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

Data project, Choose any published database from the internet or Bethel lib...

Choose any published database from the internet or Bethel library (such as those from the Census Bureau or any financial sites). You may opt to use one of the data files provided b

Assumptions in anova, Assumptions in ANOVA The various populations f...

Assumptions in ANOVA The various populations from which the samples are drawn should be normal and have the same variance. The requirement of normality can be discarded if t

Kurtosis and skew, how to interpret results, a good explanation to help me ...

how to interpret results, a good explanation to help me understand.

Explain survey development process, Problem: A survey usually originate...

Problem: A survey usually originates when an individual or an institution is confronted with an information need and the existing data are  insufficient. Planning the questionn

Descriptive statistics, find the average rate of increase in population whi...

find the average rate of increase in population which in the first decade has increased 20%.in the second 25% and in the third 44%

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

Calculate the ratio of the sample standard deviation, The Case Study includ...

The Case Study included information about the price for a full meal before and after the law change (in dollars).  Of interest is whether the differences in price for a full meal b

Graphical calculation for mode, For calculating the mode of the grouped dat...

For calculating the mode of the grouped data graphically, the following procedure is adopted. Draw a histogram of the data; the modal class is the tallest rectangle.

Harmonic mean, The Harmonic Mean is based on the reciprocals of numbers ave...

The Harmonic Mean is based on the reciprocals of numbers averaged. It is defined as the reciprocal of the arithmetic mean of the reciprocal of the given individual observations. Th

Scatter diagram - correlation analysis, Scatter Diagram The first step ...

Scatter Diagram The first step in correlation analysis is to visualize the relationship. For each unit of observation in correlation analysis there is a pair of numerical value

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