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content/blog/2021-01-15-causal-effect-mobility.Rmd

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@@ -159,7 +159,7 @@ age, increasing $A$ would *decrease* $Y$. In this case, age is a
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confounder and the $g$-formula would correctly recover the negative
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relationship. For causal inference, this is the correct conclusion.
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![](/blog/images/causal-simple-confounder.svg)
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Things get trickier
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when there are time varying variables.
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that these results are preliminary.)
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## What's Next?
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content/blog/2021-01-15-causal-effect-mobility.html

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age, increasing <span class="math inline">\(A\)</span> would <em>decrease</em> <span class="math inline">\(Y\)</span>. In this case, age is a
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confounder and the <span class="math inline">\(g\)</span>-formula would correctly recover the negative
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relationship. For causal inference, this is the correct conclusion.</p>
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<p><img src="/blog/images/causal-simple-confounder.svg" /></p>
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<p><img src="/blog/2021-01-15-causal-effect-mobility_files/causal-simple-confounder.svg" /></p>
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<p>Things get trickier
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when there are time varying variables.
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Consider weekly mobility and death data
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stay-at-home decreases deaths, as we would expect.
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(We remind the reader
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that these results are preliminary.)</p>
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<p><img src="/blog/images/causal-effect-mobility-bigstates.svg" /></p>
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<p><img src="/blog/2021-01-15-causal-effect-mobility_files/causal-effect-mobility-bigstates.svg" /></p>
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</div>
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<div id="whats-next" class="section level2">
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<h2>What’s Next?</h2>

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