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36<p><a href="https://github.com/stonegold546/new_website-public"><img src="/img/1108_QREM_Headshots_LA5-X3_new.png" style="max-width:30%;min-width:40px;float:right;" alt="Github repo" /></a></p>
37<h1 id="james-uanhoro">James Uanhoro</h1>
38<h2 id="bio">Bio</h2>
39<p>I am an assistant professor in the <a href="https://coe.unt.edu/research-measurement-and-statistics">Research Methodology, Measurement, and Statistics</a> program within the <a href="https://coe.unt.edu/educational-psychology">Department of Educational Psychology</a> at the University of North Texas. I have a background in Information Systems, and in my downtime, I enjoy using my computing skills to develop statistical tools for applied researchers.</p>
40<p>I am a member of and the UNT lead investigator for OMNI-ADRD (<a href="https://omni-adrd.org/">https://omni-adrd.org/</a>, NIH grant: 1U24AG092760-01), a network of scientists working to transform how cognitive change is measured and understood by building open, scalable tools that accelerate dementia prevention research and advance brain health for all.</p>
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69<h3>Research interests:</h3>
70<ul>
71<li>Applied Bayesian data analysis</li>
72<li>Multilevel, psychometric, and covariance structure models and their interconnections</li>
73<li>Communicating statistical findings &amp; effect sizes</li>
74<li>Statistical software development</li>
75<li>Single-case research designs</li>
76</ul>
77</div>
78<div class="column-right">
79<h3>Education:</h3>
80<ul>
81<li>PhD Educational Studies, Ohio State University (2021)</li>
82<li>MS Information Systems, National Tsing Hua University (2016)</li>
83<li>BS Information Systems, American University of Nigeria (2012)</li>
84</ul>
85</div>
86</div>
87<p>I am also a member of <a href="https://cwa-tseu.org/">Texas State Employees Union (Communication Workers of America, Local 6186)</a>, a union for everyone who works for the state of Texas, and the <a href="https://linktr.ee/untaaup">UNT Chapter of AAUP/AFT</a>, a union and professional organisation for academic staff.</p>
88<p>Email: <a href="mailto:[email protected]">[email protected]</a></p>
89<hr>
90<h2 id="teaching">Teaching</h2>
91<p>I usually teach regression (fall), structural equation modeling (spring), and simulation (some Falls). And I should teach an applied Bayesian course in the near future.</p>
92<hr>
93<h2 id="additional-links">Additional links</h2>
94<ul>
95<li><a href="/papers/">First-author papers &ndash; free PDF, code and data</a></li>
96<li><a href="/projects/">Programming projects</a></li>
97<li><a href="/workshops/">Old workshops as a grad student at OSU</a></li>
98</ul>
99<hr>
100<h2 id="blog">Blog</h2>
101
102
103<ul>
104  
105  
106  
107  <li>
108    <span class="date">2024/11/08</span>
109    <a href="/post/2024/11/08/the-limitations-of-small-variance-priors-lie-in-their-implementation/">The limitations of small variance priors lie in their implementation</a>
110  </li>
111  
112  <li>
113    <span class="date">2024/04/14</span>
114    <a href="/post/2024/04/14/hierarchical-ordinal-regression-for-analysis-of-single-subject-data-or-bayesian-estimation-of-overlap-and-other-effect-sizes/">Hierarchical ordinal regression for analysis of single subject data OR Bayesian estimation of overlap and other effect sizes</a>
115  </li>
116  
117  <li>
118    <span class="date">
1182023/05/04</span>
119    <a href="/post/2023/05/04/aera-2023-presentation-modeling-misspecification-as-a-parameter-in-bayesian-sems/">AERA 2023 Presentation: Modeling misspecification as a parameter in Bayesian SEMs</a>
120  </li>
121  
122  <li>
123    <span class="date">2023/04/02</span>
124    <a href="/post/2023/04/02/the-minorbsem-package-in-r/">The minorbsem package in R</a>
125  </li>
126  
127  <li>
128    <span class="date">2022/12/14</span>
129    <a href="/post/2022/12/14/hierarchical-covariance-estimation-approach-to-meta-analytic-structural-equation-modeling/">Hierarchical Covariance Estimation Approach to Meta-Analytic Structural Equation Modeling</a>
130  </li>
131  
132  <li>
133    <span class="date">2021/01/18</span>
134    <a href="/post/2021/01/18/traditional-sem-overly-focuses-on-lisrel-equations-to-the-detriment-of-dealing-with-measurement-error/">Traditional SEM overly focuses on LISREL equations to the detriment of dealing with measurement error</a>
135  </li>
136  
137  <li>
138    <span class="date">2019/11/25</span>
139    <a href="/post/2019/11/25/problems-with-using-odds-ratios-as-effect-sizes-in-binary-logistic-regression-and-alternative-approaches/">Problems with using odds ratios as effect sizes in binary logistic regression and alternative approaches</a>
140  </li>
141  
142  <li>
143    <span class="date">2019/09/26</span>
144    <a href="/post/2019/09/26/how-do-you-communicate-the-evidence-for-the-practical-significance-of-an-intervention-using-bayesian-methods/">How do you communicate the evidence for the practical significance of an intervention using Bayesian methods?</a>
145  </li>
146  
147  <li>
148    <span class="date">2019/08/02</span>
149    <a href="/post/2019/08/02/when-data-are-not-so-informative-it-pays-to-choose-the-sum-score-over-the-factor-score/">When data are not so informative, it pays to choose the sum score over the factor score</a>
150  </li>
151  
152  <li>
153    <span class="date">2018/11/28</span>
154    <a href="/post/2018/11/28/multidimensional-cfa-with-rstan/">Multidimensional CFA with RStan</a>
155  </li>
156  
157  <li>
158    <span class="date">2018/10/20</span>
159    <a href="/post/2018/10/20/possibility-of-heteroskedasticity-is-a-good-reason-not-to-dichotomize-a-continuous-variable-for-use-as-outcome-in-logistic-regression./">Possibility of heteroskedasticity is a good reason not to dichotomize a continuous variable for use as outcome in logistic regression.</a>
160  </li>
161  
162  <li>
163    <span class="date">2018/10/07</span>
164    <a href="/post/2018/10/07/should-you-perform-logistic-regression-on-a-dichotomized-continuous-variable-when-you-have-access-to-the-continuous-variable-im-not-sure./">Should you perform logistic regression on a dichotomized continuous variable when you have access to the continuous variable? I&rsquo;m not sure.</a>
165  </li>
166  
167  <li>
168    <span class="date">2018/10/06</span>
169    <a href="/post/2018/10/06/two-group-mean-and-variance-comparisons/">Two group mean and variance comparisons</a>
170  </li>
171  
172  <li>
173    <span class="date">2018/05/07</span>
174    <a href="/post/2018/05/07/modeling-the-error-variance-to-account-for-heteroskedasticity/">Modeling the error variance to account for heteroskedasticity</a>
175  </li>
176  
177  <li>
178    <span class="date">2018/05/07</span>
179    <a href="/post/2018/05/07/simulating-data-from-regression-models/">Simulating data from regression models</a>
180  </li>
181  
182  <li>
183    <span class="date">2018/02/12</span>
184    <a href="/post/2018/02/12/using-binary-regression-software-to-model-ordinal-data-as-a-multivariate-glm/">Using binary regression software to model ordinal data as a multivariate GLM</a>
185  </li>
186  
187  <li>
188    <span class="date">2018/01/02</span>
189    <a href="/post/2018/01/02/using-glmer-to-perform-rasch-analysis/">Using glmer() to perform Rasch analysis</a>
190  </li>
191  
192  <li>
193    <span class="date">2017/11/16</span>
194    <a href="/post/2017/11/16/a-chi-square-test-of-close-fit-in-covariance-based-sem/">A Chi-Square test of close fit in covariance-based SEM</a>
195  </li>
196  
197  <li>
198    <span class="date">2017/10/28</span>
199    <a href="/post/2017/10/28/misspecification-and-fit-indices-in-covariance-based-sem/">Misspecification and fit indices in covariance-based SEM</a>
200  </li>
201  
202  <li>
203    <span class="date">
2032017/09/21</span>
204    <a href="/post/2017/09/21/littles-mcar-test-at-different-sample-sizes/">Little&rsquo;s MCAR test at different sample sizes</a>
205  </li>
206  
207  <li>
208    <span class="date">2017/09/21</span>
209    <a href="/post/2017/09/21/theil-sen-regression-in-r/">Theil-Sen regression in R</a>
210  </li>
211  
212  <li>
213    <span class="date">2017/09/19</span>
214    <a href="/post/2017/09/19/linear-regression-with-violation-of-heteroskedasticity-with-small-samples/">Linear regression with violation of heteroskedasticity with small samples</a>
215  </li>
216  
217  <li>
218    <span class="date">2017/08/11</span>
219    <a href="/post/2017/08/11/on-the-interpretation-of-regression-coefficients/">On the interpretation of regression coefficients</a>
220  </li>
221  
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