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Found 7 papers, 4 papers with code
Cotton Yield Prediction Using Random Forest
From the 1980s to the 1990s, field data were gathered across the southern cotton belt of the United States.
Empirical Bayes Estimation with Side Information: A Nonparametric Integrative Tweedie Approach
As the dimension of the auxiliary data increases, we accurately quantify the improvements in estimation risk and the associated deterioration in convergence rate.
Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers
This paper develops novel conformal methods to test whether a new observation was sampled from the same distribution as a reference set.
Locally Adaptive Algorithms for Multiple Testing with Network Structure, with Application to Genome-Wide Association Studies
Linkage analysis has provided valuable insights to the GWAS studies, particularly in revealing that SNPs in linkage disequilibrium (LD) can jointly influence disease phenotypes.
Large-Scale Shrinkage Estimation under Markovian Dependence
We consider the problem of simultaneous estimation of a sequence of dependent parameters that are generated from a hidden Markov model.
Structure-Adaptive Sequential Testing for Online False Discovery Rate Control
Consider the online testing of a stream of hypotheses where a real--time decision must be made before the next data point arrives.
False Discovery Rate Control Under General Dependence By Symmetrized Data Aggregation
We develop a new class of distribution--free multiple testing rules for false discovery rate (FDR) control under general dependence.
Methodology Statistics Theory Statistics Theory
