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I had earlier opened this issue in GLM, but I was referred here (See JuliaStats/GLM.jl#543). I noticed that the outputs of GLM might be a bit confusing, mainly due to the fact that the number of digits after the decimal is not fixed. Consider the below case:
Coefficients:
────────────────────────────────────────────────────────────────────────────────────
Coef. Std. Error z Pr(>|z|) Lower 95% Upper 95%
────────────────────────────────────────────────────────────────────────────────────
age 265.742 13.6073 19.53 <1e-84 239.072 292.412
sex: female -12421.8 1153.82 -10.77 <1e-26 -14683.3 -10160.4
sex: male -12754.0 1167.79 -10.92 <1e-27 -15042.8 -10465.1
bmi 346.191 32.9237 10.51 <1e-25 281.662 410.72
children 566.056 156.284 3.62 0.0003 259.746 872.367
smoker: yes 24129.1 472.532 51.06 <1e-99 23203.0 25055.2
region: northwest -494.076 549.712 -0.90 0.3688 -1571.49 583.34
region: southeast -1217.09 557.101 -2.18 0.0289 -2308.99 -125.191
region: southwest -1111.09 548.291 -2.03 0.0427 -2185.72 -36.4612
────────────────────────────────────────────────────────────────────────────────────
I was suggesting, how about fixing the number of digits after the decimal to a certain value, maybe based on the max number of digits in the output. The others could be filled out with 0's. Something like:
Coefficients:
────────────────────────────────────────────────────────────────────────────────────
Coef. Std. Error z Pr(>|z|) Lower 95% Upper 95%
────────────────────────────────────────────────────────────────────────────────────
age 265.742 13.6073 19.53 <1e-84 239.072 292.4120
sex: female -12421.800 1153.8200 -10.77 <1e-26 -14683.300 -10160.4000
sex: male -12754.000 1167.7900 -10.92 <1e-27 -15042.800 -10465.1000
bmi 346.191 32.9237 10.51 <1e-25 281.662 410.7200
children 566.056 156.2840 3.62 0.0003 259.746 872.3670
smoker: yes 24129.100 472.5320 51.06 <1e-99 23203.000 25055.2000
region: northwest -494.076 549.7120 -0.90 0.3688 -1571.490 583.3400
region: southeast -1217.090 557.1010 -2.18 0.0289 -2308.990 -125.1910
region: southwest -1111.090 548.2910 -2.03 0.0427 -2185.720 -36.4612
────────────────────────────────────────────────────────────────────────────────────
According to me, this looks a bit more ordered than the previous one.
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