-
Notifications
You must be signed in to change notification settings - Fork 11
/
DESCRIPTION
92 lines (92 loc) · 2.71 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
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
Package: covidseir
Title: Bayesian SEIR Modelling for Multivariate COVID-19 Case
Data
Version: 0.0.1.9001
Authors@R:
c(person(given = c("Sean", "C."),
family = "Anderson",
role = c("aut", "cre"),
email = "[email protected]",
comment = c(ORCID = "0000-0001-9563-1937")),
person(given = c("Andrew", "M."),
family = "Edwards",
role = "aut"),
person(given = "Madi",
family = "Yerlanov",
role = "aut"),
person(given = "Nicola",
family = "Mulberry",
role = "aut"),
person(given = c("Jessica", "E."),
family = "Stockdale",
role = "aut"),
person(given = c("Rebeca", "C."),
family = "Falcao",
role = "aut"),
person(given = c("Sarafa", "A."),
family = "Iyaniwura",
role = "aut"),
person(given = c("Michael", "C."),
family = "Otterstatter",
role = "aut"),
person(given = c("Michael", "A."),
family = "Irvine",
role = "aut"),
person(given = c("Naveed", "Z."),
family = "Janjua",
role = "aut"),
person(given = "Daniel",
family = "Coombs",
role = "aut"),
person(given = "Caroline",
family = "Colijn",
role = "aut",
comment = "Principal Investigator; <[email protected]>"))
Description: Fits a Bayesian SEIR (Susceptible, Exposed,
Infectious, Recovered) model to daily COVID-19 case data. The package
focuses on estimating the fraction of the usual contact rate for
individuals participating in physical distancing (social distancing).
The model is coded in 'Stan'. The model can accommodate multiple types
of case data at once (e.g., reported cases, hospitalizations, ICU
admissions) and accounts for delays between symptom onset and case
appearance. This model is a continuation of the models described in the
preprints <doi:10.1101/2020.04.17.20070086> and
<doi:10.1101/2020.06.12.20129833>.
License: GPL-2
Depends:
R (>= 3.5.0)
Imports:
dplyr,
furrr (>= 0.2.0),
ggplot2,
glue,
MASS,
magrittr,
methods,
purrr,
Rcpp (>= 0.12.0),
reshape2,
rstan (>= 2.18.1),
tibble,
tidyr
Suggests:
knitr,
future,
lubridate,
mgcv,
rmarkdown,
rstantools (>= 2.0.0)
LinkingTo:
BH (>= 1.66.0),
Rcpp (>= 0.12.0),
RcppEigen (>= 0.3.3.3.0),
rstan (>= 2.18.1),
StanHeaders (>= 2.18.0)
VignetteBuilder:
knitr
Biarch: true
Encoding: UTF-8
LazyData: true
Roxygen: list(markdown = TRUE)
RoxygenNote: 7.1.1.9000
SystemRequirements: GNU make