Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  have developed an algorithm for genetic analysis of complex traits using genome-wide SNPs in a linear mixed model framework. Compared to current standard REML software based on the mixed model equation, our method is substantially faster. The advantage is largest when there is only a single genetic covariance structure. The method is particularly useful for multivariate analysis, including multi-trait models and random regression models for studying reaction norms.  applied our proposed method to publicly available mice and human data and discuss the advantages and limitations.
['Sang Hong Lee', 'J. H. J. van der Werf']
I am writing a research paper on a idea MTG2: an efficient algorithm for multivariate linear mixed model analysis based on genomic information
[{"from": "human", "value": "I am writing a research paper on a idea MTG2: an efficient algorithm for multivariate linear mixed model analysis based on genomic information"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  have developed an algorithm for genetic analysis of complex traits using genome-wide SNPs in a linear mixed model framework. Compared to current standard REML software based on the mixed model equation, our method is substantially faster. The advantage is largest when there is only a single genetic covariance structure. The method is particularly useful for multivariate analysis, including multi-trait models and random regression models for studying reaction norms.  applied our proposed method to publicly available mice and human data and discuss the advantages and limitations."}]