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            \(\def\loading{......LOADING......Please Wait......} \def\RR{\bf R} \def\real{\mathbb{R}} \def\bold#1{\bf #1} \def\d{\mbox{Cord}} \def\hd{\widehat \mbox{Cord}} \DeclareMathOperator{\cov}{cov} \DeclareMathOperator{\var}{var} \DeclareMathOperator{\cor}{cor} \newcommand{\ac}[1]{\left\{#1\right\}} \DeclareMathOperator{\Ex}{\mathbb{E}} \DeclareMathOperator{\diag}{diag}  \newcommand{\bm}[1]{\boldsymbol{#1}} \def\wait{......LOADING......Please Wait......}\)


                <section>
                <h2><strong>Covariate Assisted Principal (<highlight>CAP</highlight>) Regression for   Matrix Outcomes</strong></h2>
                <br>
                <h3>Xi (Rossi) <strong>LUO</strong></h3>
                <br>
                <div width="100%">
                    <p class="inlinemiddle" style="display: inline-block; text-align: right; width:43%; vertical-align: middle;">
                        <medium><strong>University of Texas</strong>
                            <br> Health Science Center
                            <br> School of Public Health
                            <br> Dept of Biostatistics
                            <br> and Data Science
                            <br> ABCD Research Group</medium>
                    </p> <img class="noborder inlinemiddle" style="display: inline-block;
                          vertical-align: middle;" src="Media/ABCDgroup/abcdLogo2_BannerBigComplexDataCom.png" height="210px">
                </div>
                <br>
                <p>
                    <medium><strong>ICSA Workshop, Xishuangbana, Yunan, CHINA</strong>
                        <br>January 13, 2019</medium>
                </p>
                <p>
                    <small> Funding: NIH R01EB022911, P20GM103645, P01AA019072, P30AI042853; NSF/DMS (BD2K) 1557467</small>
                </p>
            </section>





            <section>
                <h2>Co-Authors</h2>

                <div style="display:block;">
                     <div class="fbox"> <img src="./Media/Personnel/YiZhao17.jpg" style="border-radius: 50%" alt="<NAME>" width="200" height="200">
                        <p class="fbox"><NAME>
                            <br>
                            <small>Johns Hopkins Biostat</small></p>
                    </div>
                    <span style="display:inline-block; width: 50px;"></span>
                    <div class="fbox"> <img src="./Media/Personnel/BingkaiWang.jpg" style="border-radius: 50%" alt="<NAME>" width="200" height="200">
                        <p class="fbox"><NAME>
                            <br>
                            <small>Johns Hopkins Biostat</small> </p>
                    </div>
                 </div>
                 <p></p>
                <p></p>
                <div style="display:block;">
                    <div class="fbox"> <img src="./Media/Personnel/stewartmostofsky.jpg" style="border-radius: 50%" alt="B Sandstede" width="200" height="200">
                        <p class="fbox"><medium><NAME></medium>
                            <br>
                            <small>Johns Hopkins Medicine</small> </p>
                    </div>
                    <span style="display:inline-block; width: 50px;"></span>
                    <div class="fbox"> <img src="./Media/Personnel/briancaffo.jpg" style="border-radius: 50%" alt="B Sandstede" width="200" height="200">
                        <p class="fbox"><NAME>
                            <br>
                            <small>Johns Hopkins Biostat</small> </p>
                    </div>
                </div>

            </section>

            <section>
                <h1>Slides viewable on web: <br>
<emph>bit.ly</emph>/<highlight>bigdia18</highlight>
                </h1>
            </section>

            <!--            <div class="source">NSF</div>-->





           <section data-state="flaticon">
               <h2>Motivating Example</h2>
               <img src="Media/Network/brainNetworkbyAge.png" alt="">
                <p></p>
                <p>Brain network connections vary by covariates (e.g. age/sex)</p>
                <br>
                <p><emph>Goal</emph>:  model  how covariates change  network connections</p>
                <style>
                    .flaticon credit:after {
                        content: "Image source: flaticon.com";
                    }
                </style>
           </section>


            <section>
                $$\textrm{function}(\textbf{graph}) = \textbf{age}\times \beta_1 +  \textbf{sex}\times \beta_2 + \cdots $$
            </section><commit_msg>add bit.ly slides<commit_after><!doctype html>
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<head>
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    <title>CAP Regression</title>
    <meta name="description" content="Analytics for Big and Complex Data Group">
    <meta name="author" content="<NAME>) LUO">
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        <!-- Any section element inside of this container is displayed as a slide -->
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            \(\def\loading{......LOADING......Please Wait......} \def\RR{\bf R} \def\real{\mathbb{R}} \def\bold#1{\bf #1} \def\d{\mbox{Cord}} \def\hd{\widehat \mbox{Cord}} \DeclareMathOperator{\cov}{cov} \DeclareMathOperator{\var}{var} \DeclareMathOperator{\cor}{cor} \newcommand{\ac}[1]{\left\{#1\right\}} \DeclareMathOperator{\Ex}{\mathbb{E}} \DeclareMathOperator{\diag}{diag}  \newcommand{\bm}[1]{\boldsymbol{#1}} \def\wait{......LOADING......Please Wait......}\)


                <section>
                <h2><strong>Covariate Assisted Principal (<highlight>CAP</highlight>) Regression for   Matrix Outcomes</strong></h2>
                <br>
                <h3>Xi (Rossi) <strong>LUO</strong></h3>
                <br>
                <div width="100%">
                    <p class="inlinemiddle" style="display: inline-block; text-align: right; width:43%; vertical-align: middle;">
                        <medium><strong>University of Texas</strong>
                            <br> Health Science Center
                            <br> School of Public Health
                            <br> Dept of Biostatistics
                            <br> and Data Science
                            <br> ABCD Research Group</medium>
                    </p> <img class="noborder inlinemiddle" style="display: inline-block;
                          vertical-align: middle;" src="Media/ABCDgroup/abcdLogo2_BannerBigComplexDataCom.png" height="210px">
                </div>
                <br>
                <p>
                    <medium><strong>ICSA Workshop, Xishuangbana, Yunan, CHINA</strong>
                        <br>January 13, 2019</medium>
                </p>
                <p>
                    <small> Funding: NIH R01EB022911, P20GM103645, P01AA019072, P30AI042853; NSF/DMS (BD2K) 1557467</small>
                </p>
            </section>





            <section>
                <h2>Co-Authors</h2>

                <div style="display:block;">
                     <div class="fbox"> <img src="./Media/Personnel/YiZhao17.jpg" style="border-radius: 50%" alt="<NAME>" width="200" height="200">
                        <p class="fbox"><NAME>
                            <br>
                            <small>Johns Hopkins Biostat</small></p>
                    </div>
                    <span style="display:inline-block; width: 50px;"></span>
                    <div class="fbox"> <img src="./Media/Personnel/BingkaiWang.jpg" style="border-radius: 50%" alt="B Sandstede" width="200" height="200">
                        <p class="fbox"><NAME>
                            <br>
                            <small>Johns Hopkins Biostat</small> </p>
                    </div>
                 </div>
                 <p></p>
                <p></p>
                <div style="display:block;">
                    <div class="fbox"> <img src="./Media/Personnel/stewartmostofsky.jpg" style="border-radius: 50%" alt="B Sandstede" width="200" height="200">
                        <p class="fbox"><medium>Stewart Mostofsky</medium>
                            <br>
                            <small>Johns Hopkins Medicine</small> </p>
                    </div>
                    <span style="display:inline-block; width: 50px;"></span>
                    <div class="fbox"> <img src="./Media/Personnel/briancaffo.jpg" style="border-radius: 50%" alt="<NAME>" width="200" height="200">
                        <p class="fbox"><NAME>
                            <br>
                            <small>Johns Hopkins Biostat</small> </p>
                    </div>
                </div>

            </section>

            <section>
                <h1>Slides viewable on web: <br>
<emph>bit.ly</emph>/<highlight>icsa19</highlight>
                </h1>
            </section>

            <!--            <div class="source">NSF</div>-->





           <section data-state="flaticon">
               <h2>Motivating Example</h2>
               <img src="Media/Network/brainNetworkbyAge.png" alt="">
                <p></p>
                <p>Brain network connections vary by covariates (e.g. age/sex)</p>
                <br>
                <p><emph>Goal</emph>:  model  how covariates change  network connections</p>
                <style>
                    .flaticon credit:after {
                        content: "Image source: flaticon.com";
                    }
                </style>
           </section>


            <section>
                $$\textrm{function}(\textbf{graph}) = \textbf{age}\times \beta_1 +  \textbf{sex}\times \beta_2 + \cdots $$
            </section>
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