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Personal bibliography of
Kenneth Willcox Wachter
[ CalNetDS
- MGP
- MathScinet
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Found 59 works of type " ARTICLE"
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James R. Carey, Nikos T. Papadopoulous, Hans-Georg M"uller, Byron I. Katsoyannos, Nikos A. Kouloussis, Jane-Ling Wang, Kenneth Wachter, Wei Yu and and Pablo Liedo
Age Structure Changes and Extraordinary Lifespan in Wild Medfly Populations
Aging Cell 7, 426--437 (2008).
[GScholar?]
[DOI]
[BibTeX]
Abstract: The main purpose of this study was to test the hypotheses that major changes in age structure occur in wild populations of the Mediterranean fruit fly (medfly) and that a substantial fraction of individuals survive to middle age and beyond (> 3--4 weeks). We thus brought reference life tables and deconvolution models to bear on medfly mortality data gathered from a 3-year study of field- captured individuals that were monitored in the laboratory. The average time-to-death of captured females differed between sampling dates by 23.9, 22.7, and 37.0 days in the 2003, 2004, and 2005 field seasons, respectively. These shifts in average times-to-death provided evidence of changes in population age structure. Estimates indicated that middle-aged medflies (> 30 days) were common in the population. A surprise in the study was the extraordinary longevity observed in field-captured medflies. For example, 19 captured females but no reference females survived in the laboratory for 140 days or more, and 6 captured but no reference males survived in the laboratory for 170 days or more. This paper advances the study of aging in the wild by introducing a new method for estimating age structure in insect populations, demonstrating that major changes in age structure occur in field populations of insects, showing that middle-aged individuals are common in the wild, and revealing the extraordinary lifespans of wild-caught individuals due to their early life experience in the field.
@article{KWW2008c,
TITLE = {Age Structure Changes and Extraordinary Lifespan in Wild Medfly
Populations},
AUTHOR = {James R. Carey and Nikos T. Papadopoulous and Hans-Georg M"{u}ller
and Byron I. Katsoyannos and Nikos A. Kouloussis and Jane-Ling Wang
and Kenneth Wachter and Wei Yu and and Pablo Liedo},
JOURNAL = {Aging Cell},
VOLUME = {7},
PAGES = {426--437},
YEAR = {2008},
ID = {info:doi/10.1111/j.1474-9726.2008.00390.x},
ABSTRACT = {The main purpose of this study was to test the hypotheses that
major changes in age structure occur in wild populations of the
Mediterranean fruit fly (medfly) and that a substantial fraction of
individuals survive to middle age and beyond (> 3--4 weeks). We
thus brought reference life tables and deconvolution models to bear
on medfly mortality data gathered from a 3-year study of field-
captured individuals that were monitored in the laboratory. The
average time-to-death of captured females differed between sampling
dates by 23.9, 22.7, and 37.0 days in the 2003, 2004, and 2005
field seasons, respectively. These shifts in average times-to-death
provided evidence of changes in population age structure. Estimates
indicated that middle-aged medflies (> 30 days) were common in the
population. A surprise in the study was the extraordinary longevity
observed in field-captured medflies. For example, 19 captured
females but no reference females survived in the laboratory for 140
days or more, and 6 captured but no reference males survived in the
laboratory for 170 days or more. This paper advances the study of
aging in the wild by introducing a new method for estimating age
structure in insect populations, demonstrating that major changes
in age structure occur in field populations of insects, showing
that middle-aged individuals are common in the wild, and revealing
the extraordinary lifespans of wild-caught individuals due to their
early life experience in the field.},
}
-
Kenneth W. Wachter
Biodemography Comes of Age
Demographic Research 19 (No. 40), 1501--1512 (August 2008).
[Link]
[GScholar?]
[BibTeX]
Abstract: Biodemography has emerged and grown over the last fifteen years, with loyal and farsighted support from its patrons. As it enters what might be called its adolescence as a field, it faces challenges along with abounding opportunities. One challenge is to continue to generate knowledge that contributes to human health and well-being. A second is to insist on high standards of quality control within its cross-disciplinary environment. Opportunities appear in a variety of directions, including mathematical modeling, genomic analyses, and field studies of aging in the wild.
@article{KWW2008d,
TITLE = {Biodemography Comes of Age},
AUTHOR = {Kenneth W. Wachter},
JOURNAL = {Demographic Research},
VOLUME = {19},
NUMBER = {40},
PAGES = {1501--1512},
URL = {http://www.demographic-research.org/volumes/vol19/40/},
MONTH = {August},
YEAR = {2008},
ABSTRACT = {Biodemography has emerged and grown over the last fifteen years,
with loyal and farsighted support from its patrons. As it enters
what might be called its adolescence as a field, it faces
challenges along with abounding opportunities. One challenge is to
continue to generate knowledge that contributes to human health and
well-being. A second is to insist on high standards of quality
control within its cross-disciplinary environment. Opportunities
appear in a variety of directions, including mathematical modeling,
genomic analyses, and field studies of aging in the wild.},
}
-
David R. Steinsaltz and Kenneth W. Wachter
Understanding Mortality Rate Deceleration and Heterogeneity
Mathematical Population Studies 13 (No. 1), 19--37 (2006).
[GScholar?]
[DOI]
[BibTeX]
Abstract: Generic relationships between heterogeneity in population frailty and flattening of aggregate population hazard functions at extreme ages are drawn from classical mathematical results on the limiting behavior of Laplace transforms. In particular, it shows that the population hazard function converges to a constant precisely when the distribution of unobserved heterogeneity in initial mortalities behaves asymptotically as a polynomial near zero.
@article{KWW2006a,
TITLE = {Understanding Mortality Rate Deceleration and Heterogeneity},
AUTHOR = {David R. Steinsaltz and Kenneth W. Wachter},
JOURNAL = {Mathematical Population Studies},
VOLUME = {13},
NUMBER = {1},
PAGES = {19--37},
YEAR = {2006},
ID = {info:doi/10.1080/08898480500452117},
ABSTRACT = {Generic relationships between heterogeneity in population frailty
and flattening of aggregate population hazard functions at extreme
ages are drawn from classical mathematical results on the limiting
behavior of Laplace transforms. In particular, it shows that the
population hazard function converges to a constant precisely when
the distribution of unobserved heterogeneity in initial mortalities
behaves asymptotically as a polynomial near zero.},
}
-
Joshua R. Goldstein and Kenneth W. Wachter
Relationships between Period and Cohort Life Expectancy: Gaps and Lags
Population Studies 60 (No. 3), 257--269 (November 2006).
[GScholar?]
[DOI]
[BibTeX]
Abstract: This paper offers an empirical and analytic foundation for regarding period life expectancy as a lagged indicator of the experience of real cohorts in populations experiencing steady improvement in mortality. We find that current period life expectancy in the industrialized world applies to cohorts born some 40-50 years ago. Lags track an average age at which future years of life are being gained, in a sense that we make precise. Our findings augment Ryder's classic results on period-cohort translation.
@article{KWW2006b,
TITLE = {Relationships between Period and Cohort Life Expectancy: Gaps and
Lags},
AUTHOR = {Joshua R. Goldstein and Kenneth W. Wachter},
JOURNAL = {Population Studies},
VOLUME = {60},
NUMBER = {3},
PAGES = {257--269},
MONTH = {November},
YEAR = {2006},
ID = {info:doi/10.1080/00324720600895876},
ABSTRACT = {This paper offers an empirical and analytic foundation for
regarding period life expectancy as a lagged indicator of the
experience of real cohorts in populations experiencing steady
improvement in mortality. We find that current period life
expectancy in the industrialized world applies to cohorts born some
40-50 years ago. Lags track an average age at which future years of
life are being gained, in a sense that we make precise. Our
findings augment Ryder's classic results on period-cohort
translation.},
}
-
David R. Steinsaltz, Steven N. Evans and Kenneth W. Wachter
A generalized model of mutation-selection balance with applications to aging
Advances in Applied Mathematics 35 (No. 1), 16--33 (2005).
[.pdf]
[GScholar?]
[arXiv] [DOI]
[BibTeX]
Abstract: A probability model is presented for the dynamics of mutation-- selection balance in a haploid infinite-population infinite-sites setting sufficiently general to cover mutation-driven changes in full age-specific demographic schedules. The model accommodates epistatic as well as additive selective costs. Closed form characterizations are obtained for solutions in finite time, along with proofs of convergence to stationary distributions and a proof of the uniqueness of solutions in a restricted case. Examples are given of applications to the biodemography of aging.
@article{STEINSALTZ:0000:AGMOMB,
AUTHOR = {Steinsaltz, David R. and Evans, Steven N. and Wachter, Kenneth W.},
TITLE = {A generalized model of mutation-selection balance with applications
to aging},
JOURNAL = {Advances in Applied Mathematics},
VOLUME = {35},
NUMBER = {1},
PAGES = {16--33},
YEAR = {2005},
URL = {http://www.mast.queensu.ca/~steinsaltz/papers/ms.pdf},
ID = {info:oai/arXiv.org:q-bio.PE/0403002,
info:doi/10.1016/j.aam.2004.09.003},
ABSTRACT = {A probability model is presented for the dynamics of mutation--
selection balance in a haploid infinite-population infinite-sites
setting sufficiently general to cover mutation-driven changes in
full age-specific demographic schedules. The model accommodates
epistatic as well as additive selective costs. Closed form
characterizations are obtained for solutions in finite time, along
with proofs of convergence to stationary distributions and a proof
of the uniqueness of solutions in a restricted case. Examples are
given of applications to the biodemography of aging.},
}
-
Kenneth W. Wachter
Spatial Demography
Proc. Natl. Acad. Sci. Unit. States Am. 102 (No. 43), 15299--15300 (October 2005).
No abstract. Introduction to this issue of PNAS
[GScholar?]
[DOI]
[BibTeX]
@article{KWW2005b,
TITLE = {Spatial Demography},
AUTHOR = {Kenneth W. Wachter},
JOURNAL = {Proc. Natl. Acad. Sci. Unit. States Am.},
VOLUME = {102},
NUMBER = {43},
PAGES = {15299--15300},
MONTH = {October},
YEAR = {2005},
ID = {info:doi/10.1073/pnas.0508155102},
NOTE = {No abstract. Introduction to this issue of PNAS},
}
-
Kenneth W. Wachter
Tempo and its Tribulations
Demographic Research 13 (No. 9), 201--222 (November 2005).
[Link]
[GScholar?]
[BibTeX]
Abstract: Bongaarts and Feeney offer alternatives to period life expectancy with a set of demographic measures equivalent to each other under a Proportionality Assumption. Under this assumption, we show that the measures are given by exponentially weighted moving averages of earlier values of period life expectancy. They are indices of mortality conditions in the recent past. The period life expectancy is an index of current mortality conditions. The difference is a difference between past and present, not a ``tempo distortion'' in the present. In contrast, the Bongaarts-Feeney tempo-adjusted Total Fertility Rate is a measure of current fertility conditions, which can be understood in terms of a process of birth-age standardization.
@article{KWW2005c,
TITLE = {Tempo and its Tribulations},
AUTHOR = {Kenneth W. Wachter},
JOURNAL = {Demographic Research},
VOLUME = {13},
NUMBER = {9},
PAGES = {201--222},
MONTH = {November},
YEAR = {2005},
ABSTRACT = {Bongaarts and Feeney offer alternatives to period life expectancy
with a set of demographic measures equivalent to each other under a
Proportionality Assumption. Under this assumption, we show that the
measures are given by exponentially weighted moving averages of
earlier values of period life expectancy. They are indices of
mortality conditions in the recent past. The period life expectancy
is an index of current mortality conditions. The difference is a
difference between past and present, not a ``tempo distortion'' in
the present. In contrast, the Bongaarts-Feeney tempo-adjusted Total
Fertility Rate is a measure of current fertility conditions, which
can be understood in terms of a process of birth-age
standardization.},
URL = {http://www.demographic-research.org/volumes/vol13/9},
}
-
Kenneth W. Wachter
The past, present, and future of demography and the role of the Max Planck Institute for Demographic Research
Demographic Research 9 (2003).
[Link]
[GScholar?]
[BibTeX]
Abstract: Demography, within the memories of those now living,has been shaped by a few outstanding centers,the Institut National d'Etudes Demographiques,the Cambridge Group for the History of Population and Social Structure, and the Princeton Office of Population Research. The Max Planck Institute for Demographic Research, whose new building received a festive dedication on 31 March 2003, now joins this distinguished family.
@article{WACHTER:2003:TPPAFO,
AUTHOR = {Wachter, Kenneth W.},
TITLE = {The past, present, and future of demography and the role of the
{M}ax {P}lanck {I}nstitute for {D}emographic {R}esearch},
JOURNAL = {Demographic Research},
ISSN = {1435-9871},
VOLUME = {9},
YEAR = {2003},
URL = {http://www.demographic-research.org/volumes/vol9/4},
ABSTRACT = {Demography, within the memories of those now living,has been shaped
by a few outstanding centers,the Institut National d'Etudes
Demographiques,the Cambridge Group for the History of Population
and Social Structure, and the Princeton Office of Population
Research. The Max Planck Institute for Demographic Research, whose
new building received a festive dedication on 31 March 2003, now
joins this distinguished family.},
}
-
Kenneth W. Wachter, John E. Knodel and Mark VanLandingham
Parental bereavement: heterogeneous impacts of AIDS in Thailand
Journal of Econometrics 112 (No. 1), 193--206 (2003).
[GScholar?]
[ZM] [MR] [DOI]
[BibTeX]
Abstract: Over the coming decades in Thailand, aging parents whose adult children sicken with AIDS will bear burdens of caregiving and loss. Using demographic microsimulations, we show that the new, lower projections of the HIV/AIDS epidemic still imply that $8\%$ of Thais over the age of 50 in 1995 will lose one or more children to AIDS before their own deaths. The proportion of all losses which are multiple losses can vary from $12\%$ to $33\%$ under a range of assumptions about plausible family-to-family heterogeneity in risks of infection.
@article{WACHTER:2003:PBHIOA,
AUTHOR = {Wachter, Kenneth W. and Knodel, John E. and VanLandingham, Mark},
TITLE = {Parental bereavement: heterogeneous impacts of {AIDS} in {T}hailand},
JOURNAL = {J. Econometrics},
FJOURNAL = {Journal of Econometrics},
ISSN = {0304-4076},
VOLUME = {112},
NUMBER = {1},
YEAR = {2003},
PAGES = {193--206},
CODEN = {JECMB6},
MRCLASS = {Database Expansion Item},
ZBLABSTRACT = {Over the coming decades in Thailand, aging parents whose adult
children sicken with AIDS will bear burdens of caregiving and loss.
Using demographic microsimulations, we show that the new, lower
projections of the HIV/AIDS epidemic still imply that $8\%$ of
Thais over the age of 50 in 1995 will lose one or more children to
AIDS before their own deaths. The proportion of all losses which
are multiple losses can vary from $12\%$ to $33\%$ under a range of
assumptions about plausible family-to-family heterogeneity in risks
of infection.},
ZBLCLASS = {92D30;91D20},
ID = {info:zbl/1008.92033, info:mr/MR1963238,
info:doi/10.1016/S0304-4076(02)00160-4},
}
-
Kenneth W. Wachter, John E. Knodel and Mark J. VanLandingham
AIDS and the elderly of Thailand: Projecting familial impacts
Demography 39, 25--41 (2002).
[Link]
[GScholar?]
[BibTeX]
[Editorial notes]
Abstract: We apply aggregate demographic analysis and computer microsimulation to project the number of older Thais who will lose children to AIDS during their own lifetimes and to assess their involvement with ill children through caregiving and coresidence. Parental bereavements from AIDS are predicted to peak at around 80,000 per year between 2003 and 2007. Despite an HIV prevalence of only $2\%, 13\%$ of Thais who were over age 50 as of 1995 are likely to experience the loss of at least one adult child to AIDS, and $12\%$ of them will lose multiple children. The chance of losing an adult child during one's lifetime will be $70\%$ higher than if there were no AIDS epidemic. The impacts of the worldwide epidemic of HIV-AIDS extend far beyond the infected individuals themselves. Demographic disruptions, recognized early by Palloni and Lee (1992), loom ever larger. A host of emotional, economic, social, and physical strains on family members have been surveyed by Bloom and Godwin (1997), Bor and Elford (1994), and Patel (1995). Orphanhood and the plight of children whose parents are living with or dying of AIDS are attracting particular attention...
@article{WACHTER:2002:AATEOT,
AUTHOR = {Wachter, Kenneth W. and Knodel, John E. and VanLandingham, Mark J.},
TITLE = {AIDS and the elderly of {T}hailand: Projecting familial impacts},
JOURNAL = {Demography},
VOLUME = {39},
YEAR = {2002},
PAGES = {25--41},
URL = {http://muse.jhu.edu/login?uri=/journals/demography/v039/39.1wachter.html},
ABSTRACT = {We apply aggregate demographic analysis and computer
microsimulation to project the number of older Thais who will lose
children to AIDS during their own lifetimes and to assess their
involvement with ill children through caregiving and coresidence.
Parental bereavements from AIDS are predicted to peak at around
80,000 per year between 2003 and 2007. Despite an HIV prevalence of
only $2\%, 13\%$ of Thais who were over age 50 as of 1995 are
likely to experience the loss of at least one adult child to AIDS,
and $12\%$ of them will lose multiple children. The chance of
losing an adult child during one's lifetime will be $70\%$ higher
than if there were no AIDS epidemic. The impacts of the worldwide
epidemic of HIV-AIDS extend far beyond the infected individuals
themselves. Demographic disruptions, recognized early by Palloni
and Lee (1992), loom ever larger. A host of emotional, economic,
social, and physical strains on family members have been surveyed
by Bloom and Godwin (1997), Bor and Elford (1994), and Patel
(1995). Orphanhood and the plight of children whose parents are
living with or dying of AIDS are attracting particular attention...},
EDNOTES = {<abpart>},
}
-
David Freedman and Kenneth W. Wachter
Census adjustment: Statistical promise or illusion?
Society 39, 26--33 (2001).
without abstract
[GScholar?]
[DOI]
[BibTeX]
@article{FREEDMAN:2001:CASPOI,
AUTHOR = {Freedman, David and Wachter, Kenneth W.},
TITLE = {Census adjustment: Statistical promise or illusion?},
JOURNAL = {Society},
VOLUME = {39},
YEAR = {2001},
PAGES = {26--33},
ID = {info:doi/10.1007/BF02712617},
NOTE = {without abstract},
}
-
David A. Freedman, Philip Stark and Kenneth W. Wachter
A probability model for census adjustment
Mathematical Population Studies 9, 165--180 (2001).
[GScholar?]
[ZM]
[BibTeX]
Abstract: The census can be adjusted using capture-recapture techniques: capture in the census, recapture in a special Post Enumeration Survey (PES) done after the census. The population is estimated using the Dual System Estimator (DSE). Estimates are made separately for demographic groups called post strata; adjustment factors are then applied to these demographic groups within small geographic areas. We offer a probability model for this process, in which several sources of error can be distinguished. In this model, correlation bias arises from behavioral differences between persons counted in the census and persons missed by the census. The first group may on the whole be more likely to respond to the PES: if so, the DSE will be systematically too low, and that is an example of correlation bias. Correlation bias is distinguished from heterogeneity, which occurs if the census has a higher capture rate in some geographic areas than others. Finally, ratio estimator bias and variance are considered. The objective is to clarify the probabilistic foundations of the DSE, and the definitions of certain terms widely used in discussing that estimator.
@article{FREEDMAN:2001:APMFCA:0990.91050,
AUTHOR = {Freedman, David A. and Stark, Philip and Wachter, Kenneth W.},
TITLE = {A probability model for census adjustment},
JOURNAL = {Mathematical Population Studies},
ISSN = {0889-8480},
VOLUME = {9},
YEAR = {2001},
PAGES = {165--180},
ZBLABSTRACT = {The census can be adjusted using capture-recapture techniques:
capture in the census, recapture in a special Post Enumeration
Survey (PES) done after the census. The population is estimated
using the Dual System Estimator (DSE). Estimates are made
separately for demographic groups called post strata; adjustment
factors are then applied to these demographic groups within small
geographic areas. We offer a probability model for this process, in
which several sources of error can be distinguished. In this model,
correlation bias arises from behavioral differences between persons
counted in the census and persons missed by the census. The first
group may on the whole be more likely to respond to the PES: if so,
the DSE will be systematically too low, and that is an example of
correlation bias. Correlation bias is distinguished from
heterogeneity, which occurs if the census has a higher capture rate
in some geographic areas than others. Finally, ratio estimator bias
and variance are considered. The objective is to clarify the
probabilistic foundations of the DSE, and the definitions of
certain terms widely used in discussing that estimator.},
ZBLCLASS = {91D20},
ID = {info:zbl/0990.91050},
}
-
Kenneth W. Wachter and David A. Freedman
Measuring local heterogeneity with 1990 census data
Demographic Research 3 (No. 10) (2000).
[Link]
[GScholar?]
[BibTeX]
Abstract: A sample covering 204,394 blocks from the 1990 U.S. Census permits measurement of residual heterogeneity from local area to local area after controlling by stratification for demographic characteristics such as race, ethnicity, age, sex as well as geographic characteristics such as region and place-type. The local areas have populations on the order of 10,000 people. The variables studied are four indices of enumeration difficulty. The results show that variance due to heterogeneity from area to area is comparable to (if not larger than) variance from stratum to stratum and can be expected to dominate sampling variance---especially with samples as large as the ones used in the U.S. Census Bureau's Post-Enumeration Surveys. These findings constrain the viable estimation strategies that could be employed for local tallies in the U.S. 2000 Census.
@article{WACHTER:2000:MLHWCD,
AUTHOR = {Wachter, Kenneth W. and Freedman, David A.},
TITLE = {Measuring local heterogeneity with 1990 census data},
JOURNAL = {Demographic Research},
VOLUME = {3},
NUMBER = {10},
YEAR = {2000},
URL = {http://www.demographic-research.org/volumes/vol3/10/},
ABSTRACT = {A sample covering 204,394 blocks from the 1990 U.S. Census permits
measurement of residual heterogeneity from local area to local area
after controlling by stratification for demographic characteristics
such as race, ethnicity, age, sex as well as geographic
characteristics such as region and place-type. The local areas have
populations on the order of 10,000 people. The variables studied
are four indices of enumeration difficulty. The results show that
variance due to heterogeneity from area to area is comparable to
(if not larger than) variance from stratum to stratum and can be
expected to dominate sampling variance---especially with samples as
large as the ones used in the U.S. Census Bureau's Post-Enumeration
Surveys. These findings constrain the viable estimation strategies
that could be employed for local tallies in the U.S. 2000 Census.},
}
-
Kenneth W. Wachter and David A. Freedman
The fifth cell: Correlation bias in U.S. census adjustment
Evaluation Review 24, 191--212 (2000).
[Link]
[GScholar?]
[BibTeX]
Abstract: One form of error that can affect census adjustments is correlation bias, reflecting people who are doubly missing--from the census and from the adjusted counts as well. This article presents a method for estimating the total national number of doubly-missing people and their distribution by race and sex. Application to the 1990 U.S. census adjustment leads to an estimate of 3 million doubly- missing people. Correlation bias is likely to be a serious problem for census adjustment in 2000. The methods of this article are well suited for measuring its magnitude.
@article{WACHTER:2000:TFCCBI,
AUTHOR = {Wachter, Kenneth W. and Freedman, David A.},
TITLE = {The fifth cell: Correlation bias in U.S. census adjustment},
JOURNAL = {Evaluation Review},
VOLUME = {24},
YEAR = {2000},
PAGES = {191--212},
URL = {http://erx.sagepub.com/cgi/content/abstract/24/2/191},
ABSTRACT = {One form of error that can affect census adjustments is correlation
bias, reflecting people who are doubly missing--from the census and
from the adjusted counts as well. This article presents a method
for estimating the total national number of doubly-missing people
and their distribution by race and sex. Application to the 1990
U.S. census adjustment leads to an estimate of 3 million doubly-
missing people. Correlation bias is likely to be a serious problem
for census adjustment in 2000. The methods of this article are well
suited for measuring its magnitude.},
}
-
K.W. Wachter
Grade of membership models in low dimensions: Geometry and robustness
Statistical Papers 40, 439--457 (1999).
October 1999
[GScholar?]
[ZM]
[BibTeX]
Abstract: Grade of Membership (GoM) Models have always been presented by their inventors as statistical applications of fuzzy set theory. This paper develops an alternative formulation, recasting GoM as a geometric dimensionality-reduction technique in terms of an underlying family of metrics, exposing a close relationship with Principal Components. The geometric viewpoint facilitates intuitive understanding and guides an investigation into the robustness of GoM estimates to violations of assumptions, with test cases drawn from the National Survey of Families and Households. Analysis is restricted to visualizable, low-dimensional cases with two pure types and 3 to 9 dichotomous variables, and to ``conditional'' GoM, the version more commonly used but less commonly studied. In these low-dimensional settings, I find GoM to be a successful technique for recovering an underlying gradient among individuals when such a gradient is actually present. GoM is only moderately sensitive to moderate violations in its assumptions. In the cases studied, GoM solutions turn out to be remarkably close to Principal Component solutions.
@article{WACHTER:1999:GOMMIL:0938.62066,
AUTHOR = {Wachter, K.W.},
TITLE = {Grade of membership models in low dimensions: Geometry and
robustness},
JOURNAL = {Statistical Papers},
ISSN = {0932-5026},
VOLUME = {40},
YEAR = {1999},
PAGES = {439--457},
NOTE = {October 1999},
ZBLABSTRACT = {Grade of Membership (GoM) Models have always been presented by
their inventors as statistical applications of fuzzy set theory.
This paper develops an alternative formulation, recasting GoM as a
geometric dimensionality-reduction technique in terms of an
underlying family of metrics, exposing a close relationship with
Principal Components. The geometric viewpoint facilitates intuitive
understanding and guides an investigation into the robustness of
GoM estimates to violations of assumptions, with test cases drawn
from the National Survey of Families and Households. Analysis is
restricted to visualizable, low-dimensional cases with two pure
types and 3 to 9 dichotomous variables, and to ``conditional'' GoM,
the version more commonly used but less commonly studied. In these
low-dimensional settings, I find GoM to be a successful technique
for recovering an underlying gradient among individuals when such a
gradient is actually present. GoM is only moderately sensitive to
moderate violations in its assumptions. In the cases studied, GoM
solutions turn out to be remarkably close to Principal Component
solutions.},
ZBLCLASS = {62H25;62H99;62P25},
ID = {info:zbl/0938.62066},
}
-
Lawrence D. Brown, Morris L. Eaton, David A. Freedman, Stephen P. Klein, Richard A. Olshen, Kenneth W. Wachter, Martin T. Wells and Donald Ylvisaker
Statistical controversies in census 2000
Jurimetrics Journal 39, 347--375 (1999).
[.pdf]
[GScholar?]
[BibTeX]
Abstract: This paper discusses Census 2000, focusing on sampling techniques for adjustment. Experience with similar adjustment methods in 1980 and 1990 suggests that the design for Census 2000 is quite risky. The use of sampling to obtain population counts for apportionment was rejected by the Supreme Court as violating the Census Act. Statistical adjustments for the purpose of redistricting may or may not be constitutional.
@article{BROWN:1999:SCIC,
AUTHOR = {Brown, Lawrence D. and Eaton, Morris L. and Freedman, David A. and
Klein, Stephen P. and Olshen, Richard A. and Wachter, Kenneth W.
and Wells, Martin T. and Ylvisaker, Donald},
TITLE = {Statistical controversies in census 2000},
JOURNAL = {Jurimetrics Journal},
VOLUME = {39},
YEAR = {1999},
PAGES = {347--375},
URL = {http://www.stat.berkeley.edu/~census/537.pdf},
ABSTRACT = {This paper discusses Census 2000, focusing on sampling techniques
for adjustment. Experience with similar adjustment methods in 1980
and 1990 suggests that the design for Census 2000 is quite risky.
The use of sampling to obtain population counts for apportionment
was rejected by the Supreme Court as violating the Census Act.
Statistical adjustments for the purpose of redistricting may or may
not be constitutional.},
}
-
K.W. Wachter
Evolutionary demographic models for mortality plateaus
Proceedings of the National Academy of Sciences of the United States of America 96 (No. 18), 10544--10547 (1999).
[GScholar?]
[DOI]
[BibTeX]
Abstract: Plateaus in the age pattern of hazard functions at extreme ages have been discovered in large populations of medflies, Drosophila, nematodes, and people. Mueller and Rose [(1996) Proc. Natl. Acad. Sci. USA 93, 15249--15253] have proposed several age-structured demographic models to represent effects of mutation accumulation and antagonistic pleiotropy on randomly evolving schedules of demographic rates. They assert that \u201cevolutionary theory [as embodied in their models] predicts late-life mortality plateaus.\u201d This paper defines a class of Markovian models that includes those of Mueller and Rose and obtains a characterization of the possible limiting states. For the basic model, the result implies that schedules with late-life mortality plateaus above a minimal threshold are not limiting states. The models fail, but not for reasons previously conjectured. Transient states, visited early by the process, do display mortality plateaus. Other models from this class may have a role to play in reconciling observed plateaus with evolutionary theory.
@article{WACHTER:1999:EDMFMP:10.1073/pnas.96.18.10544,
AUTHOR = {Wachter, K.W.},
TITLE = {Evolutionary demographic models for mortality plateaus},
JOURNAL = {Proc. Natl. Acad. Sci. Unit. States Am.},
FJOURNAL = {Proceedings of the National Academy of Sciences of the United
States of America},
VOLUME = {96},
NUMBER = {18},
YEAR = {1999},
PAGES = {10544--10547},
ID = {info:doi/10.1073/pnas.96.18.10544},
ABSTRACT = {Plateaus in the age pattern of hazard functions at extreme ages
have been discovered in large populations of medflies, Drosophila,
nematodes, and people. Mueller and Rose [(1996) Proc. Natl. Acad.
Sci. USA 93, 15249--15253] have proposed several age-structured
demographic models to represent effects of mutation accumulation
and antagonistic pleiotropy on randomly evolving schedules of
demographic rates. They assert that \u201cevolutionary theory [as
embodied in their models] predicts late-life mortality
plateaus.\u201d This paper defines a class of Markovian models that
includes those of Mueller and Rose and obtains a characterization
of the possible limiting states. For the basic model, the result
implies that schedules with late-life mortality plateaus above a
minimal threshold are not limiting states. The models fail, but not
for reasons previously conjectured. Transient states, visited early
by the process, do display mortality plateaus. Other models from
this class may have a role to play in reconciling observed plateaus
with evolutionary theory.},
}
-
K.W. Wachter
Kinship resources for the elderly
Phil. Trans. R. Soc. B 352 (No. 1363), 1811--1817 (1997).
[GScholar?]
[DOI]
[BibTeX]
Abstract: As population ageing strains social insurance systems, cohorts whose own fertility was low will be reaching elderly status, leaving close biological kin in short supply. However, there is a countervailing trend, inasmuch as burgeoning divorce, remarriage and family blending have expanded the numbers and varieties of step-kin and other non-standard kinship ties. Methods of computer microsimulation in conjunction with richer sample surveys can help us to foresee the contours of kin numbers and kinship relations in the future. Prime areas include the likely frequency of kin- deprived elderly, the overlap with economic deprivation and the interaction between kin frequency and intensity of contact. Step- ties may be weaker but nonetheless critical in raising the probability of at least one compatible member with whom one can choose to maintain contact and rely on. Kinship networks extended through half- and step-links, by stretching across racial and economic lines, may promote social cohesion.
@article{WACHTER:1997:KRFTE:10.1098/rstb.1997.0166,
AUTHOR = {Wachter, K.W.},
TITLE = {Kinship resources for the elderly},
JOURNAL = {Phil. Trans. R. Soc. B},
ISSN = {0962-8436, 1471-2970 (electronic)},
VOLUME = {352},
NUMBER = {1363},
YEAR = {1997},
PAGES = {1811--1817},
ID = {info:doi/10.1098/rstb.1997.0166},
ABSTRACT = {As population ageing strains social insurance systems, cohorts
whose own fertility was low will be reaching elderly status,
leaving close biological kin in short supply. However, there is a
countervailing trend, inasmuch as burgeoning divorce, remarriage
and family blending have expanded the numbers and varieties of
step-kin and other non-standard kinship ties. Methods of computer
microsimulation in conjunction with richer sample surveys can help
us to foresee the contours of kin numbers and kinship relations in
the future. Prime areas include the likely frequency of kin-
deprived elderly, the overlap with economic deprivation and the
interaction between kin frequency and intensity of contact. Step-
ties may be weaker but nonetheless critical in raising the
probability of at least one compatible member with whom one can
choose to maintain contact and rely on. Kinship networks extended
through half- and step-links, by stretching across racial and
economic lines, may promote social cohesion.},
}
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Kenneth W. Wachter, Debra Blackwell and Eugene A. Hammel
Testing the validity of kinship microsimulation
Journal of Mathematical and Computer Modeling 26 (No. 6), 89--104 (1997).
[GScholar?]
[ZM] [DOI]
[BibTeX]
Abstract: Computer microsimulation is capable of generating detailed reconstructions and forecasts of the numbers of living kin that members of a population have. The available detail, specificity, and consistency of vital rates for the past and the accuracy of vital rates projected for the future necessarily limit the accuracy of the kinship estimates that can be produced.\par This study is an external validity test of {\it J. Reeves'} [A statistical analysis and projection of the effects of divorce on future U.S. kinship structure. Ph.D. Thesis, Univ. California/Berkeley (1982)] reconstruction and forecast of U.S. kin counts with the SOCSIM microsimulation program. The external standard is provided by estimates from the 1987-88 wave of the National Survey of Families and Households, the first detailed information on numbers and ages of kin for the United States. We compare forecasts with estimates for average numbers of living grandchildren, living full-siblings, and living half-siblings as functions of age. We find remarkably close agreement for some of the predictions, along with several instances of systematic discrepancies. The discrepancies most likely stem from errors in the forecasts rather than in the survey estimates. Interacting rather than isolable errors appear to be responsible. Our validity tests provide a basis for qualified faith in the effectiveness of kinship microsimulation.
@article{WACHTER:1997:TTVOKM,
AUTHOR = {Wachter, Kenneth W. and Blackwell, Debra and Hammel, Eugene A.},
TITLE = {Testing the validity of kinship microsimulation},
JOURNAL = {Journal of Mathematical and Computer Modeling},
ISSN = {0895-7177},
VOLUME = {26},
NUMBER = {6},
YEAR = {1997},
PAGES = {89--104},
ZBLABSTRACT = {Computer microsimulation is capable of generating detailed
reconstructions and forecasts of the numbers of living kin that
members of a population have. The available detail, specificity,
and consistency of vital rates for the past and the accuracy of
vital rates projected for the future necessarily limit the accuracy
of the kinship estimates that can be produced.\par This study is an
external validity test of {\it J. Reeves'} [A statistical analysis
and projection of the effects of divorce on future U.S. kinship
structure. Ph.D. Thesis, Univ. California/Berkeley (1982)]
reconstruction and forecast of U.S. kin counts with the SOCSIM
microsimulation program. The external standard is provided by
estimates from the 1987-88 wave of the National Survey of Families
and Households, the first detailed information on numbers and ages
of kin for the United States. We compare forecasts with estimates
for average numbers of living grandchildren, living full-siblings,
and living half-siblings as functions of age. We find remarkably
close agreement for some of the predictions, along with several
instances of systematic discrepancies. The discrepancies most
likely stem from errors in the forecasts rather than in the survey
estimates. Interacting rather than isolable errors appear to be
responsible. Our validity tests provide a basis for qualified faith
in the effectiveness of kinship microsimulation.},
ZBLCLASS = {91D20},
ID = {info:zbl/0884.92034, info:doi/10.1016/S0895-7177(97)00172-6},
}
-
E.A. Hammel and K.W. Wachter
Evaluating the Slavonian census of 1698: Part II: A microsimulation test and extension of the evidence
European Journal of Population 12, 295--326 (1996).
[GScholar?]
[DOI]
[BibTeX]
Abstract: An adjusted 17th C. census based on critical reading of the historical text is the basis for indirect estimation of uncounted persons. The census states no ages and excludes many categories of household residents. Microsimulation based on historically and ethnographically plausible rates and household formation scenarios produces simulated households that match the observable portions of households in the adjusted census. Microsimulation results permit estimation of the uncounted population, of the kinship and age composition of households under extant frontier conditions, and the probable future composition of households as the frontier stabilized and land shortage began to exert pressure for greater density and household complexity.
@article{HAMMEL:1996:ETSCOP,
AUTHOR = {Hammel, E.A. and Wachter, K.W.},
TITLE = {Evaluating the {S}lavonian census of 1698: Part II: A
microsimulation test and extension of the evidence},
JOURNAL = {European Journal of Population},
VOLUME = {12},
YEAR = {1996},
PAGES = {295--326},
ID = {info:doi/10.1007/BF01796911},
ABSTRACT = {An adjusted 17th C. census based on critical reading of the
historical text is the basis for indirect estimation of uncounted
persons. The census states no ages and excludes many categories of
household residents. Microsimulation based on historically and
ethnographically plausible rates and household formation scenarios
produces simulated households that match the observable portions of
households in the adjusted census. Microsimulation results permit
estimation of the uncounted population, of the kinship and age
composition of households under extant frontier conditions, and the
probable future composition of households as the frontier
stabilized and land shortage began to exert pressure for greater
density and household complexity.},
}
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