Reconstructing DNA copy number by penalized estimation and imputation

Reconstructing DNA copy number by penalized estimation and imputation

Statistics and Genomics Seminar
Sep 16, 2010, 04:00 PM - 05:00 PM | 1011 Evans Hall | Happening As Scheduled
Professor Chiara Sabatti, Division of Biostatistics and Department of Statistics, Stanford University (Speaker)
Recent advances in genomics have underscored the surprising ubiquity of DNA copy number variation (CNV). Fortunately, modern genotyping platforms also detect CNVs with fairly high reliability. Hidden Markov models and algorithms have played a dominant role in the interpretation of CNV data. Here we explore CNV reconstruction via estimation with a fused-lasso penalty as suggested by Tibshirani and...