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Conditional logit
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Journal Article
Demography (1988) 25 (3): 415–427.
Published: 01 August 1988
...Saul D. Hoffman; Greg J. Duncan Abstract Although discrete-choice statistical techniques have been used with increasing regularity in demographic analyses, Mcl’adden’s conditional logit model is less well known and seldom used. Conditional logit models are appropriate when the choice among...
Journal Article
Demography (1992) 29 (2): 215–226.
Published: 01 May 1992
... the period 1979–1983. The exemption decreases the price of a child to a household, thus having a direct relationship to the timing and/or number of children observed in a family. Conditional logit results support this hypothesis by showing that the exemption has a positive and significant impact...
Journal Article
Demography (2018) 55 (3): 849–875.
Published: 24 April 2018
... for exchange, both as complements and substitutes. We apply conditional logit models to show how patterns of assortative mating among never-married and previously married persons are subject to local marriage market opportunities and constraints. The results reveal that previously married individuals “cast...
FIGURES
Journal Article
Demography (2019) 56 (1): 75–102.
Published: 04 January 2019
... domestic and international destinations. We use event history procedures with logistic, multinomial logit, and alternative-specific conditional logit regression models. Our emphasis on aspirations might raise questions concerning the factors that impinge on the formation of aspirations, including...
Journal Article
Demography (2018) 55 (3): 1069–1090.
Published: 09 May 2018
... neighborhood deprivation and earnings. We model neighborhood selection using a conditional logit model, from which we derive correction terms. Driven by the recognition that most households prefer certain types of neighborhoods rather than specific areas, we employ a principle components analysis to reduce...
Journal Article
Demography (2002) 39 (3): 435–453.
Published: 01 August 2002
... than are members of opposite-sex cohabiting couples, and members of opposite-sex cohabiting couples are more alike than are members of same-sex couples. 14 1 2011 © Population Association of America 2002 2002 Logit Model Married Couple Assortative Mating Conditional Logit Model...
Journal Article
Demography (2019) 56 (5): 1665–1692.
Published: 21 August 2019
.... Technical details about how we specify the choice set formation processes and incorporate affordability constraints are provided in the online appendix . Our CSF model reduces to the conditional logit model (i.e., assumes neighborhoods receive equal consideration) when all scale factors are equal, all...
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Includes: Supplementary data
Journal Article
Demography (1986) 23 (1): 67–77.
Published: 01 February 1986
... ). The incidence of legal abortion among New York City residents: an analysis of socioeconomic and demographic characteristics . Family Planning Perspectives , 7 , 127 – 137 . 10.2307/2133731 McFadden D. ( 1974 ). Conditional Logit Analysis of Qualitative Choice Behavior . In P. Zarembka...
Journal Article
New Evidence of Skin Color Bias and Health Outcomes Using Sibling Difference Models: A Research Note
Demography (2019) 56 (2): 753–762.
Published: 09 January 2019
... FE conditional logit results based on the same subsample, which model hypertension as a binary outcome, offer similar estimates, although the Stage 2 outcome is significant only at the p < .10 level ( p = .059). Estimates from our preferred linear specifications for self-reported hypertension...
Includes: Supplementary data
Journal Article
Demography (1985) 22 (3): 367–380.
Published: 01 August 1985
... ). Child Support and Public Policy . Lexington, Massachusetts : Lexington Books . MacDonald, M. 1979. Collecting Child Support for AFDC Mothers: An Empirical Analysis. Institute for Research on Poverty Discussion Paper No. 564-79, September. McFadden D. ( 1974 ). Conditional Logit Analysis...
Journal Article
Demography (2014) 51 (6): 2155–2178.
Published: 25 November 2014
... of the incidental parameters problem (Greene 2009 ; Lancaster 2000 ). The conditional logit can be used to estimate a nonlinear binary choice model with fixed effects captured in a sufficient statistic that conditions the likelihood function, similar to how fixed effects are differenced out in a linear model...
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Journal Article
Demography (1992) 29 (1): 17–29.
Published: 01 February 1992
... with Pre-School Children . Social Science Quarterly , 56 , 614 – 30 . Duncan , Greg , & Hoffman , Saul ( 1988 ). Multinomial and Conditional Logit Discrete-Choice Models in Demography . Demography , 25 , 415 – 28 . 10.2307/2061541 Hartmann, Heidi and Diana Pearce. 1988...
Journal Article
Demography (2016) 53 (3): 623–647.
Published: 18 April 2016
... construct an analytical sample of 4,007 children from 971 extended households, which is approximately 28.44 % of the reshaped sample and 38.53 % of the sample with at least one parent still alive. 9 We use an extended household fixed-effects logistic regression model/conditional logit model...
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Journal Article
Demography (1990) 27 (4): 519–535.
Published: 01 November 1990
... . Econometrica , 51 , 507 – 512 . 10.2307/1912003 McFadden , D. ( 1973 ). Conditional Logit Analysis of Qualitative Choice Behavior . In P. Zarembka (Ed.), Frontiers in Econometrics (pp. 105 – 135 ). New York : Wiley . Murray , C. ( 1984 ). Losing Ground . New York...
Journal Article
Demography (1998) 35 (3): 259–278.
Published: 01 August 1998
... in the Seattle-Den- ver Experiment." American Journal ofSociology 95: 1270-98. Hilton, L. and J. Shelton. 1996. "The Impact of AFDC on Living Arrangements." Mimeographed document, Department of Eco- nomics, University of California at San Diego. Hoffman, S. and G. Duncan. 1988. "Multinomial and Conditional Logit...
Journal Article
Demography (2019) 56 (3): 1051–1073.
Published: 16 April 2019
... these neighborhood attributes, we present results from conditional logit models predicting the destination neighborhood choice of mixed-race and monoracial couples with children. The models presented in Table 3 use a series of interactions among couple categories, neighborhood diversity (entropy), and neighborhood...
Includes: Supplementary data
Journal Article
Demography (2020) 57 (2): 675–703.
Published: 26 March 2020
... influence neighborhood attractiveness only through their interactions with neighborhood features. Assuming the errors follow an extreme value (Gumbel) distribution, a discrete-choice conditional logit model generates a predicted probability of individual i selecting neighborhood j at time t : 2 p...
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Includes: Supplementary data
Journal Article
Demography (1991) 28 (2): 275–291.
Published: 01 May 1991
... . Berkeley : University of California Press . McFadden , D. ( 1974 ). Conditional Logit Analysis of Qualitative Choice Behavior Frontiers of Econometrics, edited by P. Zarembka (pp. 105 – 35 ). New York : Academic Press . Nelson , Joan M. ( 1976 ). Soujourners versus New Urbanites...
Journal Article
Demography (2022) 59 (5): 1929–1951.
Published: 01 October 2022
... birthplace and language endogamy affect our measures of panethnic intermarriage? To address these research questions, I use a conditional logit model approach ( Gullickson 2021 ) that allows me to easily adjust for differences in the size and spatial distribution of ethnoracial groups and to include...
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Includes: Supplementary data
Journal Article
Demography (2016) 53 (4): 1085–1108.
Published: 06 July 2016
..., and family status). Discrete choice models are usually expressed as conditional logit models in which the choice probabilities are the exponentiated value of log-odds coefficient estimates (Hoffman and Duncan 1988 ). The baseline model for discrete choice of residential location can be expressed as 1...
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