Using this example, what is the odd ratio representing the odds of being infected with Covid for a person living in a single home with multiple families compared to a person living in a single home with a single family with multiple generations?  Enter the answer up to three digits after decimal
Using this example, what is the odd ratio representing the odds of being infected with Covid for a person living in a single home with multiple families compared to a person living in a single home with a single family with multiple generations?  Enter the answer up to three digits after decimal
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
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Using this example, what is the odd ratio representing the odds of being infected with Covid for a person living in a single home with multiple families compared to a person living in a single home with a single family with multiple generations? 
Enter the answer up to three digits after decimal
![**Analysis of Living Situations and COVID-19 Log-Odds**
In a study modeling the likelihood of contracting COVID-19 based on living situations, several indicator variables were defined:
- **Z1**: Resided in an apartment building with a single nuclear family (e.g., parents and children).
- **Z2**: Resided in an apartment building with a single family including multiple generations (more than 2 generations).
- **Z3**: Lived in a single-family home or townhouse with multiple families.
- **Z4**: Lived in a single-family home or townhouse with a single family including multiple generations (more than 2 generations).
The **reference category** for comparison was defined as living in a single-family home or townhouse with a single nuclear family.
The **fitted logistic regression equation** derived from the study is:
\[ \text{logit} = 0.20 + 0.10*Z1 + 0.30*Z2 + 0.45*Z3 + 0.20*Z4 \]
This equation helps to understand how different living conditions may influence the probability, expressed in log-odds, of contracting COVID-19.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F48993cee-6cc3-4e73-bc79-b92a75365418%2F2401f5dc-873c-4bf0-aa5b-c514ece05aec%2Fwpp8qbl_processed.jpeg&w=3840&q=75)
Transcribed Image Text:**Analysis of Living Situations and COVID-19 Log-Odds**
In a study modeling the likelihood of contracting COVID-19 based on living situations, several indicator variables were defined:
- **Z1**: Resided in an apartment building with a single nuclear family (e.g., parents and children).
- **Z2**: Resided in an apartment building with a single family including multiple generations (more than 2 generations).
- **Z3**: Lived in a single-family home or townhouse with multiple families.
- **Z4**: Lived in a single-family home or townhouse with a single family including multiple generations (more than 2 generations).
The **reference category** for comparison was defined as living in a single-family home or townhouse with a single nuclear family.
The **fitted logistic regression equation** derived from the study is:
\[ \text{logit} = 0.20 + 0.10*Z1 + 0.30*Z2 + 0.45*Z3 + 0.20*Z4 \]
This equation helps to understand how different living conditions may influence the probability, expressed in log-odds, of contracting COVID-19.
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