3 ms·
> good experiments change a single variable at a time Although this is a tangent from the above conversation, this isn't actually true: well-designed experimen
by tylermw 6y ago
> good experiments change a single variable at a time
Although this is a tangent from the above conversation, this isn't actually true: well-designed experiments can indeed change multiple variables at the same time. There's an entire field of statistics dedicated to experimental design (google "factorial designs" for more information). One-factor-at-a-time (OFAT) experiments are often the least efficient method of running experiments, although they are conceptually simple.
See the following article for a discussion:
http://www.engr.mun.ca/~llye/czitrom.pdf http://www.engr.mun.ca/~llye/czitrom.pdf