Reference no: EM131091163

Write a 5000 words report on Application of Logistic Regression Model in the study of Smoking Habits

Explain the below statment properly in your report 

Smoking is established as a recognized cause of cancer, lung disease, coronary heart disease, and stroke(US Public Health Service,1964,Doll R 1976,1994, US Department of Health and Human Services,1989).it is considered to be the single most important avoidable cause of premature morbidity and mortality in the world. WHO has estimated that there are about 1100 million smokers worldwide; this represents about one-third of the global population aged over 15 years (WHO,1997). About 73% of these smokers (700 million males, 100 million females) are in developing countries; in industrialized countries there are 200 million male smokers and 100 million female smokers. In the over 15-year-old population of developing countries, it is estimated that about 48% of males and 7% of females are smokers

your report should be constructed as per below points : 

1. Introduction: 

• Logistic Regression Model
• Assumptions of Logistic Regression Model

2. ROC CURVE 

 

• Chi Square Test Of Independence
• Statistical Analysis
• Chi Square test of Independence
• Null Hypothesis

 

3. LOGISTIC REGRESSION MODEL

• Results & Discussion

4. References