2021年4月30日星期五

How to calculate overall-mean for subsets in R

Assume I have longitudinal data (e.g. 21 countries' gdp over 5 years) with 2 variables of the same scale. data is sorted as follows

Country-year x1 x2
USA-1 50 2
USA-2 47 1.5
USA-5 52 1.9
UK-1 63 2
UK-5 41 3
n = 21  m = 5  N = n * m  set.seed(123)  x <- MASS::mvrnorm(N, rep(0,2), diag(2))  

I want to do two things:

  • First, calculate the mean country-wise
  • Second, calculate the mean year-wise

For the first task, I have the following code

x_barbar <- NULL  k = 1  for(i in 1:n){   x_barbar[i] <- mean(x[k:(k + (m - 1)), ])   k = k + m  }  

How can I optimize my code for the first task and figure out a code to do the second task.

Your help is appreciated.

https://stackoverflow.com/questions/67341418/how-to-calculate-overall-mean-for-subsets-in-r May 01, 2021 at 07:09AM

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