Nothing
## ----include = FALSE----------------------------------------------------------
knitr::opts_chunk$set(
collapse = TRUE,
comment = "#>"
)
## ----echo = FALSE, fig.align = "left", out.width = 100------------------------
knitr::include_graphics("aides_logo.png")
## -----------------------------------------------------------------------------
library(aides)
## ----setup, echo = FALSE, warning = FALSE, message = FALSE--------------------
library(aides)
library(meta)
## ----eval = FALSE-------------------------------------------------------------
# library(meta)
# data("Olkin1995")
# dataOlkin1995 <- Olkin1995
## ----eval = FALSE-------------------------------------------------------------
# dataOlkin1995$n <- dataOlkin1995$n.exp + dataOlkin1995$n.cont
## ----eval = FALSE-------------------------------------------------------------
# shapiro.test(dataOlkin1995$n)
# ks.test(dataOlkin1995$n, "pnorm")
## ----result-distrSS, eval = TRUE, echo = FALSE, warning = FALSE, message = FALSE----
data("Olkin1995")
dataOlkin1995 <- Olkin1995
dataOlkin1995$n <- dataOlkin1995$n.exp + dataOlkin1995$n.cont
shapiro.test(dataOlkin1995$n)
ks.test(dataOlkin1995$n, "pnorm")
## ----eval = FALSE-------------------------------------------------------------
# PlotDistrSS(n = n,
# data = dataOlkin1995,
# study = author,
# time = year)
## ----eval = FALSE-------------------------------------------------------------
# PlotDistrSS(n = n,
# data = dataOlkin1995,
# study = author,
# time = year,
# method = "ks")
## ----plot-distrSS, fig.cap = "An example for visualization of distribution of study sizes", eval = TRUE, echo = FALSE, warning = FALSE, message = FALSE, results = "hide", fig.height = 5, fig.width = 8, fig.align = "center", out.width = "100%"----
data("Olkin1995")
dataOlkin1995 <- Olkin1995
dataOlkin1995$n <- dataOlkin1995$n.exp + dataOlkin1995$n.cont
PlotDistrSS(n = n,
data = dataOlkin1995,
study = author,
time = year,
method = "ks")
## ----eval = FALSE-------------------------------------------------------------
# TestDisparity(n = n,
# data = dataOlkin1995,
# study = author,
# time = year)
## ----result-disparity, eval = TRUE, echo = FALSE, warning = FALSE, message = FALSE----
data("Olkin1995")
dataOlkin1995 <- Olkin1995
dataOlkin1995$n <- dataOlkin1995$n.exp + dataOlkin1995$n.cont
TestDisparity(n = n,
data = dataOlkin1995,
study = author,
time = year)
## ----eval = FALSE-------------------------------------------------------------
# TestDisparity(n = n,
# data = dataOlkin1995,
# study = author,
# time = year,
# plot = TRUE)
## ----plot-disparity-outlier, eval = TRUE, fig.cap = "An example for disparity-outlier plot", echo = FALSE, warning = FALSE, message = FALSE, results = "hide", fig.height = 4, fig.width = 8, fig.align = "center", out.width = "100%"----
data("Olkin1995")
dataOlkin1995 <- Olkin1995
dataOlkin1995$n <- dataOlkin1995$n.exp + dataOlkin1995$n.cont
TestDisparity(n = n,
data = dataOlkin1995,
study = author,
time = year,
plot = TRUE)
## ----eval = FALSE-------------------------------------------------------------
# rsltDisparity <- TestDisparity(n = n,
# data = dataOlkin1995,
# study = author,
# time = year,
# vrblty = "MAD")
## ----result-disparity-vrblty-MAD, eval = TRUE, echo = FALSE, warning = FALSE, message = FALSE----
data("Olkin1995")
dataOlkin1995 <- Olkin1995
dataOlkin1995$n <- dataOlkin1995$n.exp + dataOlkin1995$n.cont
rsltDisparity <- TestDisparity(n = n,
data = dataOlkin1995,
study = author,
time = year,
vrblty = "MAD")
## ----eval = FALSE-------------------------------------------------------------
# PlotDisparity(rsltDisparity,
# which = "CV",
# szFntAxsX = 1)
## ----plot-disparity-variability-MAD, eval = TRUE, fig.cap = "An example for disparity-variability (robust) plot", echo = FALSE, warning = FALSE, message = FALSE, results = "hide", fig.height = 6, fig.width = 8, fig.align = "center", out.width = "100%"----
data("Olkin1995")
dataOlkin1995 <- Olkin1995
dataOlkin1995$n <- dataOlkin1995$n.exp + dataOlkin1995$n.cont
rsltDisparity <- TestDisparity(n = n,
data = dataOlkin1995,
study = author,
time = year,
vrblty = "MAD",
plot = FALSE)
PlotDisparity(rsltDisparity,
which = "CV",
szFntAxsX = 1)
## ----eval = FALSE-------------------------------------------------------------
# library(meta)
# data("Fleiss1993bin")
# dataFleiss1993bin <- Fleiss1993bin
## ----eval = FALSE-------------------------------------------------------------
# dataFleiss1993bin$n <- dataFleiss1993bin$n.asp + dataFleiss1993bin$n.plac
# dataFleiss1993bin$se <- sqrt((1 / dataFleiss1993bin$d.asp) - (1 / dataFleiss1993bin$n.asp) + (1 / dataFleiss1993bin$d.plac) - (1 / dataFleiss1993bin$n.plac))
## ----eval = FALSE-------------------------------------------------------------
# TestDiscordance(n = n,
# se = se,
# study = study,
# data = dataFleiss1993bin)
## ----result-discordance, eval = TRUE, echo = FALSE, warning = FALSE, message = FALSE----
data("Fleiss1993bin")
dataFleiss1993bin <- Fleiss1993bin
dataFleiss1993bin$n <- dataFleiss1993bin$n.asp + dataFleiss1993bin$n.plac
dataFleiss1993bin$se <- sqrt((1 / dataFleiss1993bin$d.asp) - (1 / dataFleiss1993bin$n.asp) + (1 / dataFleiss1993bin$d.plac) - (1 / dataFleiss1993bin$n.plac))
TestDiscordance(n = n,
se = se,
study = study,
data = dataFleiss1993bin)
## ----eval = FALSE-------------------------------------------------------------
# TestDiscordance(n = n,
# se = se,
# study = study,
# data = dataFleiss1993bin,
# plot = TRUE)
## ----plot-discordance, fig.cap = "An example for discordance plot", eval = TRUE, echo = FALSE, warning = FALSE, message = FALSE, results = "hide", fig.height = 6, fig.width = 12, fig.align = "center", out.width = "100%"----
data("Fleiss1993bin")
dataFleiss1993bin <- Fleiss1993bin
dataFleiss1993bin$n <- dataFleiss1993bin$n.asp + dataFleiss1993bin$n.plac
dataFleiss1993bin$se <- sqrt((1 / dataFleiss1993bin$d.asp) - (1 / dataFleiss1993bin$n.asp) + (1 / dataFleiss1993bin$d.plac) - (1 / dataFleiss1993bin$n.plac))
TestDiscordance(n = n,
se = se,
study = study,
data = dataFleiss1993bin,
plot = TRUE)
## ----eval = FALSE-------------------------------------------------------------
# library(meta)
# data("Fleiss1993bin")
# dataFleiss1993bin <- Fleiss1993bin
## ----eval = FALSE-------------------------------------------------------------
# DoSA(Fleiss1993bin,
# source = study,
# time = year,
# r1 = d.asp,
# n1 = n.asp,
# r2 = d.plac,
# n2 = n.plac,
# measure = "RR",
# PES = 0.1,
# RRR = 0.2,
# group = c("Aspirin", "Placebo"))
## ----result-DoSA, eval = TRUE, echo = FALSE, warning = FALSE, message = FALSE----
data("Fleiss1993bin")
dataFleiss1993bin <- Fleiss1993bin
DoSA(Fleiss1993bin,
source = study,
time = year,
r1 = d.asp,
n1 = n.asp,
r2 = d.plac,
n2 = n.plac,
measure = "RR",
PES = 0.1,
RRR = 0.2,
group = c("Aspirin", "Placebo"))
## ----eval = FALSE-------------------------------------------------------------
# DoSA(Fleiss1993bin,
# source = study,
# time = year,
# r1 = d.asp,
# n1 = n.asp,
# r2 = d.plac,
# n2 = n.plac,
# measure = "RR",
# PES = 0.1,
# RRR = 0.2,
# group = c("Aspirin", "Placebo"),
# plot = TRUE)
## ----plot-sequential, fig.cap = "An example for sequential analysis", eval = TRUE, echo = FALSE, warning = FALSE, message = FALSE, results = "hide", fig.height = 6, fig.width = 8, fig.align = "center", out.width = "100%"----
data("Fleiss1993bin")
dataFleiss1993bin <- Fleiss1993bin
DoSA(Fleiss1993bin,
source = study,
time = year,
r1 = d.asp,
n1 = n.asp,
r2 = d.plac,
n2 = n.plac,
measure = "RR",
PES = 0.1,
RRR = 0.2,
group = c("Aspirin", "Placebo"),
plot = TRUE)
## ----eval = FALSE-------------------------------------------------------------
# DoOSA(Fleiss1993bin,
# source = study,
# time = year,
# r1 = d.asp,
# n1 = n.asp,
# r2 = d.plac,
# n2 = n.plac,
# measure = "RR",
# group = c("Aspirin", "Placebo"))
## ----result-OSA, eval = TRUE, echo = FALSE, warning = FALSE, message = FALSE----
data("Fleiss1993bin")
dataFleiss1993bin <- Fleiss1993bin
DoOSA(Fleiss1993bin,
source = study,
time = year,
r1 = d.asp,
n1 = n.asp,
r2 = d.plac,
n2 = n.plac,
measure = "RR",
group = c("Aspirin", "Placebo"))
## ----eval = FALSE-------------------------------------------------------------
# DoOSA(Fleiss1993bin,
# source = study,
# time = year,
# r1 = d.asp,
# n1 = n.asp,
# r2 = d.plac,
# n2 = n.plac,
# measure = "RR",
# group = c("Aspirin", "Placebo"),
# plot = TRUE)
## ----plot-OSA, fig.cap = "An example for illustrating observed sequential analysis", eval = TRUE, echo = FALSE, warning = FALSE, message = FALSE, results = "hide", fig.height = 6, fig.width = 8, fig.align = "center", out.width = "100%"----
data("Fleiss1993bin")
dataFleiss1993bin <- Fleiss1993bin
DoOSA(Fleiss1993bin,
source = study,
time = year,
r1 = d.asp,
n1 = n.asp,
r2 = d.plac,
n2 = n.plac,
measure = "RR",
group = c("Aspirin", "Placebo"),
plot = TRUE)
## ----eval = FALSE-------------------------------------------------------------
# output <- DoOSA(Fleiss1993bin,
# source = study,
# time = year,
# r1 = d.asp,
# n1 = n.asp,
# r2 = d.plac,
# n2 = n.plac,
# measure = "RR",
# group = c("Aspirin", "Placebo"),
# SAP = TRUE)
## ----eval = FALSE-------------------------------------------------------------
# PlotOSA(output,
# lgcZone = TRUE)
## ----plot-OSA-zone, fig.cap = "An example for illustrating colorful zones on observed sequential analysis", eval = TRUE, echo = FALSE, warning = FALSE, message = FALSE, results = "hide", fig.height = 8, fig.width = 8, fig.align = "center", out.width = "100%"----
data("Fleiss1993bin")
dataFleiss1993bin <- Fleiss1993bin
output <- DoOSA(Fleiss1993bin,
source = study,
time = year,
r1 = d.asp,
n1 = n.asp,
r2 = d.plac,
n2 = n.plac,
measure = "RR",
group = c("Aspirin", "Placebo"),
plot = FALSE,
SAP = TRUE)
PlotOSA(output,
lgcZone = TRUE)
## ----eval = FALSE-------------------------------------------------------------
# output <- DoOSA(Fleiss1993bin,
# source = study,
# time = year,
# r1 = d.asp,
# n1 = n.asp,
# r2 = d.plac,
# n2 = n.plac,
# measure = "RR",
# group = c("Aspirin", "Placebo"),
# SAP = TRUE)
## ----eval = FALSE-------------------------------------------------------------
# PlotPower(output)
## ----plot-power, fig.cap = "An example for illustrating plot curve of observed sequential analysis", eval = TRUE, echo = FALSE, warning = FALSE, message = FALSE, results = "hide", fig.height = 6, fig.width = 8, fig.align = "center", out.width = "100%"----
data("Fleiss1993bin")
dataFleiss1993bin <- Fleiss1993bin
output <- DoOSA(Fleiss1993bin,
source = study,
time = year,
r1 = d.asp,
n1 = n.asp,
r2 = d.plac,
n2 = n.plac,
measure = "RR",
group = c("Aspirin", "Placebo"),
plot = FALSE,
SAP = TRUE)
PlotPower(output)
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