Last updated: 2023-12-20

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Knit directory: multigroup_ctwas_analysis/

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library(ctwas)
library(data.table)
source("/project/xinhe/shengqian/cTWAS_simulation/summarize_basic_plots.R")

Attaching package: 'ggpubr'
The following object is masked from 'package:cowplot':

    get_legend
source("/project/xinhe/shengqian/cTWAS_simulation/summarize_ctwas_plots.R")

Attaching package: 'plyr'
The following object is masked from 'package:ggpubr':

    mutate
outputdir1 = "/project2/mstephens/causalTWAS/simulations/simulation_ctwas_rss_20210416/"
outputdir2 = "/project/xinhe/shengqian/cTWAS_simulation/simulation_ctwas_rss_20210416/"
outputdir3 = "/project/xinhe/shengqian/cTWAS_simulation/simulation_ctwas_rss_20210416_mergeoff//"
runtag = "ukb-s80.45-adi"
configtag = 1
configtag1 = 2

PIP calibration

PIP plot under different settings.

UKBB individual genotype data. PredictedDB Liver weights. UKBB LD matrix. Gene PVE = 0.05 and SNP PVE = 0.3.

Warning: Using `size` aesthetic for lines was deprecated in ggplot2 3.4.0.
ℹ Please use `linewidth` instead.
This warning is displayed once every 8 hours.
Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
generated.
Warning: The `size` argument of `element_line()` is deprecated as of ggplot2 3.4.0.
ℹ Please use the `linewidth` argument instead.
This warning is displayed once every 8 hours.
Call `lifecycle::last_lifecycle_warnings()` to see where this warning was
generated.

Version Author Date
f566435 sq-96 2023-12-14
1b52a77 sq-96 2023-12-13
dce5552 sq-96 2023-12-13

sessionInfo()
R version 4.1.0 (2021-05-18)
Platform: x86_64-pc-linux-gnu (64-bit)
Running under: CentOS Linux 7 (Core)

Matrix products: default
BLAS/LAPACK: /software/openblas-0.3.13-el7-x86_64/lib/libopenblas_haswellp-r0.3.13.so

locale:
 [1] LC_CTYPE=en_US.UTF-8       LC_NUMERIC=C              
 [3] LC_TIME=en_US.UTF-8        LC_COLLATE=en_US.UTF-8    
 [5] LC_MONETARY=en_US.UTF-8    LC_MESSAGES=en_US.UTF-8   
 [7] LC_PAPER=en_US.UTF-8       LC_NAME=C                 
 [9] LC_ADDRESS=C               LC_TELEPHONE=C            
[11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C       

attached base packages:
[1] stats     graphics  grDevices utils     datasets  methods   base     

other attached packages:
[1] plyr_1.8.8        ggpubr_0.6.0      plotrix_3.8-4     cowplot_1.1.1    
[5] ggplot2_3.4.0     data.table_1.14.6 ctwas_0.1.40      workflowr_1.7.0  

loaded via a namespace (and not attached):
 [1] Rcpp_1.0.9       lattice_0.20-44  tidyr_1.3.0      getPass_0.2-2   
 [5] ps_1.7.2         assertthat_0.2.1 rprojroot_2.0.3  digest_0.6.31   
 [9] foreach_1.5.2    utf8_1.2.2       R6_2.5.1         backports_1.2.1 
[13] evaluate_0.19    highr_0.9        httr_1.4.4       pillar_1.8.1    
[17] rlang_1.1.1      rstudioapi_0.14  car_3.1-1        whisker_0.4.1   
[21] callr_3.7.3      jquerylib_0.1.4  Matrix_1.3-3     rmarkdown_2.19  
[25] labeling_0.4.2   stringr_1.5.0    munsell_0.5.0    broom_1.0.2     
[29] compiler_4.1.0   httpuv_1.6.7     xfun_0.35        pkgconfig_2.0.3 
[33] htmltools_0.5.4  tidyselect_1.2.0 gridExtra_2.3    tibble_3.1.8    
[37] logging_0.10-108 codetools_0.2-18 fansi_1.0.3      crayon_1.5.2    
[41] dplyr_1.0.10     withr_2.5.0      later_1.3.0      grid_4.1.0      
[45] jsonlite_1.8.4   gtable_0.3.1     lifecycle_1.0.3  DBI_1.1.3       
[49] git2r_0.30.1     magrittr_2.0.3   scales_1.2.1     carData_3.0-4   
[53] cli_3.6.1        stringi_1.7.8    cachem_1.0.6     farver_2.1.0    
[57] ggsignif_0.6.4   fs_1.5.2         promises_1.2.0.1 pgenlibr_0.3.2  
[61] bslib_0.4.1      vctrs_0.6.3      generics_0.1.3   iterators_1.0.14
[65] tools_4.1.0      glue_1.6.2       purrr_1.0.2      abind_1.4-5     
[69] processx_3.8.0   fastmap_1.1.0    yaml_2.3.6       colorspace_2.0-3
[73] rstatix_0.7.2    knitr_1.41       sass_0.4.4