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Bayesian information criterion (BIC) statistic compared with the saturated ...
Available to PurchasePublished: 09 May 2014
Fig. 2 Bayesian information criterion (BIC) statistic compared with the saturated models for different log-linear models fit to Brazilian marriage data. Lower values indicate superior fit. Black bars indicate the case where browns and blacks are collapsed into a single category. Gray bars
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Journal Article
Effects of Early U.S. Compulsory Schooling Laws on Educational Assortative Mating: The Importance of Context
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Demography (2015) 52 (4): 1219–1242.
Published: 13 June 2015
... and spouse characteristics. Bayesian information criterion (BIC), Akaike’s information criterion (AIC), and deviance measures are used to select the model best balancing data fit and parsimony (Raftery 1986 , 1995 ). BIC alone is insufficient because it may overvalue parsimony or simpler models (Weakliem...
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View articletitled, Effects of Early U.S. Compulsory Schooling Laws on Educational Assortative Mating: The Importance of Context
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Journal Article
Misunderstandings, Mischaracterizations, and the Problematic Choice of a Specific Instance in Which the IE Should Never Be Applied
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Demography (2013) 50 (6): 1969–1971.
Published: 17 October 2013
... of model fit statistics, such as the Bayesian information criterion (BIC). The objective is to ascertain whether the data are sufficiently well described by any single-factor or two-factor model of age (A), time period (P), and cohort (C) effects for which there is no identification problem. Only when...
View articletitled, Misunderstandings, Mischaracterizations, and the Problematic Choice of a Specific Instance in Which the IE Should Never Be Applied
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Ranking of functional forms for the association between educational attainm...
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in Educational Attainment and Adult Mortality in the United States: A Systematic Analysis of Functional Form
> Demography
Published: 13 January 2012
Fig. 2 Ranking of functional forms for the association between educational attainment and U.S. adult all-cause mortality risk within each race-gender-age group based on the Bayesian information criterion (BIC). Age reflects person-year age. NHW refers to non-Hispanic white, NHB refers to non
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Journal Article
Do Migrants Exhibit More Grit? A Research Note
Open Access
Demography (2024) 61 (5): 1309–1323.
Published: 01 October 2024
... are measured at Wave 2; 30 village dummy variables are omitted from the table for fixed effects models. All models are weighted; pseudo R 2 , AIC, and BIC are from the associated unweighted model. AIC = Akaike information criterion. BIC = Bayesian information criterion. * p < .05; ** p < .01...
Journal Article
Fitting Age-Period-Cohort Models Using the Intrinsic Estimator: Assumptions and Misapplications
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Demography (2016) 53 (4): 1253–1259.
Published: 15 June 2016
...-period-cohort analysis: New models, methods, and empirical applications . Boca Raton, FL : CRC Press . 18 5 2016 15 6 2016 © Population Association of America 2016 2016 Bayesian Information Criterion Effect Code Dummy Code Intrinsic Estimator Ridge Regression Estimator...
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Journal Article
Educational Attainment and Adult Mortality in the United States: A Systematic Analysis of Functional Form
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Demography (2012) 49 (1): 315–336.
Published: 13 January 2012
...Fig. 2 Ranking of functional forms for the association between educational attainment and U.S. adult all-cause mortality risk within each race-gender-age group based on the Bayesian information criterion (BIC). Age reflects person-year age. NHW refers to non-Hispanic white, NHB refers to non...
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Journal Article
Stability across cohorts in divorce risk factors
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Demography (2002) 39 (2): 331–351.
Published: 01 May 2002
... , 930 – 53 . 10.1086/229613 Weakliem , D. ( 2001 ). A Critique of the Bayesian Information Criterion in Model Selection . Sociological Methods and Research , 27 , 359 – 97 . 10.1177/0049124199027003002 White , L. ( 1990 ). Determinants of Divorce: A Review of Research...
Journal Article
Who Matters Most? Migrant Networks, Tie Strength, and First Rural–Urban Migration to Dakar
Open Access
Demography (2022) 59 (5): 1683–1711.
Published: 01 October 2022
... Notes: Standard errors are shown in parentheses. AIC = Akaike information criterion. BIC = Bayesian information criterion. Source: Compiled by authors using the NSNHP main survey, 2014. † p < .10; * p < .05; ** p < .01 To address potential nonlinearities associated...
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View articletitled, Who Matters Most? Migrant Networks, Tie Strength, and First Rural–Urban Migration to Dakar
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for article titled, Who Matters Most? Migrant Networks, Tie Strength, and First Rural–Urban Migration to Dakar
Includes: Supplementary data
Journal Article
Neighborhood Diversity, Neighborhood Affluence: An Analysis of the Neighborhood Destination Choices of Mixed-Race Couples With Children
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Demography (2019) 56 (3): 1051–1073.
Published: 16 April 2019
...* 0.005 BIC 38,692 38,577 38,451 38,394 Notes: All models incorporate the offset term to adjust for sampling the choice set. Bayesian information criterion (BIC) is based on the first of 10 imputation data sets. N (couple-period-tract alternatives) = 158,819; N (unique couple-periods...
View articletitled, Neighborhood Diversity, Neighborhood Affluence: An Analysis of the Neighborhood Destination Choices of Mixed-Race Couples With Children
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for article titled, Neighborhood Diversity, Neighborhood Affluence: An Analysis of the Neighborhood Destination Choices of Mixed-Race Couples With Children
Includes: Supplementary data
Journal Article
Trends in Mortality Decrease and Economic Growth
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Demography (2014) 51 (5): 1755–1773.
Published: 03 October 2014
... and countries, except for females in the United Kingdom. Fig. 3 Parameters of Model (6) (females) We use the Bayesian information criterion (BIC) to compare the goodness of fit between our model and the Lee-Carter model. The BIC is a popular criterion that takes into account the balance between...
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View articletitled, Trends in Mortality Decrease and Economic Growth
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for article titled, Trends in Mortality Decrease and Economic Growth
Includes: Supplementary data
Journal Article
Stochastic Population Forecasting Based on Combinations of Expert Evaluations Within the Bayesian Paradigm
Open Access
Demography (2014) 51 (5): 1933–1954.
Published: 15 August 2014
... 101 128 30 30 83.81 101.34 (89.01 115.83) 101.09 (90.08 111.50) The mixture model is fitted for several choices of the number J of mixture components. For each of the resulting models, the Bayesian information criterion (BIC) is computed. For comparison, we also consider the model...
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View articletitled, Stochastic Population Forecasting Based on Combinations of Expert Evaluations Within the <span class="search-highlight">Bayesian</span> Paradigm
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for article titled, Stochastic Population Forecasting Based on Combinations of Expert Evaluations Within the <span class="search-highlight">Bayesian</span> Paradigm
Journal Article
Trends in educational assortative marriage from 1940 to 2003
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Demography (2005) 42 (4): 621–646.
Published: 01 November 2005
... and for newlyweds, are consistent with a growing social divide between those with very low levels of education and those with more education in the United States. 14 1 2011 © Population Association of America 2005 2005 Bayesian Information Criterion High School Graduate Current Population Survey...
Journal Article
Demography (2023) 60 (4): 1089–1113.
Published: 01 August 2023
... the transition invariant model and the free transition model, p value = .25; see Table A2 , online appendix). The results indicated that the Bayesian information criterion and the likelihood ratio difference test favored the transition invariant model, whereas the Akaike information criterion favored the free...
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View articletitled, Contraceptive Behavior Dynamics and Unintended Pregnancy: A Latent Transition Analysis
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Includes: Supplementary data
Journal Article
Education and black-white interracial marriage
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Demography (2006) 43 (4): 673–689.
Published: 01 November 2006
... the interracial marriage market has gone unnoticed in prior research because of the failure of prior methods to distinguish joint and marginal effects. 14 1 2011 © Population Association of America 2006 2006 Bayesian Information Criterion Marriage Market Interracial Marriage Conditional...
Journal Article
Childhood Living Arrangements and Adult Children’s Relations with their Parents
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Demography (1995) 32 (2): 261–280.
Published: 01 May 1995
... parents, by both t-tests and the Childhood Living Arrangements and Relationships 269 Bayesian Information Criterion (BIC). Adult children who lived with their selected parent after divorce are about 50% less likely to report a high-quality relationship, and about 40% less likely to report frequent contact...
Journal Article
Demography (2015) 52 (3): 1035–1059.
Published: 12 May 2015
... criterion (AIC) for comparing complex Bayesian hierarchical models. It utilizes a deviance of the likelihood evaluated at the mean of the posterior distribution of the likelihood as the goodness-of-fit measure, corrected with the “effective number of parameters” in a model (for definitions and formal...
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View articletitled, <span class="search-highlight">Bayesian</span> Population Forecasting: Extending the Lee-Carter Method
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for article titled, <span class="search-highlight">Bayesian</span> Population Forecasting: Extending the Lee-Carter Method
Includes: Supplementary data
Journal Article
Demography (2022) 59 (1): 349–369.
Published: 01 February 2022
... to marry someone on the other end of the educational distribution. Table 2 presents the goodness-of-fit statistics of the fitted models: degrees of freedom, the likelihood ratio chi-square statistic ( L 2 ), Bayesian information criterion (BIC) statistic, dissimilarity index, deviance, and p...
View articletitled, Revisiting Horizontal Stratification in Higher Education: College Prestige Hierarchy and Educational Assortative Mating in China
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for article titled, Revisiting Horizontal Stratification in Higher Education: College Prestige Hierarchy and Educational Assortative Mating in China
Journal Article
Migration Systems in Europe: Evidence From Harmonized Flow Data
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Demography (2012) 49 (4): 1307–1333.
Published: 12 July 2012
... 2000 ). Like the Bayesian information criterion (BIC), smaller QIC values indicate better model fit relative to nested models. Use of the marginal R 2 is intended to overcome the problem raised by Cui ( 2007 ): namely, that there exist no rules for model selection like those suggested by Raftery...
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Journal Article
How Gender Segregation in Higher Education Contributes to Gender Segregation in the U.S. Labor Market
Open Access
Demography (2023) 60 (3): 761–784.
Published: 01 June 2023
... other), educational attainment, age (three-year intervals), and region (Northeast, Midwest, South, and West). N = 2,372,463. AIC = Akaike information criterion. BIC = Bayesian information criterion. Data Source: 2019 five-year American Community Survey Integrated Public Use Microdata Series...
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View articletitled, How Gender Segregation in Higher Education Contributes to Gender Segregation in the U.S. Labor Market
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