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<p class="MsoNormal">Hello Miso,<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Yes, that’s possible. Please find the following code snippet and I hope that this helps. I have included the R code inside the r codeblock.<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">``` r<o:p></o:p></p>
<p class="MsoNormal"># Install the following packages first if not available<o:p></o:p></p>
<p class="MsoNormal">library(tidyverse) # This is for data wrangling in general<o:p></o:p></p>
<p class="MsoNormal">library(tidymodels) # Useful package for modeling<o:p></o:p></p>
<p class="MsoNormal">library(gt) # making publication-ready table<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"># Save your model<o:p></o:p></p>
<p class="MsoNormal">out.lm <- lm(dist ~ speed, data = cars)<o:p></o:p></p>
<p class="MsoNormal"># Use tidy function to make your model as a tidy grid form<o:p></o:p></p>
<p class="MsoNormal">tidy(out.lm) %>%<o:p></o:p></p>
<p class="MsoNormal"> # Use gt function to display the output in your browser as an html format<o:p></o:p></p>
<p class="MsoNormal"> gt()<o:p></o:p></p>
<p class="MsoNormal">```<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">All the best,<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">JooYoung<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<div>
<p class="MsoNormal" style="margin-bottom:12.0pt;vertical-align:baseline"><span style="color:black;mso-ligatures:none">--------------------<br>
</span><b><span style="color:#13294B;mso-ligatures:none">JooYoung Seo, Ph.D. (he/him/his)<o:p></o:p></span></b></p>
<p class="MsoNormal" style="margin-bottom:12.0pt;vertical-align:baseline"><i><span style="color:#13294B;mso-ligatures:none">Assistant Professor,
</span></i><span style="color:#13294B;mso-ligatures:none">School of Information Sciences</span><span style="color:black;mso-ligatures:none"><br>
</span><i><span style="color:#13294B;mso-ligatures:none">Faculty Affiliate, </span>
</i><span style="color:#13294B;mso-ligatures:none">National Center for Supercomputing Applications</span><span style="color:black;mso-ligatures:none"><br>
</span><i><span style="color:#13294B;mso-ligatures:none">Faculty Affiliate, </span>
</i><span style="color:#13294B;mso-ligatures:none">Illinois Informatics Institute<b><o:p></o:p></b></span></p>
<p class="MsoNormal" style="margin-bottom:12.0pt;vertical-align:baseline"><span style="color:#13294B;mso-ligatures:none">University of Illinois Urbana-Champaign</span><span style="color:black;mso-ligatures:none"><br>
</span><span style="color:#13294B;mso-ligatures:none">Room 5158, 614 E. Daniel St.
</span><span style="color:black;mso-ligatures:none"><br>
</span><span style="color:#13294B;mso-ligatures:none">Champaign, IL 61820</span><span style="color:black;mso-ligatures:none"><br>
</span><span style="color:#13294B;mso-ligatures:none">(217) 333-2671 | </span><span style="mso-ligatures:none"><a href="mailto:jseo1005@illinois.edu"><span style="color:blue">jseo1005@illinois.edu</span></a><span style="color:black"><br>
</span><span style="color:#13294B"><a href="https://ischool.illinois.edu/people/jooyoung-seo"><span style="color:blue">ischool.illinois.edu/people/jooyoung-seo</span></a></span><span style="color:black"><br>
<br>
</span></span><a href="http://illinois.edu/"><span style="color:windowtext;mso-ligatures:none;text-decoration:none"><img border="0" width="165" height="43" style="width:1.7222in;height:.4444in" id="Picture_x0020_1" src="cid:image001.png@01D9FEAE.2C503980" alt="University of Illinois logo"></span></a><span style="color:black;mso-ligatures:none"><br>
<br>
</span><i><span style="color:#666666;mso-ligatures:none">Under the Illinois Freedom of Information Act any written communication to or from university employees regarding university business is a public record and may be subject to public disclosure.</span></i><span style="mso-ligatures:none"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="mso-ligatures:none"><o:p> </o:p></span></p>
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<p class="MsoNormal"><o:p> </o:p></p>
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<p class="MsoNormal"><b><span style="mso-ligatures:none">From:</span></b><span style="mso-ligatures:none"> BlindRUG <blindrug-bounces@nfbnet.org>
<b>On Behalf Of </b>Miso Kwak via BlindRUG<br>
<b>Sent:</b> Saturday, October 14, 2023 11:18 AM<br>
<b>To:</b> 'Blind R Users Group' <blindrug@nfbnet.org><br>
<b>Cc:</b> misokwak12@gmail.com<br>
<b>Subject:</b> [BlindRUG] Reading output and easily understanding which number corresponds to what<o:p></o:p></span></p>
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<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Hello,<o:p></o:p></p>
<p class="MsoNormal">I am having a difficulty asking this question succinctly so I am pasting *<b>parts of my code</b>* and output below. I imagine this is an easy question for expert R users.<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">> summary(out.lm)<o:p></o:p></p>
<p class="MsoNormal">Call:<o:p></o:p></p>
<p class="MsoNormal">lm(formula = mathpre ~ collgpaa, data = scs) <o:p></o:p></p>
<p class="MsoNormal">Residuals:<o:p></o:p></p>
<p class="MsoNormal"> Min 1Q Median 3Q Max<o:p></o:p></p>
<p class="MsoNormal">-6.0465 -1.9008 -0.0637 1.8426 6.6097 <o:p></o:p></p>
<p class="MsoNormal">Coefficients:<o:p></o:p></p>
<p class="MsoNormal"> Estimate Std. Error t value Pr(>|t|) <o:p></o:p></p>
<p class="MsoNormal">(Intercept) 3.4122 0.7581 4.501 1.13e-05 <o:p></o:p></p>
<p class="MsoNormal">***<o:p></o:p></p>
<p class="MsoNormal">collgpaa 1.0384 0.2655 3.912 0.000124 <o:p></o:p></p>
<p class="MsoNormal">***<o:p></o:p></p>
<p class="MsoNormal">---<o:p></o:p></p>
<p class="MsoNormal">Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 <o:p></o:p></p>
<p class="MsoNormal">'.' 0.1 ' ' 1<o:p></o:p></p>
<p class="MsoNormal">Residual standard error: 2.646 on 208 degrees of <o:p></o:p></p>
<p class="MsoNormal">freedom<o:p></o:p></p>
<p class="MsoNormal">Multiple R-squared: 0.06852, Adjusted R-squared: 0.06405<o:p></o:p></p>
<p class="MsoNormal">F-statistic: 15.3 on 1 and 208 DF, p-value: 0.0001241<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">In the part of this output that shows coefficients, I can tell that estimate std error is 0.7581 and T-value is 4.501, by memorizing the placements of std error, t-value and Pr(>|t|). And knowing what kinds of number to expect I guess could
work in most cases I may run into.<o:p></o:p></p>
<p class="MsoNormal">I believe my sighted colleagues are able to easily place which number belongs to what by looking at how they are placed (4.501 directly underneath t value for example).
<o:p></o:p></p>
<p class="MsoNormal">Perhaps as I practice more, I will become more efficient over time but I am curious, is there a way I can make the process of reading the output and placing which number belongs to where more efficient for? E.g., having this be displayed
in a list format or table format that I can navigate cell by cell vertically?<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Thank you for your consideration and any suggestion you may be able to offer.<o:p></o:p></p>
<p class="MsoNormal"><o:p> </o:p></p>
<p class="MsoNormal">Miso<o:p></o:p></p>
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