1 citations · 1 across the 4 of their papers we have counts for
4 papers
Inference with generalizable classifier predictions
Ciaran Evans, Zara Y. Weinberg, Manojkumar A. Puthenveedu +1
This paper addresses the problem of making statistical inference about a population that can only be identified through classifier predictions. The problem is motivated by scientif…
Sequential changepoint detection in classification data under label shift
Ciaran Evans, Max G'Sell
Classifier predictions often rely on the assumption that new observations come from the same distribution as training data. When the underlying distribution changes, so does the op…
Selecting between-sample RNA-Seq normalization methods from the perspective of their assumptions
Ciaran Evans, Johanna Hardin, Daniel Stoebel
RNA-Seq is a widely-used method for studying the behavior of genes under different biological conditions. An essential step in an RNA-Seq study is normalization, in which raw data…
Differential expression analysis for multiple conditions
Ciaran Evans, Johanna Hardin, Mark Huber +2
As high-throughput sequencing has become common practice, the cost of sequencing large amounts of genetic data has been drastically reduced, leading to much larger data sets for an…