angleTest: Test whether the direction of two vectors is similar
Description
Test whether the direction of two vectors is similar
Usage
angleTest(x, y)
Value
a list with
angle
angle between vectors
p.value
p-value for the probability that the angle between two random vectors is smaller or equal to the one calculatted from x and y
Arguments
x
vector
y
vector
Details
Under the assumption of all (normalized) n-vectors being represented by an n-dimensional hypersphere, the probability of the angle between two vectors is <= the measured values can be estimated as the area of a cap defined by that angle and divided by the hypersphere's complete surface area.
References
S. Li , 2011. Concise Formulas for the Area and Volume of a Hyperspherical Cap. Asian Journal of Mathematics & Statistics, 4: 66-70.
x <- c(1,0); y <- c(1,1) # for a circle this should give us p = 0.25 as the angle between vectors## is pi/4 and for any vector the segment +-pi/4 covers a quarter of the circle angleTest(x,y)