Markov Chain Mote Carlo
Junker, B., Patz, R., & VanHoudnos, N. (in press). Markov Chain Monte Carlo for Item Response Models. In W. J. van der Linden & R. K. Hambleton (Eds.), Handbook of Item Response Theory: Models, Statistical Tools, and Applications. Vol. 2. Taylor & Francis.
Preprint (forthcoming)
VanHoudnos, N. (in preparation). Online supplement to “Markov Chain Monte Carlo for Item Response Models.” Tech. rep. Department of Statistics, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA.
Paper (forthcoming) - Collected Resources
Crowdsourcing in Education Research
VanHoudnos, N., Smith, L., Callan, J., Dabbish, L., & Junker, B. (2011). Crowdsourcing the Rating of Open-Response Mathematics Questions. Building an Education Science: Improving Mathematics and Science Education for All Students. Washington, DC, USA: Society for Research on Educational Effectiveness.
VanHoudnos, N. (2011). Can the Internet grade math? Crowdsourcing a complex scoring task and picking the optimal crowd size. Tech. rep. Department of Statistics, Carnegie Mellon University, Pittsburgh, Pennsylvania, USA.