Methods for aggregating ranked lists, especially lists of
genes. It implements the Robust Rank Aggregation (Kolde et. al
in preparation) and some other simple algorithms for the task.
RRA method uses a probabilistic model for aggregation that is
robust to noise and also facilitates the calculation of
significance probabilities for all the elements in the final
ranking.

c(
person("Raivo", "Kolde", role = c("aut", "cre"),
email = "rkolde@gmail.com",
comment = c(ORCID = "0000-0003-2886-6298")),
person("Sven", "Laur", role = "ctb",
comment = c(ORCID = "0000-0002-9891-3347"))
)
Methods for aggregating ranked lists, especially lists of
genes. It implements the Robust Rank Aggregation Kolde et al (2012)
<doi:10.1093/bioinformatics/btr709> and some other simple algorithms
for the task. RRA method uses a probabilistic model for aggregation that
is robust to noise and also facilitates the calculation of significance
probabilities for all the elements in the final ranking.

Semi-Automated Marketing Mix Modeling (MMM) from Meta Marketing
Science
c(
person("Gufeng", "Zhou", , "gufeng@fb.com", c("aut")),
person("Leonel", "Sentana", , "leonelsentana@fb.com", c("aut")),
person("Igor", "Skokan", , "igorskokan@fb.com", c("aut")),
person("Bernardo", "Lares", , "bernardolares@fb.com", c("cre","aut")),
person("Meta Platforms, Inc.", role = c("cph", "fnd")))
Semi-Automated Marketing Mix Modeling (MMM) aiming to reduce human bias by means of ridge regression and evolutionary algorithms, enables actionable decision making providing a budget allocation and diminishing returns curves and allows ground-truth calibration to account for causation.
data.table, doParallel, doRNG, dplyr, foreach, ggplot2,
ggridges, glmnet, lares, lubridate, minpack.lm, nloptr,
patchwork, prophet, reticulate, rPref, stringr, tidyr
list( packages = list( list(package = "nevergrad",
pip = TRUE) ) )
Gufeng Zhou [aut],
Leonel Sentana [aut],
Igor Skokan [aut],
Bernardo Lares [cre, aut],
Meta Platforms, Inc. [cph, fnd]

doParallel, doRNG, dplyr, foreach, ggplot2, ggridges, glmnet,
jsonlite, lares, lubridate, minpack.lm, nloptr, patchwork,
prophet, reticulate, rPref, stringr, tidyr