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by xtacy
4503 days ago
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Maybe, but there is another, perhaps simpler hypothesis: Both the transistor count and life expectancy increase with time. One way to verify one or the other is to look at a linear hypothesis: States: LifeExp, Transistors, Time
Structural Equation Model [1]:
Model 1: LifeExp ~ Time + Transistors + noise_exp_1
Transistors ~ Time + noise_trans_1
(The 2nd equation means that:
Transistors(t) = a * t + noise, and you try to estimate "a" from the data.)vs
Model 2: LifeExp ~ Time + noise_exp_2
Transistors ~ Time + noise_trans_2
If model 2 has more predictive power of LifeExp than model 2 (i.e., noise_exp_1 is lower than noise_exp_2), then according to _this_ model, Transistors causally affects LifeExp. However, this model is way too simplistic and doesn't incorporate other causal paths, such as the one you describe (Transistors -> Computing -> DiagnosticRate -> ...)[1] http://en.wikipedia.org/wiki/Structural_equation_modeling |
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