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Description
Related to #255 but different
Recent tibble versions have num() for controlling the display of the numbers. For example, given fit from CmdStanR by default
fit_bin2$summary()
# A tibble: 4 × 10
variable mean median sd mad q5 q95 rhat ess_b…¹
<chr> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl> <dbl>
1 lp__ -253. -253. 1.00 0.737 -255. -2.53e+2 1.00 1751.
2 theta1 0.0592 0.0587 0.00927 0.00931 0.0448 7.49e-2 0.999 3189.
3 theta2 0.0336 0.0331 0.00690 0.00675 0.0232 4.57e-2 1.00 3229.
4 oddsratio 0.569 0.546 0.158 0.147 0.347 8.66e-1 1.00 2998.
# … with 1 more variable: ess_tail <dbl>, and abbreviated variable name
# ¹ess_bulk
# ℹ Use `colnames()` to see all variable names
but we can instead to choose to show 2 significant digits and no scientific notation
fit$summary() %>% mutate(across(-variable, num, sigfig=2, notation="dec"))
# A tibble: 4 × 10
variable mean median sd mad q5 q95 rhat ess_bulk
<chr> <dec:2> <dec:2> <dec:2> <dec:2> <dec:2> <dec:2> <dec:2> <dec:2>
1 lp__ -253. -253. 1.0 0.74 -255. -253. 1.0 1751.
2 theta1 0.059 0.059 0.0093 0.0093 0.045 0.075 1.0 3189.
3 theta2 0.034 0.033 0.0069 0.0067 0.023 0.046 1.0 3229.
4 oddsratio 0.57 0.55 0.16 0.15 0.35 0.87 1.0 2998.
# … with 1 more variable: ess_tail <dec:2>
# ℹ Use `colnames()` to see all variable names
It would be possible to use more refined different formats for different columns, or give user cobtrol, e.g.
fit$summary(sigfig=2)
See more in https://tibble.tidyverse.org/articles/numbers.html and https://tibble.tidyverse.org/reference/num.html