Questions tagged [empirical-distribution]

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R - random drawings from a custom probability distribution derived from a dataset

I have an R data frame my_measurements (which is a subsample of a much larger 10k+-row data frame) that looks like this: > glimpse(my_measurements) Observations: 300 Variables: 2 $ measurement_id 2, 27, 36, 39, 41, 44, 118, 121, 125, 127, 132,…
hpy
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R: Difference in expected values of empirical distributions - functional forms unknown

Given a generated two empirical distributions I am trying to find the expected value of each distribution and then take the difference between these two expected values. Most questions that I have found include either knowing the functional form or…
EDennnis
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MASS packages' "fitdistr": Error when dealing with manipulated random data

Background: Below I have generated some random beta data using R and manipulate the shape of the data a bit to arrive at what I call "Final" in my code. And I histogram "Final" in my code. Question: I'm wondering why when trying to fit a "beta"…
rnorouzian
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Determine jumps in empirical distribution

Assuming we have a randomly sampled distribution, we can calculate and plot the associated ecdf as follows: set.seed(1) t1 <- rnorm(10000,mean=20) t1 <- sort(t1) t1[1:1000] <- t1[1:1000]*(-100) t1[1001:7499] <- t1[1001:7499]*50 t1[7500:10000] <-…
user3032689
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Distribution empirical in R

I have a vector of observations and would like to obtain an empirical p value of each obervation with R. I don't know the underlying distribution, and what I currently do is just runif(100,0,1000)->ay quantile(ay) However, that does not really…
Wertw
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