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class=MsoNormal><SPAN class=apple-style-span><B
style="mso-bidi-font-weight: normal"><U><SPAN
style="FONT-FAMILY: 'Arial','sans-serif'; FONT-SIZE: 14pt">Seminário Conjunto
UFSCar/ICMC – 10/06/2014 - 14h00</SPAN></U></B></SPAN><SPAN
class=apple-style-span><B style="mso-bidi-font-weight: normal"><SPAN
style="FONT-FAMILY: 'Arial','sans-serif'; FONT-SIZE: 14pt"><o:p></o:p></SPAN></B></SPAN></P>
<P style="mso-line-height-alt: 13.5pt"><SPAN class=apple-style-span><B
style="mso-bidi-font-weight: normal"><SPAN
style="FONT-FAMILY: 'Arial','sans-serif'; FONT-SIZE: 14pt">LOCAL:
</SPAN></B></SPAN><B style="mso-bidi-font-weight: normal"><SPAN
style="FONT-FAMILY: 'Arial','sans-serif'; FONT-SIZE: 14pt">ICMC-USP
</SPAN></B><SPAN
style="FONT-FAMILY: 'Tahoma','sans-serif'; FONT-SIZE: 14pt"><o:p></o:p></SPAN></P>
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class=MsoNormal><SPAN class=apple-style-span><B
style="mso-bidi-font-weight: normal"><SPAN
style="FONT-FAMILY: 'Arial','sans-serif'; FONT-SIZE: 14pt">TÍTULO</SPAN></B></SPAN><B
style="mso-bidi-font-weight: normal"><SPAN
style="FONT-FAMILY: 'Arial','sans-serif'; FONT-SIZE: 14pt">: </SPAN></B><B
style="mso-bidi-font-weight: normal"><SPAN
style="FONT-FAMILY: 'Arial','sans-serif'; COLOR: black; FONT-SIZE: 14pt; mso-ansi-language: en-us"
lang=EN-US>Robust Linear Functional Mixed Models</SPAN></B><SPAN
style="FONT-FAMILY: myriadroman; COLOR: #001f46; FONT-SIZE: 14pt; mso-bidi-font-family: tahoma; mso-font-kerning: 18.0pt"><o:p></o:p></SPAN></P>
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style="mso-bidi-font-weight: normal"><SPAN
style="FONT-FAMILY: 'Arial','sans-serif'; FONT-SIZE: 14pt"></SPAN></B></SPAN> </P>
<P style="MARGIN: 0cm 0cm 0pt" class=MsoNormal><SPAN class=apple-style-span><B
style="mso-bidi-font-weight: normal"><SPAN
style="FONT-FAMILY: 'Arial','sans-serif'; FONT-SIZE: 14pt">PALESTRANTE</SPAN></B></SPAN><B
style="mso-bidi-font-weight: normal"><SPAN
style="FONT-FAMILY: 'Arial','sans-serif'; FONT-SIZE: 14pt">: <SPAN
style="COLOR: black">Marco Riquelme - Universidad Católica del Maule, Talca,
Chile</SPAN></SPAN></B><SPAN style="FONT-SIZE: 14pt"><o:p></o:p></SPAN></P>
<P style="TEXT-ALIGN: justify; MARGIN: 0cm 0cm 0pt" class=MsoNormal><SPAN
class=apple-style-span><B style="mso-bidi-font-weight: normal"><SPAN
style="FONT-FAMILY: 'Arial','sans-serif'; FONT-SIZE: 14pt"><o:p></o:p></SPAN></B></SPAN> </P>
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class=apple-style-span><B style="mso-bidi-font-weight: normal"><SPAN
style="FONT-FAMILY: 'Arial','sans-serif'; FONT-SIZE: 14pt">RESUMO</SPAN></B></SPAN><B
style="mso-bidi-font-weight: normal"><SPAN
style="TEXT-TRANSFORM: uppercase; FONT-FAMILY: 'Arial','sans-serif'; FONT-SIZE: 14pt">:
</SPAN></B><SPAN style="FONT-SIZE: 14pt"><BR><BR></SPAN><SPAN
style="FONT-FAMILY: 'Arial','sans-serif'; FONT-SIZE: 14pt; mso-ansi-language: en-us"
lang=EN-US>In this work we propose a linear functional model with normal random
effects and elliptical errors extending standard normal models considered
previously. The corrected score approach (Nakamura, 1990) is used for parameter
estimation and the resulting estimators are shown to be consistent and
asymptotically normal. The local influence approach (Cook, 1986) is used for
assessing influence of small perturbations on parameter estimates. A simulation
study is presented illustrating the good performance of the proposed approach,
including the robustness property for the heavier tail
models.<o:p></o:p></SPAN></P>
<P
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class=MsoNormal><SPAN
style="FONT-FAMILY: 'Arial','sans-serif'; FONT-SIZE: 14pt; mso-ansi-language: en-us"
lang=EN-US>(Work in joint<SPAN style="mso-spacerun: yes"> </SPAN>with
Heleno Bolfarine and Manuel Galea)</SPAN><SPAN
style="FONT-FAMILY: 'Arial','sans-serif'; COLOR: black; FONT-SIZE: 14pt"><o:p></o:p></SPAN></P></FONT></DIV>
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