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title = {lavaan: {An} {R} {Package} for {Structural} {Equation} {Modeling}},
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number = {2},
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year = {2012},
pages = {1--36}
}
@article{egberts_relating_2018,
title = {Relating {Mothers}' {Posttraumatic} {Stress} {Symptoms} to {Children}'s {Health} {Related} {Quality} of {Life} {After} {Severe} {Burn} {Injuries}},
author = {Egberts, Marthe and Veen, Duco and {van de Schoot}, Rens and {van Loey}, Nancy},
year = {2018}
}
@article{buuren_mice:_2011,
title = {mice: {Multivariate} {Imputation} by {Chained} {Equations} in {R}},
volume = {45},
url = {http://www.jstatsoft.org/v45/i03/},
number = {3},
journal = {Journal of Statistical Software},
author = {Buuren, Stef van and Groothuis-Oudshoorn, Karin},
year = {2011},
pages = {1--67}
}
@book{stan_development_team_rstan:_2018,
title = {{RStan}: the {R} interface to {Stan}},
url = {http://mc-stan.org/},
author = {{Stan Development Team}},
year = {2018},
annote = {R package version 2.17.3},
annote = {R package version 2.17.3}
}
@article{betancourt_hamiltonian_2015,
title = {Hamiltonian {Monte} {Carlo} for hierarchical models},
volume = {79},
journal = {Current trends in Bayesian methodology with applications},
author = {Betancourt, Michael and Girolami, Mark},
year = {2015},
pages = {30}
}
@article{nowok_synthpop:_2016,
title = {synthpop: {Bespoke} {Creation} of {Synthetic} {Data} in {R}},
volume = {74},
doi = {10.18637/jss.v074.i11},
number = {11},
journal = {Journal of Statistical Software},
author = {Nowok, Beata and Raab, Gillian M. and Dibben, Chris},
year = {2016},
pages = {1--26}
}
@article{brom_schok_1985,
title = {De {Schok} {Verwerkings} {Lijst} [{The} {Impact} {Event} {Scale}]},
volume = {40},
journal = {Nederlands Tijdschrift voor de Psychologie},
author = {Brom, D. and Kleber, R. J.},
year = {1985},
pages = {164--168}
}
@article{van_baar_reliability_2006,
title = {Reliability and validity of the {Health} {Outcomes} {Burn} {Questionnaire} for infants and children in {The} {Netherlands}},
volume = {32},
issn = {0305-4179},
number = {3},
journal = {Burns},
author = {Van Baar, ME and Essink-Bot, Marie-Louise and Oen, IMMH and Dokter, Jan and Boxma, Han and Hinson, MI and {van Loey}, NEE and Faber, AW and van Beeck, Eduard F},
year = {2006},
pages = {357--365}
}
@article{kazis_development_2002,
title = {The development, validation, and testing of a health outcomes burn questionnaire for infants and children 5 years of age and younger: {American} {Burn} {Association}/{Shriners} {Hospitals} for {Children}},
volume = {23},
issn = {0273-8481},
number = {3},
journal = {The Journal of burn care \& rehabilitation},
author = {Kazis, Lewis E and Liang, Matthew H and Lee, Austin and Ren, Xinhua S and Phillips, Charlotte B and Hinson, Michelle and Calvert, Catherine and Cullen, Marc and Beth Daugherty, Mary and Goodwin, Cleon W},
year = {2002},
pages = {196--207}
}
@article{horowitz_impact_1979,
title = {Impact of {Event} {Scale}: {A} measure of subjective stress},
volume = {41},
issn = {0033-3174},
number = {3},
journal = {Psychosomatic medicine},
author = {Horowitz, Mardi and Wilner, Nancy and Alvarez, William},
year = {1979},
pages = {209--218}
}
@article{sundin_impact_2002,
title = {Impact of {Event} {Scale}: psychometric properties},
volume = {180},
issn = {0007-1250},
number = {3},
journal = {The British Journal of Psychiatry},
author = {Sundin, Eva C and Horowitz, Mardi J},
year = {2002},
pages = {205--209}
}
@article{bonanno_loss_2004,
title = {Loss, trauma, and human resilience: {Have} we underestimated the human capacity to thrive after extremely aversive events?},
volume = {59},
issn = {1935-990X},
number = {1},
journal = {American psychologist},
author = {Bonanno, George A},
year = {2004},
pages = {20}
}
@book{jorgensen_semtools:_2018,
title = {{semTools}: {Useful} tools for structural equation modeling},
url = {https://CRAN.R-project.org/package=semTools},
author = {Jorgensen, T. D. and {S.} and M, A. and {Rosseel} and {Y.}},
year = {2018},
annote = {R package version 0.5-0}
}
@article{veen_effects_2018,
title = {Effects {Coding} as {Unbiased} {Alternative} to {Scale} {Scores}},
journal = {Manuscript under review},
author = {Veen, Duco and Little, Todd D. and {van de Schoot}, Rens},
year = {2018}
}
@article{papaspiliopoulos_general_2007,
title = {A general framework for the parametrization of hierarchical models},
issn = {0883-4237},
journal = {Statistical Science},
author = {Papaspiliopoulos, Omiros and Roberts, Gareth O and Sköld, Martin},
year = {2007},
pages = {59--73}
}
@book{r_core_team_r:_2017,
address = {Vienna, Austria},
title = {R: {A} {Language} and {Environment} for {Statistical} {Computing}},
url = {https://www.R-project.org/},
publisher = {R Foundation for Statistical Computing},
author = {{R Core Team}},
year = {2017}
}
@article{bakker_course_2013,
title = {Course of traumatic stress reactions in couples after a burn event to their young child.},
volume = {32},
issn = {1930-7810},
number = {10},
journal = {Health psychology},
author = {Bakker, Anne and {van der Heijden}, Peter GM and Van Son, Maarten JM and {van Loey}, Nancy EE},
year = {2013},
pages = {1076}
}
@article{rubin_bayesianly_1984,
title = {Bayesianly justifiable and relevant frequency calculations for the applies statistician},
issn = {0090-5364},
journal = {The Annals of Statistics},
author = {Rubin, Donald B},
year = {1984},
pages = {1151--1172}
}
@article{zondervan-zwijnenburg_pushing_2018,
title = {Pushing the {Limits}: {The} {Performance} of {Maximum} {Likelihood} and {Bayesian} {Estimation} {With} {Small} and {Unbalanced} {Samples} in a {Latent} {Growth} {Model}},
volume = {1},
issn = {1614-1881},
number = {1},
journal = {Methodology},
author = {Zondervan-Zwijnenburg, Mariëlle and Depaoli, Sarah and Peeters, Margot and {van de Schoot}, Rens},
year = {2018},
pages = {1--13}
}
@book{little_longitudinal_2013,
title = {Longitudinal structural equation modeling},
isbn = {1-4625-1027-2},
publisher = {Guilford press},
author = {Little, Todd D},
year = {2013}
}
@article{duncan_introduction_2004,
title = {An introduction to latent growth curve modeling},
volume = {35},
issn = {0005-7894},
number = {2},
journal = {Behavior therapy},
author = {Duncan, Terry E and Duncan, Susan C},
year = {2004},
pages = {333--363}
}
@article{little_methods_2006,
title = {Methods for the analysis of change},
journal = {Handbook of personality development},
author = {Little, Todd D and Bovaird, James A and Slegers, David W},
year = {2006},
pages = {181--211}
}
@book{hox_multilevel_2017,
title = {Multilevel analysis: {Techniques} and applications},
isbn = {1-317-30868-9},
publisher = {Routledge},
author = {Hox, Joop J and Moerbeek, Mirjam and {van de Schoot}, Rens},
year = {2017}
}
@article{ibm_corp_ibm_2016,
title = {{IBM} {SPSS} statistics: {Version} 23},
author = {{IBM Corp}},
year = {2016}
}
@book{gelman_data_2006,
title = {Data analysis using regression and multilevel/hierarchical models},
isbn = {1-139-46093-5},
publisher = {Cambridge university press},
author = {Gelman, Andrew and Hill, Jennifer},
year = {2006}
}
@article{mcardle_growth_2003,
title = {Growth curve analysis in contemporary psychological research},
journal = {Handbook of psychology},
author = {McArdle, John J and Nesselroade, John R},
year = {2003},
pages = {447--480}
}
@article{murphy_prevalence_2003,
title = {The prevalence of {PTSD} following the violent death of a child and predictors of change 5 years later},
volume = {16},
issn = {0894-9867},
number = {1},
journal = {Journal of traumatic stress},
author = {Murphy, Shirley A and Johnson, L Clark and Chung, Ick-Joong and Beaton, Randal D},
year = {2003},
pages = {17--25}
}
@incollection{miocevic_role_2020,
title = {The {Role} of {Exchangeability} in {Sequential} {Updating} of {Findings} from {Small} {Sample} {Studies}.},
booktitle = {Small sample size solutions: {A} guide for applied researchers and practitioners},
publisher = {Routledge},
author = {Mio\v{c}evi\'c, Milica and Levy, Roy and Savord, A},
year = {2020}
}
@incollection{van_de_schoot_tutorial_2020,
title = {A tutorial on using the {WAMBS}-checklist to avoid the misuse {Bayesian} {Statistics}},
booktitle = {Small sample size solutions: {A} guide for applied researchers and practitioners},
publisher = {Routledge},
author = {{van de Schoot}, Rens and Veen, Duco and Smeets, Laurent and Winter, Sonja and Depaoli, Sarah},
year = {2020}
}
@article{hertzog_evaluating_2008,
title = {Evaluating the power of latent growth curve models to detect individual differences in change},
volume = {15},
issn = {1070-5511},
number = {4},
journal = {Structural Equation Modeling: A Multidisciplinary Journal},
author = {Hertzog, Christopher and von Oertzen, Timo and Ghisletta, Paolo and Lindenberger, Ulman},
year = {2008},
pages = {541--563}
}
@book{wang_structural_2012,
title = {Structural equation modeling: {Applications} using {Mplus}},
isbn = {1-118-35630-6},
publisher = {John Wiley \& Sons},
author = {Wang, Jichuan and Wang, Xiaoqian},
year = {2012}
}
@incollection{smid_sem_2020,
title = {{SEM} with {Small} {Samples}: {Twostep} {Modelling} and {Factor} {Score} {Regression} versus {Bayesian} {Estimation} with {Informative} {Priors}},
booktitle = {Small sample size solutions: {A} guide for applied researchers and practitioners},
publisher = {Routledge},
author = {Smid, Sanne and Rosseel, Yves},
year = {2020}
}
@article{hoogland_robustness_1998,
title = {Robustness studies in covariance structure modeling: {An} overview and a meta-analysis},
volume = {26},
issn = {0049-1241},
number = {3},
journal = {Sociological Methods \& Research},
author = {Hoogland, Jeffrey J and Boomsma, Anne},
year = {1998},
pages = {329--367}
}
@article{depaoli_improving_2017,
title = {Improving transparency and replication in {Bayesian} statistics: {The} {WAMBS}-{Checklist}.},
volume = {22},
issn = {1433890747},
number = {2},
journal = {Psychological methods},
author = {Depaoli, Sarah and {van de Schoot}, Rens},
year = {2017},
pages = {240}
}
@article{carpenter_stan:_2017,
title = {Stan: {A} probabilistic programming language},
volume = {76},
issn = {1548-7660},
number = {1},
journal = {Journal of statistical software},
author = {Carpenter, Bob and Gelman, Andrew and Hoffman, Matthew D and Lee, Daniel and Goodrich, Ben and Betancourt, Michael and Brubaker, Marcus and Guo, Jiqiang and Li, Peter and Riddell, Allen},
year = {2017}
}
@article{hoffman_no-u-turn_2014,
title = {The {No}-{U}-{Turn} sampler: adaptively setting path lengths in {Hamiltonian} {Monte} {Carlo}.},
volume = {15},
number = {1},
journal = {Journal of Machine Learning Research},
author = {Hoffman, Matthew D and Gelman, Andrew},
year = {2014},
pages = {1593--1623}
}
@article{betancourt_diagnosing_2016,
title = {Diagnosing suboptimal cotangent disintegrations in {Hamiltonian} {Monte} {Carlo}},
journal = {arXiv preprint arXiv:1604.00695},
author = {Betancourt, Michael},
year = {2016}
}
@misc{stan_development_team_stan_2019,
title = {Stan {Reference} {Manual}},
url = {https://mc-stan.org/docs/2_19/reference-manual/},
author = {{Stan Development Team}},
year = {2019},
note = {Version 2.19}
}
@misc{stan_development_team_brief_2018,
title = {Brief {Guide} to {Stan}'s {Warnings}},
url = {https://mc-stan.org/misc/warnings.html},
urldate = {2019-05-14},
author = {{Stan Development Team}},
year = {2018},
file = {Brief Guide to Stan's Warnings:C\:\\Users\\5507553\\Zotero\\storage\\JLM9TGJC\\warnings.html:text/html}
}
@article{mcneish_using_2016,
title = {On using {Bayesian} methods to address small sample problems},
volume = {23},
issn = {1070-5511},
number = {5},
journal = {Structural Equation Modeling: A Multidisciplinary Journal},
author = {McNeish, Daniel},
year = {2016},
pages = {750--773}
}
@article{mcneish_using_2016-1,
title = {Using data-dependent priors to mitigate small sample bias in latent growth models: {A} discussion and illustration using {M} plus},
volume = {41},
issn = {1076-9986},
number = {1},
journal = {Journal of Educational and Behavioral Statistics},
author = {McNeish, Daniel},
year = {2016},
pages = {27--56}
}
@article{van_de_schoot_analyzing_2015,
title = {Analyzing small data sets using {Bayesian} estimation: {The} case of posttraumatic stress symptoms following mechanical ventilation in burn survivors},
volume = {6},
issn = {2000-8198},
number = {1},
journal = {European Journal of Psychotraumatology},
author = {{van de Schoot}, Rens and Broere, Joris J and Perryck, Koen H and Zondervan-Zwijnenburg, Mariëlle and {van Loey}, Nancy E},
year = {2015},
pages = {25216}
}
@article{smid_predicting_2019,
title={Predicting a Distal Outcome Variable From a Latent Growth Model: ML versus Bayesian Estimation},
doi = {https://doi.org/10.1080/10705511.2019.1604140},
author={Smid, Sanne C and Depaoli, Sarah and {van de Schoot}, Rens},
journal={Structural Equation Modeling: A Multidisciplinary Journal},
pages={1--23},
year={2019},
publisher={Taylor \& Francis}
}
@book{gabry_shinystan:_2018,
title = {shinystan: {Interactive} {Visual} and {Numerical} {Diagnostics} and {Posterior} {Analysis} for {Bayesian} {Models}},
url = {https://CRAN.R-project.org/package=shinystan},
author = {Gabry, Jonah},
year = {2018},
annote = {R package version 2.5.0}
}
@article{gelman_parameterization_2004,
title = {Parameterization and {Bayesian} modeling},
volume = {99},
issn = {0162-1459},
number = {466},
journal = {Journal of the American Statistical Association},
author = {Gelman, Andrew},
year = {2004},
pages = {537--545}
}
@misc{carpenter_impact_2016,
title = {The {Impact} of {Reparameterization} on {Point} {Estimates}},
url = {https://mc-stan.org/users/documentation/case-studies/mle-params.html},
urldate = {2019-05-17},
author = {Carpenter, Bob},
year = {2016},
file = {The Impact of Reparameterization on Point Estimates:C\:\\Users\\5507553\\Zotero\\storage\\BDJGS52B\\mle-params.html:text/html}
}
@book{tabachnick_using_2007,
title = {Using multivariate statistics},
volume = {5},
publisher = {Pearson Boston, MA},
author = {Tabachnick, Barbara G and Fidell, Linda S and Ullman, Jodie B},
year = {2007}
}
@article{muratori_callous_2016,
title = {Callous unemotional traits in children with disruptive behavior disorder: {Predictors} of developmental trajectories and adolescent outcomes},
volume = {236},
issn = {0165-1781},
journal = {Psychiatry research},
author = {Muratori, Pietro and Lochman, John E and Manfredi, Azzurra and Milone, Annarita and Nocentini, Annalaura and Pisano, Simone and Masi, Gabriele},
year = {2016},
pages = {35--41}
}
@article{egberts_parents_2017,
title = {Parents' posttraumatic stress after burns in their school-aged child: {A} prospective study.},
volume = {36},
issn = {1930-7810},
number = {5},
journal = {Health psychology},
author = {Egberts, Marthe R and {van de Schoot}, Rens and Geenen, Rinie and {van Loey}, Nancy EE},
year = {2017},
pages = {419}
}
@article{smid_bayesian_2019,
title={Bayesian versus frequentist estimation for structural equation models in small sample contexts: A systematic review},
doi = {10.1080/10705511.2019.1577140},
author={Smid, Sanne C and McNeish, Daniel and Mio{\v{c}}evi{\'c}, Milica and {van de Schoot}, Rens},
journal={Structural Equation Modeling: A Multidisciplinary Journal},
volume={27},
number={1},
pages={131--161},
year={2020},
publisher={Taylor \& Francis}
}
@article{van_baar_epidemiologie_2015,
title = {Epidemiologie},
author = {{van Baar} and Vloemans and Beerthuizen and Middelkoop and {Nederlandse Brandwonden Registratie R3}},
year = {2015}
}
@article{landolt_incidence_2003,
title = {Incidence and associations of parental and child posttraumatic stress symptoms in pediatric patients},
volume = {44},
issn = {0021-9630},
number = {8},
journal = {Journal of Child Psychology and Psychiatry},
author = {Landolt, Markus A and Vollrath, Margarete and Ribi, Karin and Gnehm, Hanspeter E and Sennhauser, Felix H},
year = {2003},
pages = {1199--1207}
}
@article{van_de_schoot_analyzing_2015-1,
title = {Analyzing small data sets using {Bayesian} estimation: {The} case of posttraumatic stress symptoms following mechanical ventilation in burn survivors},
volume = {6},
issn = {2000-8198},
number = {1},
journal = {European Journal of Psychotraumatology},
author = {{van de Schoot}, Rens and Broere, Joris J and Perryck, Koen H and Zondervan-Zwijnenburg, Mariëlle and {van Loey}, Nancy E},
year = {2015},
pages = {25216}
}
@incollection{hox_small_2020,
title = {Small samples in multilevel modeling},
booktitle = {Small sample size solutions: {A} guide for applied researchers and practitioners},
publisher = {Routledge},
author = {Hox, Joop J and McNeish, Daniel},
year = {2020}
}
@article{hox_accuracy_2001,
title = {The accuracy of multilevel structural equation modeling with pseudobalanced groups and small samples},
volume = {8},
issn = {1070-5511},
number = {2},
journal = {Structural equation modeling},
author = {Hox, Joop J and Maas, Cora JM},
year = {2001},
pages = {157--174}
}
@article{smid_predicting_2019-1,
title={Predicting a Distal Outcome Variable From a Latent Growth Model: ML versus Bayesian Estimation},
author={Smid, Sanne C and Depaoli, Sarah and {van de Schoot}, Rens},
journal={Structural Equation Modeling: A Multidisciplinary Journal},
pages={1--23},
year={2019},
publisher={Taylor \& Francis}
}