lifeexpect: Life expectancy in the US (2020)
In fmcmc: A friendly MCMC framework
lifeexpect R Documentation
Life expectancy in the US (2020)
Description
A simulated data set based on statistics of life expectancy in the US at birth.
Usage
lifeexpect
Format
A 1,000 rows data frame with three columns:
-
age: Years lived.
-
smoke: 0/1 variable equal to 1 if the individual smokes.
-
female: 0/1 variable equal to 1 if the individual is a female at birth.
Details
The data was generated using official statistics from the CDC and a
study of life expectancy of smokers in the US published in the New England
Journal of Medicine (see references).
According to the CDC, data from 2020 indicates that the average life expectancy
of females in the US is 80.5 years vs 75.1 years for males (which declined
with respect to 2019 after COVID hit the US). In Jha et al. (2013), evidence
is presented indicating that individuals who smoke have at least ten years
left of life expectancy compared to non-smokers.
The parameter estimates for the data generating process where:
An average of life expectancy of 80.1.
Smokers live 10 years less than non-smokers.
Females live 5.4 years longer than males.
References
Jha, P., Ramasundarahettige, C., Landsman, V., Rostron, B., Thun, M., Anderson, R. N.,
... Peto, R. (2013). 21st-Century Hazards of Smoking and Benefits of Cessation
in the United States. New England Journal of Medicine, 368(4), 341–350.
\Sexpr[results=rd]{tools:::Rd_expr_doi("10.1056/NEJMsa1211128")}
Arias, E., Tejada-Vera, B., & Ahmad, F. (2021). Provisional life expectancy
estimates for January through June, 2020.
https://www.cdc.gov/nchs/data/vsrr/VSRR10-508.pdf
fmcmc documentation built on Aug. 30, 2023, 1:09 a.m.
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| lifeexpect | R Documentation |
Life expectancy in the US (2020)
Description
A simulated data set based on statistics of life expectancy in the US at birth.
Usage
lifeexpect
Format
A 1,000 rows data frame with three columns:
-
age: Years lived. -
smoke: 0/1 variable equal to 1 if the individual smokes. -
female: 0/1 variable equal to 1 if the individual is a female at birth.
Details
The data was generated using official statistics from the CDC and a study of life expectancy of smokers in the US published in the New England Journal of Medicine (see references).
According to the CDC, data from 2020 indicates that the average life expectancy of females in the US is 80.5 years vs 75.1 years for males (which declined with respect to 2019 after COVID hit the US). In Jha et al. (2013), evidence is presented indicating that individuals who smoke have at least ten years left of life expectancy compared to non-smokers.
The parameter estimates for the data generating process where:
An average of life expectancy of 80.1.
Smokers live 10 years less than non-smokers.
Females live 5.4 years longer than males.
References
Jha, P., Ramasundarahettige, C., Landsman, V., Rostron, B., Thun, M., Anderson, R. N., ... Peto, R. (2013). 21st-Century Hazards of Smoking and Benefits of Cessation in the United States. New England Journal of Medicine, 368(4), 341–350. \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1056/NEJMsa1211128")}
Arias, E., Tejada-Vera, B., & Ahmad, F. (2021). Provisional life expectancy estimates for January through June, 2020. https://www.cdc.gov/nchs/data/vsrr/VSRR10-508.pdf
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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