Bayesian Networks in Educational Assessment

• Main Authors: Almond, Russell G. (Author), Mislevy, Robert J. (Author), Steinberg, Linda S. (Author), Yan, Duanli (Author), Williamson, David M. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: New York, NY : Springer New York : Imprint: Springer, 2015.
• Series: Statistics for Social and Behavioral Sciences,
• Subjects: Statistics.; Artificial intelligence.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.; Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences.; Artificial Intelligence (incl. Robotics).

Bayesian inference networks, a synthesis of statistics and expert systems, have advanced reasoning under uncertainty in medicine, business, and social sciences. This innovative volume is the first comprehensive treatment exploring how they can be applied to design and analyze innovative educational...