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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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index.html

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<p>Copyright © 2024.</p>
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<p>Second Edition.</p>
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<p>Version date: October 11, 2025.</p>
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<p>Version date: November 05, 2025.</p>
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<p>This textbook and its supplements, including slides, labs, and interactive tutorials, may be downloaded for free at<br><a href="http://openintro.org/book/ims"><strong>openintro.org/book/ims</strong></a>.</p>
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<p>This textbook is a derivative of <em>OpenIntro Statistics</em> 4th Edition and <em>Introduction to Statistics with Randomization and Simulation</em> 1st Edition by Diez, Barr, and Çetinkaya-Rundel, and it’s available under a Creative Commons Attribution-ShareAlike 3.0 Unported United States License. License details are available at the Creative Commons website:<br><a href="https://www.openintro.org/go/?id=creativecommons_org&amp;referrer=ims1_pdf"><strong>creativecommons.org</strong></a>.</p>
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<p>Source files for this book can be found on GitHub at<br><a href="https://github.com/openintrostat/ims">github.com/openintrostat/ims</a>.</p>

search.json

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"title": "Introduction to Modern Statistics (2e)",
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"text": "Welcome to IMS2\nThis is the website for Introduction to Modern Statistics, Second Edition by Mine Çetinkaya-Rundel and Johanna Hardin. This website is hosted by Netlify. Introduction to Modern Statistics, which we’ll refer to as IMS going forward, is a textbook from the OpenIntro project.\nThe book will always be available for free here. It is also available in PDF (for free or for the amount you choose to contribute) on Leanpub and in black&white paperback for purchase for $25.  Download PDF  Purchase paperback \n\nCopyright © 2024.\nSecond Edition.\nVersion date: October 11, 2025.\nThis textbook and its supplements, including slides, labs, and interactive tutorials, may be downloaded for free atopenintro.org/book/ims.\nThis textbook is a derivative of OpenIntro Statistics 4th Edition and Introduction to Statistics with Randomization and Simulation 1st Edition by Diez, Barr, and Çetinkaya-Rundel, and it’s available under a Creative Commons Attribution-ShareAlike 3.0 Unported United States License. License details are available at the Creative Commons website:creativecommons.org.\nSource files for this book can be found on GitHub atgithub.com/openintrostat/ims.",
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"text": "Welcome to IMS2\nThis is the website for Introduction to Modern Statistics, Second Edition by Mine Çetinkaya-Rundel and Johanna Hardin. This website is hosted by Netlify. Introduction to Modern Statistics, which we’ll refer to as IMS going forward, is a textbook from the OpenIntro project.\nThe book will always be available for free here. It is also available in PDF (for free or for the amount you choose to contribute) on Leanpub and in black&white paperback for purchase for $25.  Download PDF  Purchase paperback \n\nCopyright © 2024.\nSecond Edition.\nVersion date: November 05, 2025.\nThis textbook and its supplements, including slides, labs, and interactive tutorials, may be downloaded for free atopenintro.org/book/ims.\nThis textbook is a derivative of OpenIntro Statistics 4th Edition and Introduction to Statistics with Randomization and Simulation 1st Edition by Diez, Barr, and Çetinkaya-Rundel, and it’s available under a Creative Commons Attribution-ShareAlike 3.0 Unported United States License. License details are available at the Creative Commons website:creativecommons.org.\nSource files for this book can be found on GitHub atgithub.com/openintrostat/ims.",
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