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<div id="m_7801336873117121157divRplyFwdMsg" dir="ltr"><font face="Calibri, sans-serif" style="font-size:11pt" color="#000000"><b>From:</b> Insper - Seminários Acadêmicos <<a href="mailto:seminariosacademicos@insper.edu.br" target="_blank">seminariosacademicos@insper.edu.br</a>><br>
<b>Sent:</b> Thursday, November 14, 2024 17:15<br>
<b>To:</b> Insper - Seminários Acadêmicos <<a href="mailto:seminariosacademicos@insper.edu.br" target="_blank">seminariosacademicos@insper.edu.br</a>><br>
<b>Subject:</b> Academic Seminar of Data Science with Danna Reyes - Universidad del Rosario</font>
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<p align="center" style="text-align:center"><b><span lang="EN-US" style="font-size:11.0pt;font-family:"Verdana",sans-serif">Title:</span></b><span lang="EN-US" style="font-size:11.0pt;font-family:"Verdana",sans-serif"> Innovations in
Spatial Statistics: Integrating Data Augmentation with Nearest Neighbor Gaussian Processes (NNGP)</span><span lang="EN-US" style="font-family:"Verdana",sans-serif"></span></p>
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<p><b><span style="font-family:"Verdana",sans-serif">Palestrante:</span></b><span style="font-family:"Verdana",sans-serif">
</span><span lang="EN-US" style="font-family:"Verdana",sans-serif"><a href="https://pure.urosario.edu.co/es/persons/danna-lesley-cruz-reyes" target="_blank"><span lang="PT-BR">Danna Lesley Cruz Reyes</span></a></span><span style="font-family:"Verdana",sans-serif"></span></p>
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<p><b><span style="font-family:"Verdana",sans-serif">Universidade:
</span></b><span style="font-family:"Verdana",sans-serif"> <a href="https://pure.urosario.edu.co/es/" target="_blank">Universidad del Rosario</a></span></p>
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<p style="text-align:justify;line-height:115%"><b><span lang="EN-US" style="font-size:11.0pt;line-height:115%;font-family:"Verdana",sans-serif">Abstract:</span></b><span lang="EN-US" style="font-size:11.0pt;line-height:115%;font-family:"Verdana",sans-serif"> This
event delves into the cutting-edge advancements in spatial statistics through the integration of data augmentation techniques with Nearest Neighbor Gaussian Processes (NNGP). The research focuses on how data augmentation can enhance the accuracy and efficiency
of NNGP, especially in modeling high-dimensional spatio-temporal data. NNGP is essential for analyzing large-scale spatial datasets due to its ability to reduce computational complexity while maintaining inference accuracy. By incorporating data augmentation
techniques, the underlying process representations are optimized, leading to improved generalization and predictive capabilities in applications such as epidemiological surveillance, environmental modeling, and geophysics. The event will feature discussions
on the methodological challenges and the opportunities that this integration offers for advancing spatio-temporal modeling.</span></p>
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<p style="line-height:115%"><span style="font-family:"Verdana",sans-serif"><img border="0" width="30" height="30" id="m_7801336873117121157x_Imagem_x0020_8" alt="Ã cone Data" style="width:.3125in;height:.3125in" src="cid:ii_19372a514227745b44"></span><span style="font-family:"Verdana",sans-serif"></span></p>
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<p style="line-height:115%"><span style="font-family:"Verdana",sans-serif">November 28, 2024</span></p>
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<p style="line-height:115%"><span style="font-family:"Verdana",sans-serif"><img border="0" width="30" height="31" id="m_7801336873117121157x_Imagem_x0020_7" alt="Ã cone Hora" style="width:.3125in;height:.3263in" src="cid:ii_19372a51422855d355"></span><span style="font-family:"Verdana",sans-serif"></span></p>
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<p style="line-height:115%"><span style="font-family:"Verdana",sans-serif">12pm, São Paulo, Brasil (UTC/GMT -03:00)</span></p>
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<p style="line-height:115%"><span style="font-family:"Verdana",sans-serif"><img border="0" width="30" height="30" id="m_7801336873117121157x_Imagem_x0020_6" alt="Ã cone Data" style="width:.3125in;height:.3125in" src="cid:ii_19372a514229374b66"></span><span style="font-family:"Verdana",sans-serif"></span></p>
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<p style="line-height:115%"><span lang="EN-US" style="font-family:"Verdana",sans-serif"> </span></p>
<p style="line-height:115%"><span lang="EN-US" style="font-family:"Verdana",sans-serif">Paulo Renato Souza room, 2<sup>nd</sup> floor - Building 1</span></p>
<p style="line-height:115%"><span lang="EN-US" style="font-family:"Verdana",sans-serif">The seminar will be streamed at the
</span><span style="font-family:"Verdana",sans-serif"><a href="https://zoom.us/j/95781336030" target="_blank"><span lang="EN-US">link</span></a></span><span lang="EN-US" style="font-family:"Verdana",sans-serif"></span></p>
<p style="line-height:115%"><span style="font-family:"Verdana",sans-serif;color:#232333;letter-spacing:.3pt;background:white">access password :
</span><span style="font-family:"Verdana",sans-serif;color:#232333;letter-spacing:.3pt">290524</span><span lang="EN-US" style="font-family:"Verdana",sans-serif"></span></p>
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<p>Rua Quatá, 300 - Vila Olímpia - São Paulo/SP - Brasil - CEP: 04546-042 | Tel: (11) 4504-2400</p>
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</div></div><div><br clear="all"></div><div><br></div><span class="gmail_signature_prefix">-- </span><br><div dir="ltr" class="gmail_signature" data-smartmail="gmail_signature"><div dir="ltr"><span style="color:rgb(0,0,0);font-family:Calibri,Arial,Helvetica,sans-serif,"Apple Color Emoji","Segoe UI Emoji",NotoColorEmoji,"Segoe UI Symbol","Android Emoji",EmojiSymbols;font-size:small">Hedibert Freitas Lopes, PhD</span><br style="color:rgb(0,0,0);font-family:Calibri,Arial,Helvetica,sans-serif,"Apple Color Emoji","Segoe UI Emoji",NotoColorEmoji,"Segoe UI Symbol","Android Emoji",EmojiSymbols;font-size:small"><span style="color:rgb(0,0,0);font-family:Calibri,Arial,Helvetica,sans-serif,"Apple Color Emoji","Segoe UI Emoji",NotoColorEmoji,"Segoe UI Symbol","Android Emoji",EmojiSymbols;font-size:small">Professor of Statistics and Econometrics</span><br style="color:rgb(0,0,0);font-family:Calibri,Arial,Helvetica,sans-serif,"Apple Color Emoji","Segoe UI Emoji",NotoColorEmoji,"Segoe UI Symbol","Android Emoji",EmojiSymbols;font-size:small"><span style="color:rgb(0,0,0);font-family:Calibri,Arial,Helvetica,sans-serif,"Apple Color Emoji","Segoe UI Emoji",NotoColorEmoji,"Segoe UI Symbol","Android Emoji",EmojiSymbols;font-size:small">INSPER - Institute of Education and Research</span><br style="color:rgb(0,0,0);font-family:Calibri,Arial,Helvetica,sans-serif,"Apple Color Emoji","Segoe UI Emoji",NotoColorEmoji,"Segoe UI Symbol","Android Emoji",EmojiSymbols;font-size:small"><span style="color:rgb(0,0,0);font-family:Calibri,Arial,Helvetica,sans-serif,"Apple Color Emoji","Segoe UI Emoji",NotoColorEmoji,"Segoe UI Symbol","Android Emoji",EmojiSymbols;font-size:small">Rua Quatá, 300 - São Paulo, SP 04546-042 Brazil</span><br style="color:rgb(0,0,0);font-family:Calibri,Arial,Helvetica,sans-serif,"Apple Color Emoji","Segoe UI Emoji",NotoColorEmoji,"Segoe UI Symbol","Android Emoji",EmojiSymbols;font-size:small"><span style="color:rgb(0,0,0);font-family:Calibri,Arial,Helvetica,sans-serif,"Apple Color Emoji","Segoe UI Emoji",NotoColorEmoji,"Segoe UI Symbol","Android Emoji",EmojiSymbols;font-size:small">Phone: +55 11 4504-2343</span><br style="color:rgb(0,0,0);font-family:Calibri,Arial,Helvetica,sans-serif,"Apple Color Emoji","Segoe UI Emoji",NotoColorEmoji,"Segoe UI Symbol","Android Emoji",EmojiSymbols;font-size:small"><span style="color:rgb(0,0,0);font-family:Calibri,Arial,Helvetica,sans-serif,"Apple Color Emoji","Segoe UI Emoji",NotoColorEmoji,"Segoe UI Symbol","Android Emoji",EmojiSymbols;font-size:small"><a href="http://www.hedibert.org" target="_blank">www.hedibert.org</a></span><br></div></div></div>