University of Louisville
Statistical Analysis of Pacemaker Placement Data and the Effects on the Overall Quality of Life
Institution
University of Louisville
Faculty Advisor/ Mentor
Dr. Patricia Cerrito
Abstract
The purpose of this research project is to use different statistical models to examine relationships of data in a clinical trial. The data include demographic variables, treatment variables, clinical measurements, and quality of life data. Through different techniques, we will try to discern how quality of life will be improved over time with the implantation of the pacemaker. The different techniques we will use include linear models, tests for categorical data, and kernel density estimation. By using these techniques, we will show the effectiveness of pacemakers and implantable cardioverter defibrillator (ICD) on patients’ health over time. Data concerning quality of life were collected for 12 months after a device was implanted. Data were collected on a total of 101 patients. Through analyzing the data, we will be able to determine how the overall quality of life changes with time.
Statistical Analysis of Pacemaker Placement Data and the Effects on the Overall Quality of Life
The purpose of this research project is to use different statistical models to examine relationships of data in a clinical trial. The data include demographic variables, treatment variables, clinical measurements, and quality of life data. Through different techniques, we will try to discern how quality of life will be improved over time with the implantation of the pacemaker. The different techniques we will use include linear models, tests for categorical data, and kernel density estimation. By using these techniques, we will show the effectiveness of pacemakers and implantable cardioverter defibrillator (ICD) on patients’ health over time. Data concerning quality of life were collected for 12 months after a device was implanted. Data were collected on a total of 101 patients. Through analyzing the data, we will be able to determine how the overall quality of life changes with time.