Functional Data Analysis. Analysis with data represented by curves. Regression models and factorial analysis. See for more details : http://www.psych.mcgill.ca/misc/fda/
Scan Statistics
Scan Statistics. Tests for unusual clusters in time, space or time x space. One-dimensional, bi-dimensional and three-dimensional scan statistic. Approximations and bounds for scan statistic distribution. See for an example
the website of Martin Kuldorff http://www.satscan.org/