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For quantities added, stated absolute error bounds add in a worst-case bound when every combination within the bounds is allowed. This is not a confidence interval or a standard deviation. Statistical uncertainty combination would need different assumptions.
Worked example
If a is within +/-2 units and b within +/-3, a + b is within +/-5 in the worst case. The result does not state a 95% probability.