Xinguang C Quantitative Epidemiology 2021
General:
Name: Xinguang C Quantitative Epidemiology 2021
Format: pdf
Size: 21.34 MB
Book:
Title: Quantitative Epidemiology
Author: Xinguang Chen
Language: polski
Year: 2022
Subjects: Science & Technology, Mathematics, Probability Theory, Statistics
Publisher: Springer-Verlag New York, LLC
ISBN: 9783030838522
Total pages: 353
Description:
This book is designed to train graduate students across disciplines within the fields of public health and medicine, with the goal of guiding them in the transition to independent researchers. It focuses on theories, principles, techniques, and methods essential for data processing and quantitative analysis to address medical, health, and behavioral challenges. Students will learn to access to existing data and process their own data, quantify the distribution of a medical or health problem to inform decision making; to identify influential factors of a disease/behavioral problem; and to support health promotion and disease prevention. Concepts, principles, methods and skills are demonstrated with SAS programs, figures and tables generated from real, publicly available data. In addition to various methods for introductory analysis, the following are featured, including 4-dimensional measurement of distribution and geographic mapping, multiple linear and logistic regression, Poissonregression, Cox regression, missing data imputing, and statistical power analysis.
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