Hi Bill,
I had always wondered how to do a science fair project. Donât know how I missed that in my education. Thanks for helping me get to that level.
More seriously, youâre missing an extremely important class of scientific inquiry, which is inference to causation outside of laboratory conditions.
Even in science fair projects, the experimenter is inferring to causation. Itâs impossible to do science without inferring to causation.
What makes much of biology, geology, and astronomy so interesting is that you canât go into a lab and cause specific changes and report the results. Instead, you make certain observations, infer causation, and then make predictions about further observations you expect. Sixty years ago, the dominant frequentist school of statistical modeling argued that you couldnât even use seismographs to determine the epicenter and depth of an earthquake. Where were the controls? Where were the valid known valid observations that you could use to test your predictions? How could you know what assumptions would allow you to understand what had really happened? It sounded a lot like a debate between ID proponents and evolutionary creationists.
Fortunately, the Bayesian school did not give up. They made reasonable Bayesian inferences to causation, then used those inferences to make further predictions. As the geologistsâ models improved, the accuracy of their predictions (about the statistical profile of future seismographic observations) improved. The inferences became more accurate, which made future predictions more accurate.
It is still possible for an earthquake skeptic to say: âHow do you know that the earthquake happened at X location at Y depth without assuming that your model is true?â Again, a lot like an ID argument.
But the geologists have pretty much settled the questions, and the earthquake model is consistent with observations about plate tectonics, crustal composition, and so forth. You canât use the model(s) to predict when the next big one will strike San Francisco, but you can make accurate, probabilistic predictions about the distribution of quakes and their magnitudes over long periods of time and large geographical areas. The science is uncontroversial.
The science around evolution is similarly uncontroversial among the community of biologists. The theory of evolution dovetails nicely with the genetics, speciation, and lab experiments with bacteria that we observe, in the same way that earthquake models dovetail nicely with plate tectonics.
The same thing happens in astronomy, which like evolutionary biology is an entirely observational scientific discipline.
Hope you find this perspective helpful.
Blessings,
Chris Falter