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Mixed Logit Model
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Journal Article
Demography (1988) 25 (3): 415–427.
Published: 01 August 1988
... 1988 Wage Rate Logit Model Child Support Mixed Logit Model Conditional Logit Model References Allison , P. D. ( 1982 ). Discrete time methods for the analysis of event histories . In S. Lchnhardt (Ed.), Sociological Methodology (pp. 64 – 98 ). San Francisco...
Journal Article
Demography (2012) 49 (2): 719–746.
Published: 09 March 2012
... of individuals within countries and the inclusion of country-level variables, the standard logistic regression model violates the assumption of independent errors. Therefore, we use multilevel mixed-effects logistic regression models (estimated in Stata). Mixed logit models predict whether an individual is poor...
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Includes: Supplementary data
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...
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Journal Article
Demography (1987) 24 (3): 413–430.
Published: 01 August 1987
... research. Thus far there have been three major efforts to describe lengths of amenorrhea: (1) Barrett's (1969) modified Pascal distribution, (2) Lesthaeghe and Page's (1980) logit model, and (3) Potter and Kobrin's (1981) mixed geometric negative binomial model. Realistic models are needed to adjust...
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 (2003) 40 (3): 395–418.
Published: 01 August 2003
...Rohini P. Pande Abstract This article examines the role of the sex composition of surviving older siblings on gender differences in childhood nutrition and immunization, using data from the National Family Health Survey, India (1992–1993). Logit and ordered logit models were used for severe...
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 (2001) 38 (2): 299–316.
Published: 01 May 2001
... logit models reported below adjust for the sampling weights and clustering of chil- dren within ZIP codes or counties, depending on the level of the child care availability measure under analysis. RESULTS Summary Statistics for Communities: Number, Land Area, and Population Size As expected, ZIP codes...
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 (1983) 20 (2): 129–145.
Published: 01 May 1983
... both problems by developing a simultaneous logit model of the interrelationship between the probability of separation and of having a birth during this period (when dissolution presumably is being considered). The model was estimated at successive durations of first marriage, using data for white women...
Journal Article
Demography (2012) 49 (3): 1075–1101.
Published: 03 June 2012
...-effects models with a minimal set of other covariates. In a couple of instances in which we are interested in the coefficients for community-level attributes, we use multilevel logit and ordinary least squares regression models. The analyses of the hypothesized mechanisms are carried out for all countries...
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Journal Article
Demography (1992) 29 (4): 581–594.
Published: 01 November 1992
... a particular family of model life tables, all life table Ix functions belong to a particular logit system and are related linearly on the logit scale. Although this relationship is satisfied only partially by pairs of actual life tables, the partial satisfaction, or approximation allows the use...
Journal Article
Demography (2008) 45 (3): 555–571.
Published: 01 August 2008
.... Economic Characteristics of Male, Nonmarital Childbearing Partners as a Function of Sex Ratios and Mother s Characteristics: Ordinary Least Squares (OLS) and Logit Coeffi cients From Multilevel Regression Models Male Partner Absolute Quality Male Partner Relative Quality Father Has Father s/ Father Has...
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 (2019) 56 (5): 1665–1692.
Published: 21 August 2019
... logit model, with 52 parameters compared with 35 parameters, respectively. When we examine goodness-of-fit statistics that penalize complex models (i.e., AIC and BIC), we see that the CSF model is still preferred over the conditional logit model using AIC but not BIC. One likely reason for these mixed...
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Includes: Supplementary data
Journal Article
Demography (1989) 26 (3): 411–423.
Published: 01 August 1989
... Two Boys) and b3;(Age X Two Girls). The model XZ indicates the reduction in XZ from a model fitting an interaction term only. Table 1. Effect of Gender Composition on Birth Timing at Parities 1 and 2: Whites and Blacks Whites Blacks Variable Logit Proportion" Logit Proportion" Parity 1 Duration...
Journal Article
Demography (2009) 46 (1): 103–125.
Published: 01 February 2009
.... ( 1977 ). “Random Directed Graph Distributions and Triad Census in Social Networks.” . Journal of Mathematical Sociology , 5 ( 1 ), 61 – 86 . 10.1080/0022250X.1977.9989865 Wasserman S. , & Pattison P. ( 1996 ). “Logit Models and Logistic Regressions for Social Networks: I...
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 (1994) 31 (2): 249–270.
Published: 01 May 1994
... approach via the formulation of a simple causal model. A local survey data set is then described that has been augmented with contextual variables and thus allows us to test (in an exploratory manner) the accuracy of the model. We estimate the effects of both census-based and self-reported measures...
Journal Article
Demography (2006) 43 (3): 511–536.
Published: 01 August 2006
..., dropouts include those who have completed a GED. The decision to drop out of high school is measured as an indicator variable and is best described by using a logit model in which the log odds of dropping out is a function of the adolescent s demographic characteristics, human capital, cultural capital...
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