> If SSRIs are no more effective than placebo, then:
> * Why do some SSRIs work for some people while others don't?
The placebo effect. Surely you don't think everyone has the same placebo effect? Also, you're not describing the same study with the same participants and different drugs, you're describing different studies, different subjects, and different drugs -- all of which can change the outcome.
> * Why does increasing the dose of a specific SSRI have an increased effect?
The placebo effect. If people believe that a placebo is working, then more placebo produces more illusion.
Also, your use of the term "increased effect" is misleading. The largest doses show an effect, smaller doses show no effect. One theory about that is that the large-dose drug's side effects alert the subjects that they're not in the control group. A proposal has been made to create "active" placebos, placebos that mimic the side effects of the drug under test but not the property under test. This idea hasn't been tried yet.
> Is it not possible that the real reason that SSRIs might be no more effective than placebo in clinical trials is that we don't quite understand the reasons that they work yet?
You're overlooking the fact that placebos produce the same effects as the drugs under test. Our understanding or not understanding isn't an issue, because they've been demonstrated to be indistinguishable from a sugar pill.
And our not having a mechanism is definitely a criticism of this kind of treatment -- it would be like administering a mystery drug that proves essential to health, then deciding to increase the dosage, without understanding that the mystery drug is fatal in large doses (like vitamin A).