Fit an appropriate regression model to predict probability

Reference no: EM131390411

Table shows data on diabetic patients and the development of retinopathy. The gender of the person, number of years that the person has been diagnosed with diabetes (labeled as Years), and whether the person has developed retinopathy (Y = Yes; N = No) are shown in the table.

(a) Fit an appropriate regression model to predict the probability of development of retinopathy based on years of diabetes. Is the model significant at α =0.05.

(b) Interpret the model coefficients.

(d) Find a 95% confidence interval for the mean probability of developing reinopathy for persons who have had diabetes for 15 years.

1976_Table 8.jpg

Reference no: EM131390411

Questions Cloud

What data you have collected to indicate there is a problem : Discuss what data you have collected or researched to indicate there is a problem. Include at least two sources of data (charts, data, statistics, etc.). Discuss how each data source is relevant to the problem.

Bicarbonate in the procedure for preparing camphor : Why was the methylene chloride washed with sodium bicarbonate in the procedure for preparing camphor? Why was the methylene chloride washed with sodium bisulfite in the procedure for preparing camphor?

How community project aligns with citys governance processes : Consider how a local community project aligns with the city's governance processes and local public administrative organizational strategy needed to successfully implement a new policy.

Explain importance of understanding your personal ethical : Explain the importance of understanding your personal ethical perspective.Analyze the relationship between personal and professional ethics in psychology.Discuss how the APA decision-making process facilitates more ethical professional behavior.Descr..

Fit an appropriate regression model to predict probability : Fit an appropriate regression model to predict the probability of development of retinopathy based on years of diabetes. Is the model significant at α =0.05.

Partial pressure of a compound : The partial pressure of a compound A changes as follows: time 0 10 20 30 40 50min PA 4.00 2.94 2.32 1.92 1.64 1.42 Pa Make a graph of PA versus time. Use your graph to evaluate (i) the average reaction rate (in Pa min-1) over the first 40 minutes,..

Describe overall structure and functions of your city system : Describe the overall structure and functions of your city's system of government to your State. Include the origin of your State government's system, and the philosophy and evolution of public service in your community.

Does the abstract contain the recommended content : Does the abstract contain the recommended content (see "Abstract,"pp. 210-211, in Yegidis et al.)? How difficult do you think it is to summarize so much information in 150-250 words? Please explain.After reading the entire article, do you think the ..

Develop regression model to predict chance of a heart attack : Develop a regression model to predict the chance of a heart attack based on weight. Interpret the model coefficients.- Is the model significant using α =0.05?

User Account

All Pages