Baby Morse Theory in Data Analysis

Details Baby Morse Theory in Data Analysis Baby Morse Theory in Data Analysis

2011-05-12

arxiv.org/abs/1105.2582v1

Statistics

Other Statistics

Scientific paper

A methodology is proposed for inferring the topology underlying point cloud data. The approach employs basic elements of Morse Theory, and is capable of producing not only a point estimate of various topological quantities (e.g., genus), but it can also assess their sampling uncertainty in a probabilistic fashion. Several examples of point cloud data in three dimensions are utilized to demonstrate how the method yields interval estimates for the topology of the data as a 2-dimensional surface embedded in R^3.

Affiliated with

Also associated with

No associations

Rating

Baby Morse Theory in Data Analysis does not yet have a rating. At this time, there are no reviews or comments for this scientific paper.

If you have personal experience with Baby Morse Theory in Data Analysis, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Baby Morse Theory in Data Analysis will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-26571