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The Manga Guide to Regression Analysis | No Starch Press

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field-label-hidden"><div class="field-items"><div class="field-item even"><div class="product-image"><div class="main-product-image"><a href="https://nostarch.com/sites/default/files/styles/uc_product_full/public/9781593274191.png?itok=f3lDXQuR" title="The Manga Guide to Regression Analysis" class="colorbox" rel="uc_image_0"><img class="img-responsive" src="https://nostarch.com/sites/default/files/styles/uc_product/public/9781593274191.png?itok=iD3GpCoc" alt="The Manga Guide to Regression Analysis" title="The Manga Guide to Regression Analysis" /></a></div></div></div></div></div><div class="field field-name-entity-title field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even"><h1 class="page-header">The Manga Guide to Regression Analysis</h1></div></div></div><div class="field field-name-field-author field-type-text field-label-hidden"><div class="field-items"><div class="field-item even">by Shin Takahashi, Iroha Inoue, and Trend-Pro Co., Ltd.</div></div></div><div class="field field-name-released-date field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even">May 2016, 232 pp.</div></div></div><div class="field field-name-field-isbn13 field-type-text field-label-inline clearfix clearfix"><div class="field-label">ISBN-13:&nbsp;</div><div class="field-items"><div class="field-item even">9781593277284</div></div></div><div class="add-to-cart"><form action="/regression" method="post" id="uc-product-add-to-cart-form-227" accept-charset="UTF-8"><div><div id="uc_product_add_to_cart_form-227-attributes" class="attributes"><div class="attribute attribute-1 odd"><div class="form-item form-item-attributes-1 form-type-radios form-group"><div id="edit-attributes-1" class="form-radios"><div class="form-item form-item-attributes-1 form-type-radio radio"> <label class="control-label" for="edit-attributes-1-3"><input type="radio" id="edit-attributes-1-3" name="attributes[1]" value="3" checked="checked" class="form-radio" />Print Book and FREE Ebook, $24.99</label> </div><div class="form-item form-item-attributes-1 form-type-radio radio"> <label class="control-label" for="edit-attributes-1-11"><input type="radio" id="edit-attributes-1-11" name="attributes[1]" value="11" class="form-radio" />Ebook (PDF and ePub), $19.99</label> </div></div></div></div></div><input type="hidden" name="qty" value="1" /> <input type="hidden" name="form_build_id" value="form-uLb1K7N7QAAFDonSDlUbpq_J0_wlubXfHoUz0h98j9M" /> <input type="hidden" name="form_id" value="uc_product_add_to_cart_form_227" /> <div class="form-actions form-wrapper form-group" id="edit-actions"><button class="node-add-to-cart btn btn-success form-submit icon-before" type="submit" id="edit-submit-227" name="op" value="Add to cart"><span class="icon glyphicon glyphicon-plus" aria-hidden="true"></span> Add to cart</button> </div></div></form></div><div class="field field-name-product-menu field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even"><div class="menu-wrapper"><ul class="menu nav"><li><a href="#content">Contents</a></li><li><a href="#reviews">Reviews</a></li></ul></div></div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even"><p><a href="/download/MangaGuideRegressionAnalysis_sample_Ch2.pdf" target="_blank" class="btn btn-success downloadbutton" style="font-weight: 400;">Download Chapter 2: Regression Analysis</a></p> <p><strong>Look Inside!</strong></p> <div class="lookinside" style="clear:right"><a class="colorbox" href="/images/MangaRegressionAnalysis1.jpg"><img src="/images/MangaRegressionAnalysis_thumb1.jpg" style="border:1px solid; margin:0 10px 0 0; max-width:300px; width:260px" /></a><a class="colorbox" href="/images/MangaRegressionAnalysis2.jpg"><img src="/images/MangaRegressionAnalysis_thumb2.jpg" style="border:1px solid; margin:0 10px 0 0; max-width:300px; width:260px" /> </a></div> <div class="lookinside" style="clear:right"><a class="colorbox" href="/images/MangaRegressionAnalysis3.jpg"><img src="/images/MangaRegressionAnalysis_thumb3.jpg" style="border:1px solid; margin:0 10px 0 0; max-width:300px; width:260px" /></a><a class="colorbox" href="/images/MangaRegressionAnalysis4.jpg"><img src="/images/MangaRegressionAnalysis_thumb4.jpg" style="border:1px solid; margin:0 10px 0 0; max-width:300px; width:260px" /></a></div> <p>Like a lot of people, Miu has had trouble learning regression analysis. But with new motivation—in the form of a handsome but shy customer—and the help of her brilliant café coworker Risa, she’s determined to master it.</p> <p>Follow along with Miu and Risa in <em>The Manga Guide to Regression Analysis</em> as they calculate the effect of temperature on iced tea orders, predict bakery revenues, and work out the probability of cake sales with simple, multiple, and logistic regression analysis. You’ll get a refresher in basic concepts like matrix equations, inverse functions, logarithms, and differentiation before diving into the hard stuff. Learn how to:</p> <ul> <li>Calculate the regression equation</li> <li>Check the accuracy of your equation with the correlation coefficient</li> <li>Perform hypothesis tests and analysis of variance, and calculate confidence intervals</li> <li>Make predictions using odds ratios and prediction intervals</li> <li>Verify the validity of your analysis with diagnostic checks</li> <li>Perform chi-squared tests and F-tests to check the goodness of fit</li> </ul> <p>Whether you’re learning regression analysis for the first time or have just never managed to get your head around it, <em>The Manga Guide to Regression Analysis</em> makes mastering this tricky technique straightforward and fun.</p> </div></div></div><div class="field field-name-field-author-bio field-type-text-long field-label-abovec"><div class="field-label">Author Bio&nbsp;</div><div class="field-items"><div class="field-item even"><p><b>Shin Takahashi</b> attended Kyushu University, where he graduated with a master's degree in information technology. Having previously worked both as a data analyst and an instructor, he is now an author specializing in technical books. He is the author of <i>The Manga Guide to Statistics</i> and <i>The Manga Guide to Linear Algebra</i> (No Starch Press).</p> </div></div></div><div class="field field-name-field-toc field-type-text-long field-label-abovec" id="content"><div class="field-label">Table of contents&nbsp;</div><div class="field-items"><div class="field-item even"><p><b>Prologue: More Tea?</b></p> <p><b>Chapter 1:</b> A Refreshing Glass of Math<br /> <b>Chapter 2:</b> Regression Analysis<br /> <b>Chapter 3:</b> Multiple Linear Regression Analysis<br /> <b>Chapter 4:</b> Logistic Regression Analysis</p> <p>View the detailed <a href="/download/MangaGuideRegressionAnalysis_sample_TOC.pdf" target="new">Table of Contents</a> (PDF)<br /> View the <a href="/download/MangaGuideRegressionAnalysis_sample_index.pdf" target="new">Index</a> (PDF) </p> <p>Download the <a href="/download/MangaGuideRegressionAnalysis_worksheet.xlsx" target="new">worksheet</a> (Excel)</p> </div></div></div><div class="field field-name-field-reviews field-type-text-long field-label-abovec" id="reviews"><div class="field-label">Reviews&nbsp;</div><div class="field-items"><div class="field-item even"><p>“Like Larry Gonick’s <em>Cartoon Guide to Statistics</em>, <em>The Manga Guide to Regression Analysis</em> similarly helps students grasp the meaning of R-squared, correlation coefficients, and null hypotheses—terms that have proved to be the bane of many students’ college careers.”<br /> <strong>—<a href="https://www.forewordreviews.com/reviews/the-manga-guide-to-regression-analysis/?utm_content=buffereeb16&amp;utm_medium=social&amp;utm_source=twitter.com&amp;utm_campaign=buffer" target="new">Foreword Reviews</a></strong></p> <p>“It’s a great little book if you need to know regression, without doing a full-on mathematical course.”<br /> <strong>—<a href="https://cosmosmagazine.com/mathematics/the-manga-guide-to-regression-analysis" target="new">Cosmos Magazine</a></strong></p> <p>“<em>The Manga Guide to Regression Analysis</em> makes learning about complex math equations sound much less like a chore and more like a fun afternoon.”<br /> <strong>—<a href="https://geekdad.com/2016/08/regression-manga-guides/" target="new">GeekMom</a></strong></p> <p>“The manga sections nail down all the big concepts in an easy-to-read way so that the reader is better prepared for the traditional sections that follow. Don't let the manga brand fool you; it's a legitimate way to learn the material.”<br /> <strong>—<a href="https://portal.publishersserviceassociates.com/carts/sovereign/index.php?route=product/product&amp;path=35&amp;product_id=134" target="new">Otaku USA Magazine</a></strong></p> <p>“Each chapter begins with an overview of the problem at hand, a very 'high-level' discussion of the proposed regression technique, a clear outline of the necessary steps involved, and then the complete regression procedure is worked out. . . . Students will benefit greatly from this.”<br /> <strong>—<a href="http://www.maa.org/press/maa-reviews/the-manga-guide-to-regression-analysis" target="new">The Mathematical Association of America</a></strong></p> <p>“The use of manga might lull you into thinking that it lacks depth, but autocorrelation, logistic regression, and even the Mahalanobis difference are covered so it goes well beneath the surface.”<br /> —<strong>Dr. Catey Bunce</strong>, <strong>Lead Statistician at Moorfields Eye Hospital NHS Foundation Trust</strong></p> <p>“Another fantastic <em>Manga Guide</em> book. Everyone learns differently, and this method of using an example tied to characters in a logical (business) situation makes learning the basics of regression analysis fun and relatively easy.”<br /> <strong>—<a href="http://www.sequentialtart.com/reports.php?ID=9995&amp;issue=2016-07-18" target="new">Sequential Tart</a></strong></p> <p>“Reading this book might be a nice prelude to diving into a statistical programming environment like R, since topics like ANOVA, confidence intervals, residuals, R-squared, multicollinearity etc. will make a lot more sense. As an added bonus, the book covers binomial logistic regression which is another popular supervised learning method designed to predict probabilities whether or not something will happen.”<br /> <strong>—<a href="http://insidebigdata.com/2016/09/21/book-review-the-manga-guide-to-regression-analysis/" target="new">insideBIGDATA</a></strong></p> <p>“Never have I seen such an adorable way to learn higher-level mathematical techniques...The characters are fun and lively. It’s encouraging to see someone so eager to learn more about variance analysis and confidence intervals.”<br /> <strong>—<a href="http://comicsworthreading.com/2016/06/13/the-manga-guide-to-regression-analysis/" target="new">Comics Worth Reading</a></strong></p> <p>"A detailed, in-depth educational tool ideal for classroom use or self-study! Highly recommended, especially for high school, college, and public library mathematics collections." <strong>—Midwest Book Review</strong></p> </div></div></div><div class="field field-name-field-extra-stuff field-type-text-long field-label-abovec"><div class="field-label">Extra Stuff&nbsp;</div><div class="field-items"><div class="field-item even"><p>Featured on <a href="http://blogs.scholastic.com/techtools/2016/06/linear-regression-comics.html#.V2LWzbsrKUk" target="new"><strong>Scholastic.com's Tech Tools Blog</strong></a></p> </div></div></div> </div> </div> </section> <section id="block-shariff-shariff-block" class="block block-shariff clearfix"> <div class="shariff" data-services="[&quot;facebook&quot;,&quot;print&quot;,&quot;twitter&quot;]" data-theme="colored" data-orientation="horizontal" data-twitter-via="nostarch" data-lang="en"></div> </section> </div> </section> <aside class="col-sm-3" role="complementary"> <div class="region region-sidebar-second"> <section id="block-system-navigation" class="block block-system block-menu clearfix"> <h2 class="block-title">Navigation</h2> <ul class="menu nav"><li class="first last leaf"><a href="/user" title="">My account</a></li> </ul> </section> <section id="block-block-52" class="block block-block clearfix"> <p><a href="/mailchimp/subscribe">Want sweet deals? 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