-
-
Save dweidele/10561e02e5b189161a5c to your computer and use it in GitHub Desktop.
Brainerd-Robinson Coefficient of Similarity in R
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
# function to load the observations | |
load = function() { | |
p <- read.csv("observations.csv") | |
rownames(p) <- p[,1] | |
p <- p[,c(2:6)] | |
return(p) | |
} | |
# function to compute the normalized Brainerd-Robinson similarity for observations x | |
BR <- function(x) | |
{ | |
rd <- dim(x)[1] | |
results <- matrix(0,rd,rd) | |
for (s1 in 1:rd) { | |
for (s2 in 1:rd) { | |
results[s1,s2] <- 1 - (sum(abs(x[s1, ] / sum(x[s1,]) - x[s2, ] / sum(x[s2,]))))/2 | |
} | |
} | |
rownames(results) <- rownames(x) | |
colnames(results) <- rownames(x) | |
return(results) | |
} | |
# load observations, compute Brainerd-Robinson similarity and write results to file | |
write.csv(BR(load()), "br.csv") |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
X | x_1 | x_2 | x_3 | x_4 | x_5 | |
---|---|---|---|---|---|---|
A | 234 | 123 | 465 | 384 | 103 | |
B | 543 | 100 | 456 | 394 | 239 | |
C | 492 | 203 | 784 | 134 | 193 | |
D | 293 | 674 | 199 | 948 | 942 | |
E | 112 | 342 | 543 | 384 | 384 | |
F | 294 | 234 | 000 | 113 | 841 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
@article{robinson1951method, | |
title={A method for chronologically ordering archaeological deposits}, | |
author={Robinson, William S}, | |
journal={American antiquity}, | |
volume={16}, | |
number={4}, | |
pages={293--301}, | |
year={1951}, | |
publisher={JSTOR} | |
} | |
@article{brainerd1951place, | |
title={The place of chronological ordering in archaeological analysis}, | |
author={Brainerd, George W}, | |
journal={American antiquity}, | |
volume={16}, | |
number={4}, | |
pages={301--313}, | |
year={1951}, | |
publisher={JSTOR} | |
} | |
@misc{weidele2015brsim, | |
author={Daniel Weidele}, | |
title={{Normalized Brainerd-Robinson Similarity in R}}, | |
year={2015}, | |
howpublished={\url{https://gist.github.com/dweidele/10561e02e5b189161a5c}}, | |
note={[{Online at GitHub Gist}; accessed dd.MM.yyyy]} | |
} |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment