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Latent transition analysis
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Journal Article
Demography (2023) 60 (4): 1089–1113.
Published: 01 August 2023
... distributed under the terms of a Creative Commons license (CC BY-NC-ND 4.0). U.S. reproductive behavior Latent transition analysis Family planning Unintended pregnancy Unintended pregnancy 1 is defined as a pregnancy that occurred when a woman wanted to become pregnant in the future...
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in Contraceptive Behavior Dynamics and Unintended Pregnancy: A Latent Transition Analysis
> Demography
Published: 01 August 2023
Journal Article
Demography (2011) 48 (2): 625–651.
Published: 14 April 2011
... to adulthood in current times, the 10-year age span of our study may be uniquely suited to capture a more complete picture of the full transition period. Given the temporality of our data, we considered a latent transition analysis (LTA), a longitudinal extension of the LCA model that characterizes how...
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Journal Article
Demography (2015) 52 (1): 39–60.
Published: 25 December 2014
... discuss why this transition from latent to manifest aging should exist at all, and then we turn to the empirical estimation of the corresponding threshold age by applying Bai’s approach to the estimation of breakpoints in time series. Our analysis, which covers several cohorts born between 1850 and 1938...
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Journal Article
Demography (2019) 56 (6): 2323–2347.
Published: 11 November 2019
... influential statistical models and draw on widely used, nationally representative survey data to empirically compare the conclusions drawn from mixed-regression methods (growth curve models and latent class growth analysis) designed to capture trajectories with key descriptive statistics and methods...
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Includes: Supplementary data
Journal Article
Demography (2024) 61 (1): 31–57.
Published: 01 February 2024
... households to a priori specified types, we conducted a latent transition analysis (LTA) to derive household types and examine longitudinal changes. LTA is a type of longitudinal autoregressive model that combines the cross-sectional measurement model of latent class analysis (LCA) and longitudinal changes...
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Journal Article
Demography (2014) 51 (5): 1729–1753.
Published: 12 September 2014
... , S222 – S232 . 10.1093/geronj/47.5.S222 Collins , L. M. , & Lanza , S. T. ( 2009 ). Latent class and latent transition analysis: With applications in the social, behavioral, and health sciences . Hoboken, NJ : John Wiley & Sons . Conley , D. ( 2004 ). The pecking...
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Journal Article
Demography (2016) 53 (6): 1853–1882.
Published: 21 November 2016
...), and then conducted a second-order LCA using the first-order latent classes as inputs. This latter analysis modeled developmental ecology by combining the three domains. Data came from the Early Childhood Longitudinal Study, Birth Cohort (ECLS-B), which surveyed and directly assessed about 10,600 U.S...
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Journal Article
Demography (2024) 61 (5): 1535–1557.
Published: 01 October 2024
... – 128 . van de Kaa D. J. ( 1987 ). Europe's second demographic transition (Population Bulletin, Vol. 42 No. 1). Washington, DC : Population Reference Bureau . Vermunt J. K. ( 2010 ). Latent class modeling with covariates: Two improved three-step approaches . Political Analysis...
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Journal Article
Demography (2021) 58 (4): 1547–1574.
Published: 01 August 2021
... over 20 years? Journal of Aging Research , 2018 , 1208598 . https://doi.org/10.1155/2018/1208598 Bianconcini S. , & Bollen K. A. ( 2018 ). The latent variable-autoregressive latent trajectory model: A general framework for longitudinal data analysis . Structural Equation...
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Journal Article
Demography (2002) 39 (1): 75–93.
Published: 01 February 2002
... Behavior . Chicago : University of Chicago Press . Berry , W.D. ( 1984 ). Nonrecursive Causal Models . Beverly Hills, CA : Sage . Bollen , K.A. ( 1989 ). Structural Equations With Latent Variables . New York : John Wiley & Sons . Bollen , K.A. , Guilkey , D.K...
Journal Article
Demography (2011) 48 (2): 593–623.
Published: 16 April 2011
...-time employment. Using latent class growth analysis with 10 observations between ages 18 and 37, we derived five latent classes with median ages of first fatherhood below the cohort median (26.4), constituting distinct early fatherhood pathways representing 32.4% of NLSY men: (A) Young Married Fathers...
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Journal Article
Demography (2007) 44 (1): 137–158.
Published: 01 February 2007
... . 10.1016/S0277-9536(00)00230-6 Bouwmeester , S. , Sijtsma , K. , & Vermunt , J.K. ( 2004 ). Latent Class Regression Analysis for Describing Cognitive Developmental Phenomena: An Application to Transitive Reasoning . European Journal of Developmental Psychology , 1 , 67 – 86...
Journal Article
Demography (2003) 40 (2): 269–288.
Published: 01 May 2003
... to the Estima- tion of Latent Class and Latent Transition Parameters. Pp. 133 46 in Categorical Variables in Development Research: Methods of Analysis, edited by A.V. Eye and C.C. Clogg. San Diego: Academic Press. Counts, D.A., J.K. Brown, and J.C. Campbell. 1992. Sanctions and Sanctuary: Cultural Perspec...
Journal Article
Demography (2012) 49 (1): 291–314.
Published: 14 January 2012
.... Bozdogan (Ed.), Statistical data mining and knowledge discovery (pp. 117 – 134 ). Boca Raton, FL : Chapman & Hall . Erosheva E. A. ( 2005 ). Comparing latent structures of the grade of membership, Rasch, and latent class models . Psychometrika , 70 , 619 – 628 . 10.1007/s11336...
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Journal Article
Demography (1995) 32 (3): 299–318.
Published: 01 August 1995
... ) Achievement /: r:I E ~ .! Ii "i I ~ I.D~ II~ II ~8. ~ '0 ~ ~ .3 8, I 8. 8,. 8" 8,. I8 13 ~J t JLk ·.31 ~ -E A confirmatory factor analysis of information obtained at age 7 mapped 13 observed indicators onto tour latent variables. The figure shows, from top to bottom, the correlations among the latent factors...
Journal Article
Demography (2020) 57 (5): 1681–1704.
Published: 08 September 2020
... Science , 40 , 183 – 201 . Asparouhov , T. , & Muthén , B. ( 2010 ). Bayesian analysis of latent variable models using Mplus (MPlus technical report). Los Angeles, CA : Muthén & Muthén . Balsa , A. I. , French , M. T. , & Regan , T. L. ( 2014...
Includes: Supplementary data
Journal Article
Demography (2013) 50 (2): 673–697.
Published: 27 October 2012
... implies that summing the modeled log transition rate over t and taking its expected value—the age-specific constant parameter —is simply the empirical average of the log transition rate at age x . The parameter indicates the time-dependent latent process that quantifies the evolution of transition...
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Journal Article
Demography (1999) 36 (1): 23–40.
Published: 01 February 1999
... ~ and Eij have means of 0 and are uncorrelated with each other and with the explanatory variables in Eq. (1).5An asterisk o in Eq. (1) indicates an unobserved latent variable. In this analysis, the propensity to use modern methods is par- tially revealed in the TDHS by a dichotomous variable indi- cating...
Journal Article
Demography (2001) 38 (2): 267–282.
Published: 01 May 2001
..., Transformations and Regression: An Introduction to Graphical Methods of Diagnostic Regression Analysis. Oxford: Clarendon. Bartholomew, D.J. 1987. Latent Variable Models and Factor Analysis. London: Griffin. Bongaarts, J. and S.C. Watkins. 1996. Social Interactions and Con- temporary Fertility Transitions...
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