Fit an appropriate regression model

Assignment Help Basic Statistics

Reference no: EM131390417

Refer to the data in Table on diabetic patients and the development of retinopathy.

(a) Develop a regression model to predict the probability of development of retinopathy based on years of diabetes and gender of person. Is the model significant at α =0.05?

(b) Is the model developed in part (a) better than that developed in Exercise? Comment.

(d) Find a 95% confidence interval for the mean probability of developing retinopathy for males who have had diabetes for 15 years. What is the corresponding 95% confidence interval for females?

Exercise
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.

150_Table 9.jpg

Reference no: EM131390417

Questions Cloud

What should be addressed during collaboration : Find an article in the Library that addresses a real-world problem from the field and complete the following:Write a clear, concise summary of the problem to be addressed.Analyze how you would apply each step of the multidisciplinary approach to addr..

Write the process to which number applies : The standard heat of formation for NH4ClO4 (s) is -88.9 kJ. Write the process towhich this number applies.

Prepare an annotated bibliography of your research : Prepare an annotated bibliography of your research. Please read Annotated Bibliography.pdf for an overview on annotated bibiographies. Click here for an example of what an annotated bibliography looks like.

Chlorine shorthand configuration and valence electrons : a) Write the chlorine shorthand configuration and valence electrons. b) Why chloride anion size larger than neutral chlorine atom?

Fit an appropriate regression model : 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.

Have american parents got it all backwards : Read this article about parenting (link above) and then give a brief summary. What is the main message and what can we learn from it? Do you agree or disagree with this article and how do you think you will parent based on this information about ..

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.

User Account

All Pages