-
Notifications
You must be signed in to change notification settings - Fork 3
/
Copy pathDESCRIPTION
57 lines (57 loc) · 1.92 KB
/
DESCRIPTION
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
Package: autoMrP
Type: Package
Title: Improving MrP with Ensemble Learning
Version: 1.1.0
Authors@R: c(
person(
given = "Reto",
family = "Wüest",
role = c("aut"),
email = "[email protected]",
comment = c(ORCID = "0000-0002-7502-6489")),
person(
given = "Lucas",
family = "Leemann",
role = c("aut"),
email = "[email protected]",
comment = c(ORCID = "0000-0001-5201-869X")),
person(
given = "Florian",
family = "Schaffner",
role = c("aut"),
email = " [email protected]",
comment = c(ORCID = "0000-0003-3352-6191")),
person(
given = "Philipp",
family = "Broniecki",
role = c("aut", "cre"),
email = "[email protected]",
comment = c(ORCID = "0000-0001-9214-4404")),
person(
given = "Hadley",
family = "Wickham",
role = "ctb",
email = "[email protected]"))
Description: A tool that improves the prediction performance of multilevel
regression with post-stratification (MrP) by combining a number of machine
learning methods. For information on the method, please refer to Broniecki,
Wüest, Leemann (2020) ''Improving Multilevel Regression with
Post-Stratification Through Machine Learning (autoMrP)'' in the
'Journal of Politics'. Final pre-print version:
<https://lucasleemann.files.wordpress.com/2020/07/automrp-r2pa.pdf>.
URL: https://github.com/retowuest/autoMrP
BugReports: https://github.com/retowuest/autoMrP/issues
Depends: R (>= 3.6)
Imports:
rlang (>= 0.4.5), dplyr (>= 1.0.2), lme4 (>= 1.1), gbm (>= 2.1.5),
e1071 (>= 1.7-3), tibble (>= 3.0.1), glmmLasso (>= 1.5.1),
EBMAforecast (>= 1.0.0), foreach (>= 1.5.0), doParallel (>= 1.0.15),
doRNG (>= 1.8.2), ggplot2 (>= 3.3.2), knitr (>= 1.29), tidyr (>= 1.1.2),
purrr (>= 0.3.4), forcats (>= 0.5.1), vglmer (>= 1.0.3), stringr (>= 1.5.0),
R.rsp (>= 0.46.0), nloptr (>= 2.1.1), quadprog (>= 1.5-8), cli (>= 3.6.3)
Suggests: R.rsp
License: GPL-3
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.2
VignetteBuilder: R.rsp