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Evaluation of somatic copy number estimation tools for whole-exome sequencing data
CNV prediction Somatic alterations The Cancer Genome Atlas CNV algorithms
2016/1/26
Evaluation of somatic copy number estimation tools for whole-exome sequencing data.
Evaluation of somatic copy number estimation tools for whole-exome sequencing data
CNV prediction Somatic alterations The Cancer Genome Atlas CNV algorithms
2016/1/20
Evaluation of somatic copy number estimation tools for whole-exome sequencing data.
Estimating treatment effect heterogeneity in randomized program evaluation
Causal inference individualized treatment rules LASSO moderation variable selection
2013/6/14
When evaluating the efficacy of social programs and medical treatments using randomized experiments, the estimated overall average causal effect alone is often of limited value and the researchers mus...
Generalized Measures for the Evaluation of Community Detection Methods
Complex Networks Community Detection Evaluation Measure Cluster Analysis Purity Adjusted Rand Index Normalized Mutual Information
2013/5/2
Community detection can be considered as a variant of cluster analysis applied to complex networks. For this reason, all existing studies have been using tools derived from this field when evaluating ...
STATISTICAL EVALUATION OF METHODS FOR THE ANALYSIS OF DYNAMIC PROTEIN EXPRESSION DATA FROM A TUMOR STUDY
protein expression data proteome data preprocessing missing values imputation longitudinal data analysis neuroblastoma
2009/2/25
In this article, we analyze time dependent protein expression data obtained from
a proteome study of a neuroblastoma cell line. Neuroblastoma are common solid
tumors which occur in early childhood. ...
An empirical evaluation of small area estimators
Regional statistics small areas root mean square error direct indirect and composite estimators
2009/2/23
This paper compares five small area estimators. We use Monte Carlo simulation in the context of
both artificial and real populations. In addition to the direct and indirect estimators, we consider th...
Evaluation of Formal posterior distributions via Markov chain arguments
Admissibility formal Bayes improper prior distribution multivariate normal distribution recurrence superharmonic function
2010/4/26
We consider evaluation of proper posterior distributions obtained
from improper prior distributions. Our context is estimating a bounded
function of a parameter when the loss is quadratic. If the ...