Genmod procedure, Applied Statistics

Assignment Help:

The following dataset is from a study of the effects of second hand smoking in Baltimore, MD, and Washington, DC. For the 25 children involved in this study the outcome variable is the presence of respiratory symptoms when they were 8, 9, 10, and 11 years old. The predictor variables include age, city, and a measure of second hand smoking in the home (coded 0, 1, and 2, corresponding to the amount of exposure to second hand smoking). The SAS data step follows:

data one;
input id city$ @@;
do i=1 to 4;
input age shsmoke resp @@;
output;
end;
datalines;

1 Baltimore 8 0 1 9 0 1 10 0 1 11 0 0

2 Baltimore 8 2 1 9 2 1 10 2 1 11 1 0

3 Baltimore 8 2 1 9 2 0 10 1 0 11 0 0

4 Washington 8 0 0 9 1 1 10 1 1 11 0 0

5 Baltimore 8 0 0 9 1 0 10 1 0 11 1 0

6 Washington 8 0 1 9 0 0 10 0 0 11 0 1

7 Baltimore 8 1 1 9 1 1 10 0 1 11 0 0

8 Washington 8 1 0 9 1 0 10 1 0 11 2 0

9 Washington 8 2 1 9 2 0 10 1 1 11 1 0

10 Baltimore 8 0 0 9 0 0 10 0 0 11 1 0

11 Baltimore 8 1 1 9 0 0 10 0 0 11 0 1

12 Washington 8 0 0 9 0 0 10 0 0 11 0 0

13 Baltimore 8 2 1 9 2 1 10 1 0 11 0 1

14 Washington 8 0 1 9 0 1 10 0 0 11 0 0

15 Baltimore 8 2 0 9 0 0 10 0 0 11 2 1

16 Washington 8 1 0 9 1 0 10 0 0 11 1 0

17 Washington 8 0 0 9 0 1 10 0 1 11 1 1

18 Baltimore 8 1 1 9 2 1 10 0 0 11 1 0

19 Baltimore 8 2 1 9 1 0 10 0 1 11 0 0

20 Washington 8 0 0 9 0 1 10 0 1 11 0 0

21 Baltimore 8 1 0 9 1 0 10 1 0 11 2 1

22 Washington 8 0 1 9 0 1 10 0 0 11 0 0

23 Baltimore 8 1 1 9 1 0 10 0 1 11 0 0

24 Washington 8 1 0 9 1 1 10 1 1 11 2 1

25 Washington 8 0 1 9 0 0 10 0 0 11 0 0;

Use a statistical model to evaluate the associations between the three predictor variables and the presence of respiratory symptoms. Interpret the estimated odds ratios and the corresponding 95% confidence intervals for these associations.


Related Discussions:- Genmod procedure

Determine probability that the person tested has the disease, There are two...

There are two diagnostic tests for a disease. Among those who have the disease, 10% give negative results on the first test, and independently of this, 5% give negative results on

Statistical inquiry, Main stages of Statistical Inquiry The following a...

Main stages of Statistical Inquiry The following are the various stages of a statistical inquiry (1)   Planning the Inquiry: First of all we have to assess the problem und

Determine the matrix of the transformation, Consider the linear transformat...

Consider the linear transformation (a) Find the image of (3 , -2 , 2) under T. (b) Does the vector (5, 3) belong to the range of T? (c) Determine the matrix of the transf

Normal curve applications, Replacement times for TV sets are normally distr...

Replacement times for TV sets are normally distributed with a mean of 8.2 years and a standard deviation of 1.1 years. Find the replacement time that separates the top 20% from the

Calculate the maximum charge current, For the circuit shown below; Wr...

For the circuit shown below; Write a KCL equation for Node A, Node B, Node C and Node D. Write a KVL equation for Loop 1, Loop 2 and Loop 3.   A simple circ

Determine how the ordinary least squares, Question Following the general...

Question Following the general methodology used by econometricians as explained in the session for week 1 (eight steps), explain how you would proceed to determine if a good com

Simple linear regression, We are interested in assessing the effects of tem...

We are interested in assessing the effects of temperature (low, medium, and high) and technical configuration on the amount of waste output for a manufacturing plant. Suppose that

Random sampling method, Random Sampling Method In this method the units...

Random Sampling Method In this method the units are selected in such a way that every item in the whole universe has an equal chance of being included. In the words of croxton

Probability, Ask queFrom these studies, which of the following may be consi...

Ask queFrom these studies, which of the following may be considered a variable that can have a probability distribution? [I] Percentage of Sub-Saharan Africans that smoke [II] Perc

Write Your Message!

Captcha
Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd