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- # This script generates a JSON file with various values of Student's t-distribution.
- # The results will be compared with the one's obtained with the JavaScript implementation.
- dfs <- c(1, 2, 2.5, 5, 10, 10.1, 50, 50.1)
- ts <- c(-10, -5, -2, -1, -0.5, 0, 0.5, 1, 2, 5, 10)
- ps <- c(0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9)
- pdfstr <- ' "pdf": [\n'
- for (df in dfs) {
- for (t in ts) {
- pdfstr <- paste0(pdfstr, sprintf(' [%.2e, %.2e, %.16e],\n', t, df, dt(t, df)))
- }
- }
- pdfstr <- paste0(substring(pdfstr, 1, nchar(pdfstr) - 2), ' \n]')
- cdfstr <- ' "cdf": [\n'
- for (df in dfs) {
- for (t in ts) {
- cdfstr <- paste0(cdfstr, sprintf(' [%.2e, %.2e, %.16e],\n', t, df, pt(t, df)))
- }
- }
- cdfstr <- paste0(substring(cdfstr, 1, nchar(cdfstr) - 2), ' \n]')
- ppfstr <- ' "ppf": [\n'
- for (df in dfs) {
- for (p in ps) {
- ppfstr <- paste0(ppfstr, sprintf(' [%.2e, %.2e, %.16e],\n', p, df, qt(p, df)))
- }
- }
- ppfstr <- paste0(substring(ppfstr, 1, nchar(ppfstr) - 2), ' \n]')
- write(paste0('{\n', pdfstr, ',\n', cdfstr, ',\n', ppfstr, '\n}\n'), file='assets/studentt.json')
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