Prerequisites:
A prerequisite is a solid grasp of principal component analysis and a basic
familiarity with linear algebra and matrices. A detailed knowledge of
mathematical statistics is not necessary.
Literature (suggested Reading):
Harshman, R. A. & Lundy, M. E, (1994). PARAFAC:
Parallel factor analysis. Computational Statistics and Data Analysis, 18,
39-72.
Kroonenberg, P. M. (1994). The TUCKALS line: A suite of programs
for three-way data analysis.
Computational Statistics and Data Analysis, 18, 73-96.
Kiers, H.A.L. & Van Mechelen, I. (2001).
Three-way component analysis:
Principles and illustrative
application. Psychological
Methods, 6. 84-110.
Kroonenberg, P. M. (2007, to appear). Applied multiway data
anaylsis. Hoboken, NJ: Wiley
Timetable of the 2nd week:
Topics in three-mode analysis