SNPs, prediction, and STAR*D trial

1 to 10 of 18 Results

gene_selection.R Jul 24, 2020 - R scripts for snp selection and ensemble learning for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D R Syntax - 3.7 KB - MD5: 4e0e18b0fbf272012e0ca2c1563c0f88
helpers.R Jul 24, 2020 - R scripts for snp selection and ensemble learning for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D R Syntax - 4.8 KB - MD5: 15837599eb2a0e63e828f414f9572eea
train_ensembles.R Jul 24, 2020 - R scripts for snp selection and ensemble learning for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D R Syntax - 8.2 KB - MD5: 62d5266c76a0a21ee42d19b97f7a5513
1.1-jds-model-performance-gene-predictors.html Jul 24, 2020 - Primary analysis code and report for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D trial" HTML - 1.9 MB - MD5: 68f044134fe12baf70457502c800979d
1.1-jds-batch-clean.html Jul 24, 2020 - Data munging code for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D trial" HTML - 653.5 KB - MD5: dda552d518c3805697baedd8ff304e01
1.2-jds-screening-visit.html Jul 24, 2020 - Data munging code for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D trial" HTML - 1009.4 KB - MD5: eda3d2905e06564bd708b4cc483e862a
1.3-jds-medlog.html Jul 24, 2020 - Data munging code for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D trial" HTML - 675.4 KB - MD5: da31055420cb66b39cbd1e3f2481e1c2
1.4-jds-roa-baseline.html Jul 24, 2020 - Data munging code for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D trial" HTML - 635.9 KB - MD5: 3aaa844e2d0613e9c6be184e3a5693c3
1.5-jds-ivr-baseline.html Jul 24, 2020 - Data munging code for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D trial" HTML - 636.2 KB - MD5: b1c8b44d56fd34993c045a6ff08d9d28
1.6-jds-qids-time-series.html Jul 24, 2020 - Data munging code for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D trial" HTML - 667.6 KB - MD5: 47f971e17790875e019ec1815def7860

gene_selection.R

Jul 24, 2020 - R scripts for snp selection and ensemble learning for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D

R Syntax - 3.7 KB - MD5: 4e0e18b0fbf272012e0ca2c1563c0f88

helpers.R

R Syntax - 4.8 KB - MD5: 15837599eb2a0e63e828f414f9572eea

train_ensembles.R

R Syntax - 8.2 KB - MD5: 62d5266c76a0a21ee42d19b97f7a5513

1.1-jds-model-performance-gene-predictors.html

Jul 24, 2020 - Primary analysis code and report for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D trial"

HTML - 1.9 MB - MD5: 68f044134fe12baf70457502c800979d

1.1-jds-batch-clean.html

Jul 24, 2020 - Data munging code for "Inclusion of single nucleotide polymorphisms into an ensemble of gradient boosting decision trees does not improve the prediction of citalopram treatment response in the STAR*D trial"

HTML - 653.5 KB - MD5: dda552d518c3805697baedd8ff304e01

1.2-jds-screening-visit.html

HTML - 1009.4 KB - MD5: eda3d2905e06564bd708b4cc483e862a

1.3-jds-medlog.html

HTML - 675.4 KB - MD5: da31055420cb66b39cbd1e3f2481e1c2

1.4-jds-roa-baseline.html

HTML - 635.9 KB - MD5: 3aaa844e2d0613e9c6be184e3a5693c3

1.5-jds-ivr-baseline.html

HTML - 636.2 KB - MD5: b1c8b44d56fd34993c045a6ff08d9d28

1.6-jds-qids-time-series.html

HTML - 667.6 KB - MD5: 47f971e17790875e019ec1815def7860

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