPEED WITH AUTOREGRESSIVE-SINGLE EXPONENTIAL SMOOTHING MODEL
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Chapter 7SMOKING CESSATION ANALYSIS BY USING LOGISTIC REGRESSION
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Chapter 8MODELLING OF INFLATION RATE IN MALAYSIA USING MULTIPLE LINEAR REGRESSION METHOD
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Chapter 9INSURANCE POLICY DURATION ANALYSIS USING NONPARAMETRIC AND SEMIPARAMETRIC SURVIVAL ANALYSIS
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Chapter 10MODELLING OCCUPATIONS SUITABILITY AMONGST GRADUATES USING LOGISTIC REGRESSION
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Chapter 11APPLICATION OF HIGH-ORDER FUZZY TIME SERIES FORECASTING ON PRICE OF CRUDE OIL DATA