I like the sound of this new alternative to BMI as a non-invasive measure of body composition.
BAI = Hip circumference (cm)/ (Height (m)x √Height (m)) – 18
Use this Google Spreadsheet to calculate your own BAI.
Here is a description on how to take your hip circumference.
Here is the article in Obesity.