On parametric families for sampling binary data with specified mean and correlation

Details On parametric families for sampling binary data with specified mean and correlation On parametric families for sampling binary data with specified mean and correlation

2011-11-02

arxiv.org/abs/1111.0576v4

Statistics

Methodology

Scientific paper

We discuss a class of binary parametric families with conditional probabilities taking the form of generalized linear models and show that this approach allows to model high-dimensional random binary vectors with arbitrary mean and correlation. We derive the special case of logistic conditionals as an approximation to the Ising-type exponential distribution and provide empirical evidence that this parametric family indeed outperforms competing approaches in terms of feasible correlations.

Affiliated with

Also associated with

No associations

Rating

On parametric families for sampling binary data with specified mean and correlation 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 On parametric families for sampling binary data with specified mean and correlation, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and On parametric families for sampling binary data with specified mean and correlation will most certainly appreciate the feedback.

Rate now

Comments { 0 }

Profile ID: LFWR-SCP-O-329691