Junker, B. W., Weisberg, Y., Clare Matsumura, L., Crosson, A.,
Kim Wolf, M., Levison, A., and Resnick, L. B. (2006). Overview of
the Instructional Quality Assessment. CSE Report 671, National
Center for Research on Evaluation, Standards and Student Testing
(CRESST), University of Los Angeles, Los Angeles, CA.
Weaver, R., & Junker, B. W. (2004). Model
specification for cognitive assessment of proportional reasoning.
Department of Statistics Technical Report \#777. Carnegie Mellon
University, Pittsburgh PA. [Alt title: Investigating the foundations
of a cognitively diagnostic assessment through both traditional
psychometric and skills-based measurement models]
Junker, B. W., Matsumura, L. C., Crosson, A., Wolf, M. K.,
Levison, A., Weisberg, Y, and Resnick, L. B. (2004). Overview of the Instructional
Qualirty Assessment. Symposium paper presented at the 2004 Annual
Meeting of the American Educational Research Associaation. San Diego
CA.
Link to Skeletal code for fitting the HRM model of
Mariano (2002 Dissertation). See also tech report by Patz, Junker and
Johnson below, and the published paper "The Hierarchical Rater Model for
Rated Test Items and its Application to Large-Scale Educational Assessment
Data, by Patz, Junker, Johnson and Mariano (J. Ed. Beh. Stat., Dec 2002).
Please see the README
file. This is research level experimental code, and no guarantees
of fitness can be made.
Final versions of this code, with instructions for use, will be made
avaliable on StatLib shortly.
Nonparametric IRT in Action.
Brian W. Junker and Klaas Sijtsma (12/00)
in
Postscript
or
pdf
(adobe acrobat) format.
Cognitive assessment
models with few assumptions, and connections with nonparametric IRT.
Brian W. Junker and Klaas Sijtsma (12/00)
in
Postscript
or
pdf
(adobe acrobat) format.
Monotonicity and conditional
independence in models for student assessment and attitude
measurement
Brian W. Junker (12/00)
in
Postscript
or
pdf
(adobe acrobat) format.
Finding improvements in student models for intelligent tutoring
systems via variable selection for a linear logistic test model
(presented at the Annual North American Meeting of the
Psychometric Society, Vancouver, BC, Canada).
Brian W. Junker, Ken Koedinger and Mario Trottini (7/00)
in
Postscript only.
712 The
Hierarchical Rater Model for Rated Test Items and its Application to
Large-Scale Educational Assessment Data Richard J. Patz, Brian W.
Junker and Matthew S. Johnson (5/00)
710 Some
Topics in Nonparametric and Parametric IRT, with Some Thoughts About
the Future Brian W. Junker (4/00)
670
Applications and extensions of MCMC in IRT: Multiple item types,
missing data, and rated responses Richard J. Patz and Brian W.
Junker, 12/97
661
Latent and manifest monotonicity in item response models.
Brian W. Junker and Klaas Sijtsma, 8/97. See also the
Talk (PostScript)
presented June 29, 1997 at the North American Meeting of the
Psychometric Society, Gatlinburg, Tennessee.
658
A straightforward approach to Markov Chain Monte Carlo methods for
item response models. Richard J. Patz and Brian
W. Junker , 6/97
644
Analyzing Small Psychological Experiments with Item Response Models.
Richard J. Patz, Brian W. Junker, F. Javier Lerch and Brian R. Huguenard
, 2/96
643
Some remarks on Scheiblechner's treatment of ISOP models. Brian
W. Junker , 2/96
Presentations at NCME (PostScript), New York,
April 1996, and
the Psychometric Society (PostScript), Banff,
June 1996 on EDA for response category order in polytomous item response
data.
1995
Review (PostScript) of
"Statistical factor analysis and related methods," by Alexander Basilevsky;
Wiley (1994). Brian W. Junker The final version appears in
Applied Psychological Measurement, 18, 385--388 (1995).
Discussion (PostScript) of "Modeling Mortality
Rates for
Elderly Heart Attack Patients: Profiling Hospitals in the Cooperative
Cardiovascular Project" by Normand, Glickman and Ryan. Third Workshop
on Bayesian Statistics in Science and Technology: Case Studies in
Economics, Finance, and Business, Pittsburgh, PA. October 5--7, 1995.
Stephen E. Fienberg, Martin S. Gaynor, and Brian W. Junker.
614
A Characterization of Monotone Unidimensional Latent Variable Models
Brian W. Junker and Jules L. Ellis , 2/95 (revised 3/96).
The final version appears in Annals of Statistics, 25, 1327--1343
(1997).
597
A Survey of Theory and Methods of Invariant Item Ordering Klaas
Sijtsma and Brian W. Junker, 5/94. The final version appears in
British Journal of Mathematical and Statistical Psychology, 49,
79--105 (1996).
Invited talks given at the 10th Annual Workshop on Item Response
Theory Modeling, University of Twente (November 9-11, 1994, Enschede, The
Netherlands). Brian W. Junker
ca.ps Conditional
Association, Essential Independence, and Monotone Unidimensional Latent
Variable Models, Brian W. Junker, 6/92, (PostScript). The final
version appears in Annals of Statistics, 21, 1359--1378 (1993).
Brian Junker (412) 268 - 8873
Department of Statistics brian@stat.cmu.edu
232 Baker Hall FAX: (412) CMU-STAT
Carnegie Mellon University or (412) 268-7828
Pittsburgh PA 15213 USA
