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Probabilistic population projections for countries with generalized HIV/AIDS epidemics
by
He, Yanjun
, Godwin, Jessica
, Clark, Samuel J.
, Sharrow, David J.
, Raftery, Adrian E.
in
Acquired immune deficiency syndrome
/ Adolescent
/ Adult
/ Age
/ AIDS
/ Bayes Theorem
/ Bayesian hierarchical model
/ Botswana - epidemiology
/ Child
/ Child, Preschool
/ cohort component projection method
/ Computer simulation
/ Epidemics
/ Estimation and Projection Package
/ Extended projection principle
/ Female
/ Fertility
/ HIV
/ HIV Infections - epidemiology
/ HIV Infections - mortality
/ Human immunodeficiency virus
/ Humans
/ Infant
/ Life Expectancy
/ Life span
/ Life tables
/ Male
/ Middle Aged
/ Models, Statistical
/ Mortality
/ Mortality rates
/ Mozambique - epidemiology
/ Population Forecast - methods
/ Prevalence
/ Probability
/ Projection
/ Projections
/ Public health
/ Sexually transmitted diseases
/ Sierra Leone - epidemiology
/ Spectrum
/ Statistical analysis
/ STD
/ Time series
/ UNAIDS
/ United Nations
/ Validity
/ World Population Prospects
/ Young Adult
/ Zimbabwe - epidemiology
2018
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Probabilistic population projections for countries with generalized HIV/AIDS epidemics
by
He, Yanjun
, Godwin, Jessica
, Clark, Samuel J.
, Sharrow, David J.
, Raftery, Adrian E.
in
Acquired immune deficiency syndrome
/ Adolescent
/ Adult
/ Age
/ AIDS
/ Bayes Theorem
/ Bayesian hierarchical model
/ Botswana - epidemiology
/ Child
/ Child, Preschool
/ cohort component projection method
/ Computer simulation
/ Epidemics
/ Estimation and Projection Package
/ Extended projection principle
/ Female
/ Fertility
/ HIV
/ HIV Infections - epidemiology
/ HIV Infections - mortality
/ Human immunodeficiency virus
/ Humans
/ Infant
/ Life Expectancy
/ Life span
/ Life tables
/ Male
/ Middle Aged
/ Models, Statistical
/ Mortality
/ Mortality rates
/ Mozambique - epidemiology
/ Population Forecast - methods
/ Prevalence
/ Probability
/ Projection
/ Projections
/ Public health
/ Sexually transmitted diseases
/ Sierra Leone - epidemiology
/ Spectrum
/ Statistical analysis
/ STD
/ Time series
/ UNAIDS
/ United Nations
/ Validity
/ World Population Prospects
/ Young Adult
/ Zimbabwe - epidemiology
2018
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Do you wish to request the book?
Probabilistic population projections for countries with generalized HIV/AIDS epidemics
by
He, Yanjun
, Godwin, Jessica
, Clark, Samuel J.
, Sharrow, David J.
, Raftery, Adrian E.
in
Acquired immune deficiency syndrome
/ Adolescent
/ Adult
/ Age
/ AIDS
/ Bayes Theorem
/ Bayesian hierarchical model
/ Botswana - epidemiology
/ Child
/ Child, Preschool
/ cohort component projection method
/ Computer simulation
/ Epidemics
/ Estimation and Projection Package
/ Extended projection principle
/ Female
/ Fertility
/ HIV
/ HIV Infections - epidemiology
/ HIV Infections - mortality
/ Human immunodeficiency virus
/ Humans
/ Infant
/ Life Expectancy
/ Life span
/ Life tables
/ Male
/ Middle Aged
/ Models, Statistical
/ Mortality
/ Mortality rates
/ Mozambique - epidemiology
/ Population Forecast - methods
/ Prevalence
/ Probability
/ Projection
/ Projections
/ Public health
/ Sexually transmitted diseases
/ Sierra Leone - epidemiology
/ Spectrum
/ Statistical analysis
/ STD
/ Time series
/ UNAIDS
/ United Nations
/ Validity
/ World Population Prospects
/ Young Adult
/ Zimbabwe - epidemiology
2018
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Probabilistic population projections for countries with generalized HIV/AIDS epidemics
Journal Article
Probabilistic population projections for countries with generalized HIV/AIDS epidemics
2018
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Overview
In 2015, the United Nations (UN) issued probabilistic population projections for all countries up to 2100, by simulating future levels of total fertility and life expectancy and combining the results using a standard cohort component projection method. For the 40 countries with generalized HIV/AIDS epidemics, the mortality projections used the Spectrum/Estimation and Projection Package (EPP) model, a complex, multistate model designed for short-term projections of policy-relevant quantities for the epidemic. We propose a simpler approach that is more compatible with existing UN projection methods for other countries. Changes in life expectancy are projected probabilistically using a simple time series regression and then converted to age- and sex-specific mortality rates using model life tables designed for countries with HIV/AIDS epidemics. These are then input to the cohort component method, as for other countries. The method performed well in an out-of-sample cross-validation experiment. It gives similar short-run projections to Spectrum/EPP, while being simpler and avoiding multistate modelling.
Publisher
Routledge,Routledge Taylor & Francis Group,Population Investigation Committee, London School of Economics and Political Science
Subject
Acquired immune deficiency syndrome
/ Adult
/ Age
/ AIDS
/ Child
/ cohort component projection method
/ Estimation and Projection Package
/ Extended projection principle
/ Female
/ HIV
/ HIV Infections - epidemiology
/ Human immunodeficiency virus
/ Humans
/ Infant
/ Male
/ Population Forecast - methods
/ Sexually transmitted diseases
/ Spectrum
/ STD
/ UNAIDS
/ Validity
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