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glmnet
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Which one is more trustable for Cox Proportional Hazard Model with Lasso penalty? LOOCV or K-fold cross-validation?
glmnet
cox
LOOCV
k-fold
cross validation
updated 5.3 years ago by
chris86
▴ 420 • written 5.3 years ago by
Talip
▴ 10
3
votes
12
replies
4.3k
views
Problem about use of TCGA rna-seq rsem gene results for regularized cox regression modeling
tcga
rnaseq
glmnet
voom
deseq2
7.8 years ago
panagiotis.mokos
▴ 40
0
votes
4
replies
2.7k
views
Normalization and transformation of RNA-seq raw data for regularized linear regression models
rnaseq
glmnet
limma
voom
deseq2
7.8 years ago
panagiotis.mokos
▴ 40
4
votes
4
replies
2.9k
views
ABOUT TRANSFORMATION OF RNA-SEQ DATA FOR GLMNET COX SURVIVAL ANALYSIS
glmnet
deseq2
updated 7.8 years ago by
Michael Love
43k • written 7.8 years ago by
panagiotis.mokos
▴ 40
0
votes
1
reply
2.3k
views
Adaptive Lasso and CrossValidation for SNV selection
adaptive-lasso
snv
biomarkers
cv
glmnet
8.0 years ago
crichard
• 0
5 results • Page
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Comment: Cross-validation with multiple control subgroups in limma
by
Ali Barry
▴ 40
Thanks so much for taking the time here, the insights are much appreciated. I suspected I'd have to ad hoc compare results if I did repeat …
Answer: Cross-validation with multiple control subgroups in limma
by
Gordon Smyth
52k
limma doesn't do cross-validation or resampling. Like most classical linear modeling procedures in statistics, limma uses a statistical mod…
Comment: Issues with seqlevelsStyle when making custom txdb objects for genomes/annotatio
by
Robert Castelo
★ 3.4k
Hi Hervé, thank you very much for your input into how to properly build and manage TxDb objects. gDNAx has two main inputs, one or more BAM…
Comment: Biostrings: Error writing long reads (>200 kbps) with writeQualityScaledXStringS
by
Aidan
▴ 60
Quick update: this is fixed in a branch awaiting PR to Biostrings (https://github.com/Bioconductor/Biostrings/pull/122). Should be in `deve…
Answer: Can DESeq2's design compensate for sequencing experimental design shortcomings?
by
Michael Love
43k
For statistical analysis plans, I recommend working with a local statistician or someone familiar with linear models in R. I have to reserv…
Votes
C: edgeR and lack of counts ID on CPM matrix
A: DESeq2 Following RSEM
A: importing RSEM data into DESeq2
A: Expected counts from RSEM in DESeq2
A: Using RSEM reads for DESeq2
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