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<h1 class="title toc-ignore">Syllabus</h1>
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<div id="weekly-schedule" class="section level1">
<h1>Weekly schedule</h1>
<p>LSR readings can be found in the free, online textbook, <a
href="https://learningstatisticswithr-bookdown.netlify.com/index.html"><em>Learning
Statistics with R</em></a> by Danielle Navarro. For those interested in
taking notes, I recommend the use of the <a
href="http://Hypothes.is">Hypothes.is</a> app to annotate webpages. I
will note that the formatting of the book online is wonky in a few
places. If this bothers you, or you prefer to work offline, you can
download a <a href="https://learningstatisticswithr.com/lsr-0.6.pdf">PDF
version</a> of the book.</p>
<table>
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<th>Week</th>
<th>Date</th>
<th align="left">Topic</th>
<th align="left">Readings</th>
<th>Quiz</th>
<th>Homework</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td>1</td>
<td>09/27</td>
<td align="left">Introduction and overview</td>
<td align="left">LSR Ch 1 & 3</td>
<td></td>
<td></td>
</tr>
<tr class="even">
<td>-</td>
<td>09/29</td>
<td align="left">Research methods</td>
<td align="left">LSR CH 2 & 4, <a
href="readings/Rothman_2013.pdf">Rothman et al. (2013)</a><a href="#fn1"
class="footnote-ref" id="fnref1"><sup>1</sup></a></td>
<td></td>
<td></td>
</tr>
<tr class="odd">
<td>-</td>
<td>09/30</td>
<td align="left"><em>Lab: Introduction to R</em></td>
<td align="left"></td>
<td></td>
<td></td>
</tr>
<tr class="even">
<td>2</td>
<td>10/04</td>
<td align="left">Latent variables and psychometrics</td>
<td align="left">Podcast: <a
href="https://quantitudepod.org/listen/">Quantitude, S2E21 – Yes,
Virginia… There ARE Latent Variables</a> (Make sure you scroll down to
the correct episode) <a
href="https://uoregon.hosted.panopto.com/Panopto/Pages/Viewer.aspx?id=9e5c5f9e-666b-4741-875b-adba015e9ded">CC
available here</a>., <a
href="readings/bringmann_etal_2022.pdf">Bringmann et al., 2022,</a></td>
<td>Quiz 1</td>
<td></td>
</tr>
<tr class="odd">
<td>-</td>
<td>10/06</td>
<td align="left">Describing data</td>
<td align="left">LSR Ch 5 & 6</td>
<td></td>
<td></td>
</tr>
<tr class="even">
<td>-</td>
<td>10/07</td>
<td align="left"><em>Lab: R basics and descriptives</em></td>
<td align="left"></td>
<td></td>
<td></td>
</tr>
<tr class="odd">
<td>3</td>
<td>10/11</td>
<td align="left">Describing data</td>
<td align="left"><a href="readings/Ozer_Funder_2019.pdf">Ozer &
Funder (2019)</a></td>
<td>Quiz 2</td>
<td></td>
</tr>
<tr class="even">
<td>-</td>
<td>10/13</td>
<td align="left">Probability</td>
<td align="left">LSR Intro to Part IV and Ch 9.1-9.3, <a
href="readings/Wetzels_etal_2011.pdf">Wetzels et al. (2011)</a></td>
<td></td>
<td></td>
</tr>
<tr class="odd">
<td>-</td>
<td>10/14</td>
<td align="left"><em>Lab: Functional programming</em></td>
<td align="left"></td>
<td></td>
<td></td>
</tr>
<tr class="even">
<td>4</td>
<td>10/18</td>
<td align="left">Probability</td>
<td align="left">LSR Ch 9.4</td>
<td>Quiz 3</td>
<td></td>
</tr>
<tr class="odd">
<td>-</td>
<td>10/20</td>
<td align="left">Probability</td>
<td align="left">LSR Ch 9.5-9.6</td>
<td></td>
<td></td>
</tr>
<tr class="even">
<td>-</td>
<td>10/21</td>
<td align="left"><em>Lab: Probability distributions</em></td>
<td align="left"></td>
<td></td>
<td>HW 1 Due</td>
</tr>
<tr class="odd">
<td>5</td>
<td>10/25</td>
<td align="left">Sampling</td>
<td align="left">LSR Ch 10</td>
<td>Quiz 4</td>
<td></td>
</tr>
<tr class="even">
<td>-</td>
<td>10/27</td>
<td align="left">Hypothesis testing</td>
<td align="left">LSR Ch 11</td>
<td></td>
<td></td>
</tr>
<tr class="odd">
<td>-</td>
<td>10/28</td>
<td align="left"><em>Lab: Data wrangling</em></td>
<td align="left"></td>
<td></td>
<td></td>
</tr>
<tr class="even">
<td>6</td>
<td>11/01</td>
<td align="left">Hypothesis testing</td>
<td align="left"><a href="readings/Sainani_2012.pdf">Sainani
(2012)</a></td>
<td>Quiz 5</td>
<td></td>
</tr>
<tr class="odd">
<td>-</td>
<td>11/03</td>
<td align="left">Hypothesis testing</td>
<td align="left"></td>
<td></td>
<td></td>
</tr>
<tr class="even">
<td>-</td>
<td>11/04</td>
<td align="left"><em>Lab: Graphing with ggplot2</em></td>
<td align="left"></td>
<td></td>
<td></td>
</tr>
<tr class="odd">
<td>7</td>
<td>11/08</td>
<td align="left">Critiques of hypothesis testing</td>
<td align="left"><a href="readings/Simmons_etal_2011.pdf">Simmons et
al. (2011)</a> <a href="readings/Cumming_2014.pdf">Cumming
(2014)</a></td>
<td>Quiz 6</td>
<td></td>
</tr>
<tr class="even">
<td>-</td>
<td>11/10</td>
<td align="left">Open Science and Wrap-up</td>
<td align="left"><a
href="https://fivethirtyeight.com/features/science-isnt-broken/">Five
Thirty Eight</a></td>
<td></td>
<td></td>
</tr>
<tr class="odd">
<td>-</td>
<td>11/11</td>
<td align="left"><em>Lab: No Lab</em></td>
<td align="left"></td>
<td></td>
<td>HW 2 Due</td>
</tr>
<tr class="even">
<td>8</td>
<td>11/15</td>
<td align="left">One-sample tests</td>
<td align="left">LSR Ch 13.1-13.2</td>
<td>Quiz 7</td>
<td></td>
</tr>
<tr class="odd">
<td>-</td>
<td>11/17</td>
<td align="left">Comparing two means (paired)</td>
<td align="left">LSR Ch 13.3-13.11</td>
<td></td>
<td></td>
</tr>
<tr class="even">
<td>-</td>
<td>11/18</td>
<td align="left"><em>Lab: One- and paired-samples t-tests</em></td>
<td align="left"></td>
<td></td>
<td></td>
</tr>
<tr class="odd">
<td>9</td>
<td>11/22</td>
<td align="left">Something different: RMarkdown</td>
<td align="left"></td>
<td>Quiz 8</td>
<td></td>
</tr>
<tr class="even">
<td>-</td>
<td>11/24</td>
<td align="left"><strong>Thanksgiving</strong></td>
<td align="left"></td>
<td></td>
<td></td>
</tr>
<tr class="odd">
<td>-</td>
<td>11/25</td>
<td align="left"><em>Lab: No Lab</em></td>
<td align="left"></td>
<td></td>
<td></td>
</tr>
<tr class="even">
<td>10</td>
<td>11/29</td>
<td align="left">Comparing two means (independent)</td>
<td align="left"></td>
<td></td>
<td></td>
</tr>
<tr class="odd">
<td>-</td>
<td>12/01</td>
<td align="left">Effect sizes and assumptions</td>
<td align="left"></td>
<td>Quiz 9</td>
<td></td>
</tr>
<tr class="even">
<td>-</td>
<td>12/02</td>
<td align="left"><em>Lab: Independent samples t-tests</em></td>
<td align="left"></td>
<td></td>
<td></td>
</tr>
<tr class="odd">
<td>Finals</td>
<td>12/05</td>
<td align="left"></td>
<td align="left"></td>
<td></td>
<td></td>
</tr>
<tr class="even">
<td>-</td>
<td>12/07</td>
<td align="left"></td>
<td align="left"></td>
<td></td>
<td>HW 3 Due <a href="#fn2" class="footnote-ref"
id="fnref2"><sup>2</sup></a> 9am</td>
</tr>
</tbody>
</table>
<p><strong>Final:</strong> Oral exam will take place the week of
December 5.</p>
</div>
<div id="graded-materials" class="section level1">
<h1>Graded materials</h1>
<p>Your final grade is comprised of three components:</p>
<ul>
<li>Quizzes: 35%</li>
<li>Homework: 40%</li>
<li>Journal entries: 5%</li>
<li>Oral exam: 20%</li>
</ul>
<div id="quizzes" class="section level2">
<h2>Quizzes</h2>
<p>Quizzes are intended to assess your understanding of the theoretical
principles underlying statistics. There will be a quiz every Tuesday,
with the exception of the first week, when there will be no quiz, and
the final week when the quiz will be on Thursday.</p>
<p>Quizzes may be resubmitted with corrections and receive full credit.
To resubmit a quiz, write your corrections on the back of the quiz; for
each question that was answered incorrectly, identify the correct
answer, and explain why this is the correct answer. Only if the
explanation sufficiently conveys an understanding of the theoretical
principles will credit be given. There are no limits to the number of
times a quiz may be resubmitted.</p>
<p>If you are absent the day of a quiz, you can take a make-up quiz
after the next lecture you attend.</p>
</div>
<div id="homework-assignments" class="section level2">
<h2>Homework assignments</h2>
<p>Homework assignments are intended to gauge your ability to apply the
topics covered in class to the practice of data analysis. Homework
assignments are to be done using R and RMarkdown; completed assignments
should be submitted through Canvas, and students must attach both the
.Rmd file and the compiled HTML file.</p>
<p>Homework assignments are due at the time the first lab starts on the
day the assignment is listed. Homework assignments may be resubmitted
with corrections and receive full credit. Please note, however, that
corrections can only be made to problems that were answered at initial
submission. There is no limit to the number of times a homework
assignment may be resubmitted.</p>
<p>Late assignments will receive 50% of the points earned. For example,
if you correctly answer questions totalling 28 points, the assignment
will receive 14 points. If you resubmit this assignment with corrected
answers (a total of 30 points), the assignment will receive 15 points.
Late assignments will be accepted only within 7 days of the original
deadline.</p>
<p>You may discuss homework assignments with your classmates; however,
it is important that you complete each assignment on your own and do not
simply copy someone else’s code. If I believe one student has copied
another’s work, both students will receive a 0 on the homework
assignment and will not be allowed to resubmit the assignment for
points.</p>
</div>
<div id="journal-entries" class="section level2">
<h2>Journal entries</h2>
<p>Each week you’ll complete a short journal entry on Canvas. To earn
full points, you’ll have to write at least 200 words about anything at
all. This can include content related to the course, such as how well
you feel you understand the material or how you see the material come up
in other work. This can also include anything related to your personal
life or mental health that you would like for me to know, such as
whether you are struggling to balance classes and research, having
trouble creating a workspace at home, or whether you can balance time
spent on campus and off. This can also be completely random things, like
a news article you can’t stop thinking about, or musings on the
mist-downpour continuum of Oregon weather. The content of what you write
has <em>no impact</em> on your grade. In addition, what you write will
be kept confidential.</p>
<p>You may skip 2 journal entries with no penalty.</p>
<p>The purpose of this assignment is to help facilitate communication
between you and me. I have used this assignment since Spring 2020 and
found it an excellent way to build relationships with students. Plus, I
found that many students were more comfortable discussing questions and
concerns in their journal assignments rather than through email.</p>
</div>
<div id="oral-exam" class="section level2">
<h2>Oral exam</h2>
<p>The oral exam will take place during finals week. About two weeks
prior, you will be asked to schedule a time to complete the exam. The
exam will take roughly 15 minutes. You will be asked to explain basic
and elemental concepts, as if you were teaching an advanced
undergraduate or new graduate student.</p>
</div>
</div>
<div id="materials-needed" class="section level1">
<h1>Materials needed</h1>
<p>We will be using R for all data wrangling, visualization, and
analysis. You may not use another statistical program in this course.
Students must have the latest version of R, which can be downloaded <a
href="https://ftp.osuosl.org/pub/cran/">here</a>. It is strongly
recommended that students also download the RStudio GUI, available <a
href="https://www.rstudio.com/products/rstudio/download/#download">here</a>.
Both softwares are free.</p>
<p>All reading assignments will be posted online.</p>
</div>
<div id="policies" class="section level1">
<h1>Policies</h1>
<p><strong>Cheating and plagiarism.</strong> Any student caught cheating
on an assignment, quiz, or exam will receive a 0 on that assignment.
Frankly, you’re in graduate school, and the purpose of work is to create
opportunities to learn and improve. Even if cheating helps you in the
short term, you’ll quickly find yourself ill-prepared for the career you
have chosen. If you find yourself tempted to cheat, please come speak to
Dr. Weston about an extension and developing tools to improve your
success.</p>
<p><strong>Students with special needs.</strong> The UO works to create
inclusive learning environments. If there are aspects of the instruction
or design of this course that result in disability-related barriers to
your participation, please notify me as soon as possible. You may also
wish to contact Disability Services in 164 Oregon Hall at 541-346-1155
or <a href="mailto:disabsrv@uoregon.edu">disabsrv@uoregon.edu</a>.</p>
<p><strong>COVID-19 related.</strong> Masks are optional. Please be
respectful of your peers’ choices regarding masks. I (Sara) will be
monitoring the university and county case counts and am prepared to
update either the mask policy or the format of the course in response to
rising cases. I will not be wearing a mask while lecturing in order to
prioritize my being understood by students. We’ll open windows whenever
possible. Lectures will be recorded for students who would prefer more
flexibility. If you are feeling unwell, please mask or stay home and use
the recordings to keep up with the course.</p>
</div>
<div id="basic-needs" class="section level1">
<h1>Basic needs</h1>
<p>Any student who has difficulty affording groceries or accessing
sufficient food to eat every day, or who lacks a safe and stable place
to live and believes this may affect their performance in this course is
urged to contact the Dean of Students Office (346-3216, 164 Oregon Hall)
for support.</p>
<p>This UO web page includes resources for food, housing, health care,
childcare, transportation, technology, finances, and legal support: <a
href="https://blogs.uoregon.edu/basicneeds/food/"
class="uri">https://blogs.uoregon.edu/basicneeds/food/</a></p>
</div>
<div class="footnotes footnotes-end-of-document">
<hr />
<ol>
<li id="fn1"><p>There are several great commentaries on this article
that I would encourage you to read. They are: - <a
href="readings/Richiardi_2013.pdf">Richiardi et al. (2013).</a>
Representativeness is usually not necessary and often should be avoided.
- <a href="readings/Nohr_2013.pdf">Nohr et al. (2013).</a>
Epidemiologists have debated representativeness for more than 40
years—has the time come to move on? - <a
href="readings/Elwood_2013.pdf">Elwood (2013).</a> On representativeness
- <a href="readings/Ebrahim_2013.pdf">Ebrahim et al. (2013).</a> Should
we always deliberately be non-representative?<a href="#fnref1"
class="footnote-back">↩︎</a></p></li>
<li id="fn2"><p>Final grades are due the following Tuesday, so there are
limited opportunities to redo this particular assignment for points. I
will do my best to grade these within 24 hours of receipt so you have a
chance to retry any missed points. Consider Friday 12/9 at 9am PT the
last possible time to submit this assignment.<a href="#fnref2"
class="footnote-back">↩︎</a></p></li>
</ol>
</div>
</div>
</div>
</div>
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