3 papers
stat.ME2023
Solving The Ordinary Least Squares in Closed Form, Without Inversion or Normalization
Vered Senderovich Madar, Sandra L. Batista
By connecting the LU factorization and the Gram-Schmidt orthogonalization without any normalization, closed-forms for the coefficients of the ordinary least squares estimates are p…
stat.ME2015
A more practical approach for the Benjamini-Hochberg FDR controlling procedure for huge-scale testing problems
Vered Madar, Sandra Batista
We address a common problem in large-scale data analysis, and especially the field of genetics, the huge-scale testing problem, where millions to billions of hypotheses are tested…
stat.ME2014
Direct formulation to Cholesky decomposition of a general nonsingular correlation matrix
Vered Madar
We present two novel, explicit representations of Cholesky factor of a nonsingular correlation matrix. The first representation uses semi-partial correlation coefficients as its en…