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.nojekyll

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_redirects

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# Redirects from what the browser requests to what we serve
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/01-data-hello /data-hello
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/02-data-design /data-design
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/03-data-applications /data-applications
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/04-explore-categorical /explore-categorical
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/05-explore-numerical /explore-numerical
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/06-explore-applications /explore-applications
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/07-model-slr /model-slr
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/08-model-mlr /model-mlr
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/09-model-logistic /model-logistic
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/10-model-applications /model-applications
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/11-foundations-randomization /foundations-randomization
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/12-foundations-bootstrapping /foundations-bootstrapping
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/13-foundations-mathematical /foundations-mathematical
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/14-foundations-errors /foundations-errors
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/15-foundations-applications /foundations-applications
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/16-inference-one-prop /inference-one-prop
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/17-inference-two-props /inference-two-props
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/18-inference-tables /inference-tables
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/19-inference-one-mean /inference-one-mean
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/20-inference-two-means /inference-two-means
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/21-inference-paired-means /inference-paired-means
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/22-inference-many-means /inference-many-means
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/23-inference-applications /inference-applications
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/24-inf-model-slr /inf-model-slr
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/25-inf-model-mlr /inf-model-mlr
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/26-inf-model-logistic /inf-model-logistic
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/27-inf-model-applications /inf-model-applications
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/ https://openintrostat.github.io/ims/
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/01-data-hello /data-hello
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/02-data-design /data-design
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/03-data-applications /data-applications
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/04-explore-categorical /explore-categorical
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/05-explore-numerical /explore-numerical
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/06-explore-applications /explore-applications
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/07-model-slr /model-slr
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/08-model-mlr /model-mlr
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/09-model-logistic /model-logistic
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/10-model-applications /model-applications
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/11-foundations-randomization /foundations-randomization
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/12-foundations-bootstrapping /foundations-bootstrapping
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/13-foundations-mathematical /foundations-mathematical
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/14-foundations-errors /foundations-errors
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/15-foundations-applications /foundations-applications
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/16-inference-one-prop /inference-one-prop
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/17-inference-two-props /inference-two-props
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/18-inference-tables /inference-tables
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/19-inference-one-mean /inference-one-mean
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/20-inference-two-means /inference-two-means
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/21-inference-paired-means /inference-paired-means
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/22-inference-many-means /inference-many-means
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/23-inference-applications /inference-applications
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/24-inf-model-slr /inf-model-slr
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/25-inf-model-mlr /inf-model-mlr
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/26-inf-model-logistic /inf-model-logistic
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/27-inf-model-applications /inf-model-applications
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https://openintro-ims.netlify.app https://openintrostat.github.io/ims/

data-design.html

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<p>No! Some previous research tells us that using sunscreen actually reduces skin cancer risk, so maybe there is another variable that can explain this hypothetical association between sunscreen usage and skin cancer, as shown in <a href="#fig-sun-causes-cancer" class="quarto-xref">Figure&nbsp;<span>2.7</span></a>. One important piece of information that is absent is sun exposure. If someone is out in the sun all day, they are more likely to use sunscreen <em>and</em> more likely to get skin cancer. Exposure to the sun is unaccounted for in the simple observational investigation.</p>
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<div id="fig-sun-causes-cancer" class="quarto-float quarto-figure quarto-figure-center anchored" alt="Three boxes are shown in a triangle arrangement representing: sun exposure, using sunscreen, and skin cancer. A solid arrow connects sun exposure as a causal mechanism to using sunscreen; a solid arrow also connects sun exposure as a causal mechanism to skin cancer. A questioning arrow indicates that the causal effect of using sunscreen on skin cancer is unknown. " data-fig-align="center">
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<div id="fig-sun-causes-cancer" class="quarto-float quarto-figure quarto-figure-center anchored" data-fig-align="center" alt="Three boxes are shown in a triangle arrangement representing: sun exposure, using sunscreen, and skin cancer. A solid arrow connects sun exposure as a causal mechanism to using sunscreen; a solid arrow also connects sun exposure as a causal mechanism to skin cancer. A questioning arrow indicates that the causal effect of using sunscreen on skin cancer is unknown. ">
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<figure class="quarto-float quarto-float-fig figure"><div aria-describedby="fig-sun-causes-cancer-caption-0ceaefa1-69ba-4598-a22c-09a6ac19f8ca">
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<a href="data-design_files/figure-html/fig-sun-causes-cancer-1.png" class="lightbox" data-gallery="quarto-lightbox-gallery-7" title="Figure&nbsp;2.7: Sun exposure may be the root cause of both sunscreen use and skin cancer."><img src="data-design_files/figure-html/fig-sun-causes-cancer-1.png" class="img-fluid quarto-figure quarto-figure-center figure-img" style="width:60.0%" alt="Three boxes are shown in a triangle arrangement representing: sun exposure, using sunscreen, and skin cancer. A solid arrow connects sun exposure as a causal mechanism to using sunscreen; a solid arrow also connects sun exposure as a causal mechanism to skin cancer. A questioning arrow indicates that the causal effect of using sunscreen on skin cancer is unknown. "></a>
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</div>

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