get.analyses: get.analyses

In ManyLabsOpenScience/manylabRs: Analysis scripts and data from the Many Labs projects

Description

get.analyses

Usage

get.analyses(studies = NA, analysis.type = NA, Nmin.raw = 30,
  Nmin.cond = 15, subset = c("all", "WEIRD", "NONWEIRD")[1],
  onlineTables = TRUE, staticData = TRUE, saveRdata = FALSE,
  rootdir = normalizePath(paste0(find.package("manylabRs"))),
  indir = list(RAW_DATA = ifelse(staticData, file.path(rootdir,
  "extdata", "RAW_DATA"), ""), MASTERKEY = ifelse(onlineTables, "",
  file.path(rootdir, "extdata", "KEYTABLES")), SOURCE_INFO =
  ifelse(onlineTables, "", file.path(rootdir, "extdata", "KEYTABLES"))),
  outdir = list(R_OBJECTS = ifelse(saveRdata, file.path(rootdir,
  "extdata", "R_OBJECTS"), ""), RDS_RESULTS = ifelse(saveRdata,
  file.path(rootdir, "extdata", "RESULTS_RDS"), "")),
  data.names = list(Slate1 = ifelse(staticData, file.path(rootdir,
  "extdata", "RAW_DATA", "ML2_Rawdata_S1.RData"), "ML2_S1"), Slate2 =
  ifelse(staticData, file.path(rootdir, "extdata", "RAW_DATA",
  "ML2_Rawdata_S2.RData"), "ML2_S2")))

Arguments

studies	Numeric vector with unique study IDs listed in the 'masteRkey' table (default = all IDs).
analysis.type	An optional number indicating Global (1), Primary (2, default) or Secondary (3) analyses.
Nmin.raw	Minimum raw sample size allowed to be included in the analyses.
Nmin.cond	Minimum sample size per condition allowed to be included in the analyses.
subset	Can be "all","WEIRD" or "NONWEIRD"
onlineTables	Download most recent online versions of masteRkey and Source information.
staticData	Use data from external directory (see argument indir)
saveRdata	Save data in 'R' format. If 'TRUE' a list object is expected with two fieldnames: 'R_OBJECTS' and 'RDS_RESULTS', one for storing a seperate Robject for each analysis conducted, the other for storing a single data image containing the output returned by the function. An empty character vector will prevent saving any objects
rootdir	which dir to look for data and files
indir	List of directories to use for different files. Change if you have files in different locations, but keep the list structure!
outdir	List of directories to use for outputting different result files. Change if you want to save in a different location, but keep the list structure!
data.names	names of the datafiles for slate 1 and slate 2 (change e.g. if you study a custom subsample)

Details

Run analyses for (selected) ML2 studies.

Value

A list object with analysis results.

See Also

Other "get." functions: get.GoogleSheet, get.OSFfile, get.Order, get.zavCode

Examples

# Get the data from analysis 1 [Huang.1] listed on the \href{masteRkey spreadsheet}{https://docs.google.com/spreadsheets/d/1fqK3WHwFPMIjNVVvmxpMEjzUETftq_DmP5LzEhXxUHA/}

library(dplyr)
df <- get.analyses(studies = 1, analysis.type = 1)

# 'raw' pre-filter dataset
head(tbl_df(df$raw.case$Huang.1))

# analysis results
glimpse(tbl_df(df$merged.results$Huang.1))

ManyLabsOpenScience/manylabRs documentation built on May 14, 2019, 5:21 p.m.