MLwiN is a statistical software package for fitting multilevel models. It uses both maximum likelihood estimation and Markov Chain Monte Carlo (MCMC) methods. MLwiN is based on an earlier package, MLn, but with a graphical user interface (as well as other additional features)[1]. MLwiN represents multilevel models using mathematical notation including Greek letters and multiple subscripts, so the user needs to be (or become) familiar with such notation.

References in zbMATH (referenced in 57 articles )

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  1. Agathangelou, Sofia A.; Charalambous, Charalambos Y.; Koutselini, Mary: Reconsidering the contribution of teacher knowledge to student learning: linear or curvilinear effects? (2016)
  2. Karakolidis, Anastasios; Pitsia, Vasiliki; Emvalotis, Anastassios: Examining students’ achievement in mathematics: a multilevel analysis of the Programme for International Student Assessment (PISA) 2012 data for Greece (2016)
  3. Congdon, Peter: Applied Bayesian modelling (2014)
  4. Zhang, Tao; Zhang, Xingyu; Ma, Yue; Zhou, Xiaohua Andrew; Liu, Yuanyuan; Feng, Zijian; Li, Xiaosong: Bayesian spatio-temporal random coefficient time series (BaST-RCTS) model of infectious disease (2014)
  5. Carpenter, James; Kenward, Michael: Multiple imputation and its applications (2013)
  6. Ahmed, Wondimu; Minnaert, Alexander; Kuyper, Hans; van der Werf, Greetje: Reciprocal relationships between math self-concept and math anxiety (2012)
  7. Lesaffre, Emmanuel; Lawson, Andrew B.: Bayesian biostatistics (2012)
  8. Neema, Isak; Böhning, Dankmar: Monitoring murder crime in Namibia using Bayesian space-time models (2012)
  9. Snijders, Tom A. B.; Bosker, Roel J.: Multilevel analysis. An introduction to basic and advanced multilevel modeling (2012)
  10. Van De Schoot, Rens; Hoijtink, Herbert; Romeijn, Jan-Willem; Brugman, Daniel: A prior predictive loss function for the evaluation of inequality constrained hypotheses (2012)
  11. Cho, S.-J.; Rabe-Hesketh, S.: Alternating imputation posterior estimation of models with crossed random effects (2011)
  12. Hendriks, A. A. Jolijn; Kuyper, Hans; Lubbers, Miranda J.; van der Werf, Margaretha P. C.: Personality as a moderator of context effects on academic achievement (2011)
  13. Masaoud, Elmabrok; Stryhn, Henrik; Whyte, Shona; Browne, William J.: Statistical modelling of neighbor treatment effects in aquaculture clinical trials (2011)
  14. Morris, Carl; Tang, Ruoxi: Estimating random effects via adjustment for density maximization (2011)
  15. Reiss, Michael; Hoyles, Celia; Mujtaba, Tamjid; Riazi-Farzad, Bijan; Rodd, Melissa: Understanding participation rates in post-16 mathematics and physics: conceptualising and operationalising the upmap project (2011)
  16. Candel, Math J.J.M.; Van Breukelen, Gerard J.P.: $D$-optimality of unequal versus equal cluster sizes for mixed effects linear regression analysis of randomized trials with clusters in one treatment arm (2010)
  17. Coertjens, Liesje; Pauw, Jelle Boeve-De; De Maeyer, Sven; Van Petegem, Peter: Do schools make a difference in their students’ environmental attitudes and awareness? Evidence from PISA 2006 (2010)
  18. De Witte, K.; Thanassoulis, E.; Simpson, G.; Battisti, G.; Charlesworth-May, A.: Assessing pupil and school performance by non-parametric and parametric techniques (2010)
  19. Goetz, Thomas; Cronjaeger, Hanna; Frenzel, Anne C.; Lüdtke, Oliver; Hall, Nathan C.: Academic self-concept and emotion relations: domain specificity and age effects (2010)
  20. Hox, Joop: Multilevel analysis. Techniques and applications (2010)

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