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M	.setup/build/betaMC.pdf
M	.setup/build/betaMC_1.3.2.9000.tar.gz
A	.setup/latex/bib/quarto.bib
D	.setup/latex/pdf/.gitignore
D	.setup/latex/pdf/betaMC-001-description.pdf
D	.setup/latex/pdf/betaMC-999-session.pdf
D	.setup/latex/pdf/betaMC-zzz-references.pdf
D	.setup/latex/pdf/betaMC-zzz-tests-benchmark.pdf
D	.setup/latex/pdf/betaMC-zzz-tests-external.pdf
D	.setup/latex/pdf/betaMC-zzz-tests-internal.pdf
D	.setup/latex/pdf/betaMC-zzz-tests-staging.pdf
D	.setup/latex/pdf/bib.bib
M	README.md
M	data/nas1982.rda
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jeksterslab committed Jun 21, 2024
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@Article{Wright-1918,
author = {Sewall Wright},
date = {1918-07},
journaltitle = {Genetics},
title = {On the nature of size factors},
doi = {10.1093/genetics/3.4.367},
number = {4},
pages = {367--374},
volume = {3},
publisher = {Oxford University Press ({OUP})},
}
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46 changes: 23 additions & 23 deletions README.md
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Expand Up @@ -118,9 +118,9 @@ BetaMC(mvn, alpha = 0.05)
#> Standardized regression slopes
#> type = "mvn"
#> est se R 2.5% 97.5%
#> NARTIC 0.4951 0.0754 20000 0.3404 0.6335
#> PCTGRT 0.3915 0.0763 20000 0.2380 0.5357
#> PCTSUPP 0.2632 0.0749 20000 0.1175 0.4100
#> NARTIC 0.4951 0.0755 20000 0.3388 0.6323
#> PCTGRT 0.3915 0.0767 20000 0.2376 0.5389
#> PCTSUPP 0.2632 0.0746 20000 0.1179 0.4109
```

#### Asymptotic distribution-free Approach
Expand All @@ -133,9 +133,9 @@ BetaMC(adf, alpha = 0.05)
#> Standardized regression slopes
#> type = "adf"
#> est se R 2.5% 97.5%
#> NARTIC 0.4951 0.0682 20000 0.3511 0.6184
#> PCTGRT 0.3915 0.0710 20000 0.2439 0.5217
#> PCTSUPP 0.2632 0.0764 20000 0.1094 0.4084
#> NARTIC 0.4951 0.0670 20000 0.3529 0.6144
#> PCTGRT 0.3915 0.0713 20000 0.2413 0.5215
#> PCTSUPP 0.2632 0.0772 20000 0.1046 0.4091
```

#### Heteroskedasticity Consistent Approach (HC3)
Expand All @@ -148,9 +148,9 @@ BetaMC(hc3, alpha = 0.05)
#> Standardized regression slopes
#> type = "hc3"
#> est se R 2.5% 97.5%
#> NARTIC 0.4951 0.0796 20000 0.3248 0.6368
#> PCTGRT 0.3915 0.0825 20000 0.2180 0.5420
#> PCTSUPP 0.2632 0.0851 20000 0.0872 0.4260
#> NARTIC 0.4951 0.0803 20000 0.3216 0.6351
#> PCTGRT 0.3915 0.0829 20000 0.2175 0.5417
#> PCTSUPP 0.2632 0.0854 20000 0.0887 0.4252
```

### Other Effect Sizes
Expand All @@ -173,8 +173,8 @@ RSqMC(hc3, alpha = 0.05)
#> R-squared and adjusted R-squared
#> type = "hc3"
#> est se R 2.5% 97.5%
#> rsq 0.8045 0.0616 20000 0.6469 0.8876
#> adj 0.7906 0.0660 20000 0.6217 0.8796
#> rsq 0.8045 0.0632 20000 0.6421 0.8866
#> adj 0.7906 0.0677 20000 0.6166 0.8785
```

#### Improvement in R-squared
Expand All @@ -187,9 +187,9 @@ DeltaRSqMC(hc3, alpha = 0.05)
#> Improvement in R-squared
#> type = "hc3"
#> est se R 2.5% 97.5%
#> NARTIC 0.1859 0.0688 20000 0.0494 0.3218
#> PCTGRT 0.1177 0.0549 20000 0.0255 0.2382
#> PCTSUPP 0.0569 0.0373 20000 0.0060 0.1485
#> NARTIC 0.1859 0.0688 20000 0.0485 0.3190
#> PCTGRT 0.1177 0.0548 20000 0.0256 0.2368
#> PCTSUPP 0.0569 0.0374 20000 0.0062 0.1501
```

#### Semipartial Correlation Coefficients
Expand All @@ -202,9 +202,9 @@ SCorMC(hc3, alpha = 0.05)
#> Semipartial correlations
#> type = "hc3"
#> est se R 2.5% 97.5%
#> NARTIC 0.4312 0.0865 20000 0.2223 0.5673
#> PCTGRT 0.3430 0.0833 20000 0.1596 0.4881
#> PCTSUPP 0.2385 0.0779 20000 0.0774 0.3854
#> NARTIC 0.4312 0.0870 20000 0.2203 0.5648
#> PCTGRT 0.3430 0.0833 20000 0.1600 0.4866
#> PCTSUPP 0.2385 0.0782 20000 0.0787 0.3874
```

#### Squared Partial Correlation Coefficients
Expand All @@ -217,9 +217,9 @@ PCorMC(hc3, alpha = 0.05)
#> Squared partial correlations
#> type = "hc3"
#> est se R 2.5% 97.5%
#> NARTIC 0.4874 0.1190 20000 0.1836 0.6495
#> PCTGRT 0.3757 0.1152 20000 0.1062 0.5532
#> PCTSUPP 0.2254 0.1121 20000 0.0247 0.4552
#> NARTIC 0.4874 0.1200 20000 0.1732 0.6499
#> PCTGRT 0.3757 0.1156 20000 0.1074 0.5525
#> PCTSUPP 0.2254 0.1127 20000 0.0253 0.4562
```

#### Differences of Standardized Regression Coefficients
Expand All @@ -232,9 +232,9 @@ DiffBetaMC(hc3, alpha = 0.05)
#> Differences of standardized regression slopes
#> type = "hc3"
#> est se R 2.5% 97.5%
#> NARTIC-PCTGRT 0.1037 0.1427 20000 -0.1776 0.3816
#> NARTIC-PCTSUPP 0.2319 0.1323 20000 -0.0386 0.4815
#> PCTGRT-PCTSUPP 0.1282 0.1368 20000 -0.1450 0.3878
#> NARTIC-PCTGRT 0.1037 0.1442 20000 -0.1799 0.3807
#> NARTIC-PCTSUPP 0.2319 0.1327 20000 -0.0379 0.4815
#> PCTGRT-PCTSUPP 0.1282 0.1374 20000 -0.1472 0.3895
```

## Documentation
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