进一步更新
没有输入,因为程序会创建数据.
下面的代码适用于前两位患者,但我想把它放在一个循环中; 最终将有200名患者.抱歉长度.
s <- 42 #SHOULD BE 42
p <- 30 #SHOULD BE 400
p1 <- 8 #Should be 8
m <- 2 #shou;ld be higher
w <- 2
#CAPITAL LETTERS are counting versions of the lowercase
numses <- 12
mult <- 1
maxses <- round(mult*numses,0)
drop = .3; titrate = .2; complete = .3; noise = .5; other = .1
dropskip = .3; titrateskip = .2; completeskip = .3; noiseskip = .5; otherskip = .1;
dropnew = .3; titratenew = .2; completenew = .9; noisenew = .5; othernew = .1;
name = "Basic";
pdrop = .1; ptitrate = .2; pcomplete =.7; pnoise = .9; pother = 1;
# THESE HAVE TO BE ASCENDING.
w = 10
######################################################################################################################
patients <- matrix(nrow = p, ncol = s, "NA") #all patients attendance
invited <- matrix(nrow = p, ncol = s, 0) #number of sessions A or S
missinrow <- matrix(nrow = p, ncol = s, 0) #number of sessions missed in a row
insess <- vector("numeric", s) #number of people in a session
set.seed(83877201)
addlist <- rpois(s, w)
# Set up waitlist
waitlist <- vector("numeric", s)
waitlist[1] <- addlist[1]
for(i in 2:s)
{
waitlist[i] <- waitlist[i-1] + addlist[i]
}
for (i in 1:p)
{
for (j in 1:s)
{
if (i < waitlist[j]) patients[i,j] <- "W"
}
}
#Assign all patients to classes
classlist <- cut(runif(p), c(0, pdrop, ptitrate, pnoise, pcomplete, 1), labels = c("D", "T", "C", "N", "O"))
#First patient
#first session
{
invited[1,1] <- 1
insess[1] <- 1
if (classlist[1] == "D")
{
if (runif(1) < dropnew) {patients[1, 1] <- 'A'} else
{
patients[1, 1] <- 'S'
missinrow[1, 1] <- 1
}
}
if (classlist[1] == "T")
{
if (runif(1) < titratenew) {patients[1, 1] <- 'A'} else
{
patients[1, 1] <- 'S'
missinrow[1, 1] <- 1
}
}
if (classlist[1] == "C")
{
if (runif(1) < completenew) {patients[1, 1] <- 'A'} else
{
patients[1, 1] <- 'S'
missinrow[1, 1] <- 1
}
}
if (classlist[1] == "N")
{
if (runif(1) < noisenew) {patients[1, 1] <- 'A'} else
{
patients[1, 1] <- 'S'
missinrow[1, 1] <- 1
}
}
if (classlist[1] == "O")
{
if (runif(1) < othernew) {patients[1, 1] <- 'A'} else
{
patients[1, 1] <- 'S'
missinrow[1, 1] <- 1
}
}
}
#Later sessions
for (j in 2 : s)
{
if (patients[1,(j-1)] == 'A'|patients[1,(j-1)] == 'S')
{
invited[1,j] <- invited[1,(j-1)] + 1
} else
{
invited[1,j] <- invited[1,(j-1)]
}
if (invited[1,j] <= maxses & missinrow[1,j] < m)
{
# Skip or attend
# If attended previous session
if (patients[1, (j-1)] == 'A')
{
if (classlist[1] == "D")
{if (runif(1) < drop) {patients[1, j] <- 'A'} else
{
patients[1, j] <- 'S'
missinrow[1, j] <- 1
}
}
if (classlist[1] == "T")
{if (runif(1) < titrate) {patients[1, j] <- 'A'} else
{
patients[1, j] <- 'S'
missinrow[1, j] <- 1
}
}
if (classlist[1] == "C")
{if (runif(1) < complete) {patients[1, j] <- 'A'} else
{
patients[1, j] <- 'S'
missinrow[1, j] <- 1
}
}
if (classlist[1] == "N")
{
if (runif(1) < noise) {patients[1, j] <- 'A'} else
{
patients[1, j] <- 'S'
missinrow[1, j] <- 1
}
}
if (classlist[1] == "O")
{
if (runif(1) < other) {patients[1, j] <- 'A'} else
{
patients[1, j] <- 'S'
missinrow[1, j] <- 1
}
}
} else
# If skipped previous session
if (patients[1, (j-1)] == 'S')
{
if (classlist[1] == "D")
{
if (runif(1) < drop) {patients[1, j] <- 'A'} else
{
patients[1, j] <- 'S'
missinrow[1, j] <- missinrow[1, (j-1)] + 1
}
}
if (classlist[1] == "T")
{
if (runif(1) < titrate) {patients[1, j] <- 'A'} else
{
patients[1, j] <- 'S'
missinrow[1, j] <- missinrow[1, (j-1)] + 1
}
}
if (classlist[1] == "C")
{if (runif(1) < complete) {patients[1, j] <- 'A'} else
{
patients[1, j] <- 'S'
missinrow[1, j] <- missinrow[1, (j-1)] + 1
}
}
if (classlist[1] == "N")
{if (runif(1) < noise) {patients[1, j] <- 'A'} else
{
patients[1, j] <- 'S'
missinrow[1, j] <- missinrow[1, (j-1)] + 1
}
}
if (classlist[1] == "O")
{
if (runif(1) < other) {patients[1, j] <- 'A'} else
{
patients[1, j] <- 'S'
missinrow[1, j] <- missinrow[1, (j-1)] + 1
}
}
}
} else {patients[1,j] <- 'D'}
# check for number of attended or missed sessions
if (patients[1,(j-1)] == 'A' | patients[1,(j-1)] == 'S')
{
insess[j] <- 1
} else
{
insess[j] <- 0
}
}
#Second patients
#Patient is waiting and there is space
#First session
if (insess[1] < maxses & waitlist[1] > 0) #THIS MAY NEED TO BE A WHILE LOOP, FOR MULTIPLE PATIENTS
{
invited[2,1] <- 1
insess[1] <- insess[1] + 1
if (classlist[2] == "D")
{
if (runif(1) < dropnew) {patients[1, 1] <- 'A'} else
{
patients[2, 1] <- 'S'
missinrow[2, 1] <- 1
}
}
if (classlist[2] == "T")
{
if (runif(1) < titratenew) {patients[2, 1] <- 'A'} else
{
patients[2, 1] <- 'S'
missinrow[2, 1] <- 1
}
}
if (classlist[2] == "C")
{
if (runif(1) < completenew) {patients[2, 1] <- 'A'} else
{
patients[2, 1] <- 'S'
missinrow[2, 1] <- 1
}
}
if (classlist[2] == "N")
{
if (runif(1) < noisenew) {patients[2, 1] <- 'A'} else
{
patients[2, 1] <- 'S'
missinrow[2, 1] <- 1
}
}
if (classlist[2] == "O")
{
if (runif(1) < othernew) {patients[2, 1] <- 'A'} else
{
patients[2, 1] <- 'S'
missinrow[2, 1] <- 1
}
}
}
#Later sessions
#Patient invited previous session
for (j in 2 : s)
{
if (patients[2,(j-1)] == 'A'|patients[2,(j-1)] == 'S')
{
invited[2,j] <- invited[2,(j-1)] + 1
} else
{
invited[2,j] <- invited[2,(j-1)]
}
if (invited[2,j] <= maxses & missinrow[2,j] < m)
{
# Skip or attend
# If attended previous session
if (patients[2, (j-1)] == 'A')
{
if (classlist[2] == "D")
{if (runif(1) < drop) {patients[2, j] <- 'A'} else
{
patients[2, j] <- 'S'
missinrow[2, j] <- 1
}
}
if (classlist[2] == "T")
{if (runif(1) < titrate) {patients[2, j] <- 'A'} else
{
patients[2, j] <- 'S'
missinrow[2, j] <- 1
}
}
if (classlist[2] == "C")
{if (runif(1) < complete) {patients[2, j] <- 'A'} else
{
patients[2, j] <- 'S'
missinrow[2, j] <- 1
}
}
if (classlist[2] == "N")
{
if (runif(1) < noise) {patients[2, j] <- 'A'} else
{
patients[2, j] <- 'S'
missinrow[2, j] <- 1
}
}
if (classlist[2] == "O")
{
if (runif(1) < other) {patients[2, j] <- 'A'} else
{
patients[2, j] <- 'S'
missinrow[2, j] <- 1
}
}
} else
# If skipped previous session
if (patients[2, (j-1)] == 'S')
{
if (classlist[2] == "D")
{
if (runif(1) < drop) {patients[2, j] <- 'A'} else
{
patients[2, j] <- 'S'
missinrow[2, j] <- missinrow[2, (j-1)] + 1
}
}
if (classlist[2] == "T")
{
if (runif(1) < titrate) {patients[2, j] <- 'A'} else
{
patients[2, j] <- 'S'
missinrow[2, j] <- missinrow[2, (j-1)] + 1
}
}
if (classlist[2] == "C")
{if (runif(1) < complete) {patients[2, j] <- 'A'} else
{
patients[2, j] <- 'S'
missinrow[2, j] <- missinrow[2, (j-1)] + 1
}
}
if (classlist[2] == "N")
{if (runif(1) < noise) {patients[2, j] <- 'A'} else
{
patients[2, j] <- 'S'
missinrow[2, j] <- missinrow[2, (j-1)] + 1
}
}
if (classlist[2] == "O")
{
if (runif(1) < other) {patients[2, j] <- 'A'} else
{
patients[2, j] <- 'S'
missinrow[2, j] <- missinrow[2, (j-1)] + 1
}
}
}
} else {patients[2,j] <- 'D'}
# check for number of attended or missed sessions
if (patients[2,(j-1)] == 'A' | patients[2,(j-1)] == 'S')
{
insess[j] <- insess[j] + 1
} else
{
insess[j] <- insess[j]
}
}
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更新了附加信息感谢Joshua,到目前为止您的帮助.
约书亚要求提供更多信息,以便能够进一步提供帮助.
总体问题是创建参加不同疗程的患者数据集.他们是否参加取决于许多参数,包括他们是否参加了上一次会议(即所在的会议patients
),他们所在的患者的"阶级"(在哪个classlist
阶段),他们已经参加或跳过了多少次会议(invited
)他们错过了多少次会话(missinrow
); 所有这些都会有所不同.如果前一个会话小于满,则其他患者将被分配到新会话(假设有人在等待(waitlist
).
当我一次这样做一个病人时,它运作良好.但当我试图循环所有患者时,我遇到了
你好
这是一个更大的计划的一部分.我无法弄清楚为什么它不起作用,因为我认为它会.代码是
for(i in 2:p)
{
while (insess[1] < maxses & waitlist[1] > 0)
{
invited[i,1] <- 1
waitlist[1] <- waitlist[1] - 1
insess[1] <- insess[1] + 1
if (classlist[i] == "D")
{
if (runif(1) < dropnew) {patients[i, 1] <- 'A'} else
{
patients[i, 1] <- 'S'
missinrow[i, 1] <- 1
}
}
if (classlist[i] == "T")
{
if (runif(1) < titratenew) {patients[i, 1] <- 'A'} else
{
patients[i, 1] <- 'S'
missinrow[i, 1] <- 1
}
}
if (classlist[i] == "C")
{
if (runif(1) < completenew) {patients[i, 1] <- 'A'} else
{
patients[i, 1] <- 'S'
missinrow[i, 1] <- 1
}
}
if (classlist[i] == "N")
{
if (runif(1) < noisenew) {patients[i, 1] <- 'A'} else
{
patients[i, 1] <- 'S'
missinrow[i, 1] <- 1
}
}
if (classlist[i] == "O")
{
if (runif(1) < othernew) {patients[i, 1] <- 'A'} else
{
patients[i, 1] <- 'S'
missinrow[i, 1] <- 1
}
}
}
}
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当我运行它时,我转到30(这是正确的),insess [1]转到10(也正确),waitlist [1]转到0(也正确)但是患者矩阵仅在i = 2时更新.我还检查了类列表是否具有适当的值.
我没看到它离开循环的地方.我想我正在使用不正确,但不知道如何.
谢谢!
你不进行重置insess[1]
,并waitlist[1]
在for循环的每个迭代.何时i = 3
,insess[1] = 10
和waitlist[1] = 0
,所以在while循环中没有执行任何内容.
作为额外的奖励,这里是使用该switch
功能的更简洁的代码版本.
for(i in 2:p)
{
insess[1] <- INITME
waitlist[1] <- INITMETOO
while (insess[1] < maxses & waitlist[1] > 0)
{
invited[i,1] <- 1
waitlist[1] <- waitlist[1] - 1
insess[1] <- insess[1] + 1
newswitch <-
switch(classlist[i],
D = dropnew,
T = titratenew,
C = completenew,
N = noisenew,
O = othernew)
if (runif(1) < newswitch) {
patients[i, 1] <- 'A'
} else {
patients[i, 1] <- 'S'
missinrow[i, 1] <- 1
}
}
}
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