Plot histogram and lognormal fit on the same time
Hello,
A solution based on Marc's first one, maybe easier? (It doesn't rely on
multiplying the dlnorm values by 400 since it plots the histogram with
freq = FALSE.)
set.seed(2020)
data <- rlnorm(100, meanlog = 1, sdlog = 1)
library(MASS)
f <- fitdistr(data, "lognormal")
f$estimate
p <- pretty(range(data))
x <- seq(from = min(p), to = max(p), by = 0.1)
hist(data, freq = FALSE)
lines(x, y = dlnorm(x,
meanlog = f$estimate["meanlog"],
sdlog = f$estimate["sdlog"])
)
Hope this helps,
Rui Barradas
?s 13:12 de 21/01/21, Marc Girondot via R-help escreveu:
Two solutions not exactly equivalent ; data <- rlnorm(100, meanlog = 1, sdlog = 1) histdata <- hist(data, ylim=c(0, 100)) library(MASS) f <- fitdistr(data, "lognormal") f$estimate lines(x=seq(from=0, to=50, by=0.1), ? y=dlnorm(x=seq(from=0, to=50, by=0.1), meanlog = f$estimate["meanlog"], sdlog = f$estimate["sdlog"])*400 ) library(HelpersMG) m <- modeled.hist(breaks=histdata$breaks, FUN=plnorm, ????????????????????????????? meanlog = f$estimate["meanlog"], sdlog = f$estimate["sdlog"], sum = 100) points(m$x, m$y, pch=19, col="red") Marc Girondot Le 21/01/2021 ? 12:54, Eric Leroy a ?crit?:
Hi, I would like to plot the histogram of data and fit it with a lognormal distribution. The ideal, would be to superimpose the fit on the histogram and write the results of the fit on the figure. Right now, I was able to plot the histogram and fit the density with a lognormal, but I can't combine all together. Here is the code I wrote : histdata <- hist(dataframe$data) library(MASS) fitdistr(histdata$density, "lognormal") Can you help me ? Best regards,
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