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<span style="font-size: 12pt;">Dear all,</span></div>
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<span style="font-size: 12pt;">Hope everyone is having a good start of the week!</span></div>
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<div style="margin: 0px; color: black; background-color: white;"><span style="font-size: 12pt; font-family: Calibri, Helvetica, sans-serif;">This Thursday 22 April </span><span style="font-size: 12pt; font-family: Calibri, Helvetica, sans-serif; background-color: white;">at
2 pm, we have </span><span style="font-size: 12pt; font-family: Calibri, Helvetica, sans-serif;">Prof Herwig Friedl (Graz University of Technology) giving a talk on</span><br>
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<p style="margin-top: 0px; margin-bottom: 0px; background-color: white;"><span style="margin: 0px; font-size: 12pt; font-family: Calibri, Helvetica, sans-serif; color: black;">"</span><span style="margin: 0px; font-size: 12pt; font-family: Calibri, Helvetica, sans-serif; color: black;"><span style="margin:0px; box-sizing:border-box"><span style="box-sizing:border-box; font-family:Calibri,Helvetica,sans-serif; font-size:12pt">Mixture
Models in Practice</span></span><span style="margin:0px; box-sizing:border-box; font-size:12pt; font-family:Calibri,Helvetica,sans-serif">.</span></span><span style="margin: 0px; font-size: 12pt; font-family: Calibri, Helvetica, sans-serif; color: black;">"</span><span style="margin: 0px; font-size: 12pt; font-family: "Times New Roman", serif; color: black;"></span></p>
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<p style="margin-top: 0px; margin-bottom: 0px; background-color: white;"><span style="margin: 0px; font-size: 12pt; font-family: Calibri, Helvetica, sans-serif; background-color: white; color: black;">Please see below for the details of the talk and how to
join the seminar online.</span><span style="margin: 0px; font-size: 12pt; font-family: "Times New Roman", serif; color: black;"></span></p>
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<p style="margin-top: 0px; margin-bottom: 0px; background-color: white;"><span style="margin: 0px; font-size: 12pt; font-family: Calibri, Helvetica, sans-serif; background-color: white; color: black;">Have a nice week, and hope to see you at the seminar on
Thursday!</span><span style="margin: 0px; font-size: 12pt; font-family: "Times New Roman", serif; color: black;"></span></p>
<p style="margin-top: 0px; margin-bottom: 0px; background-color: white;"><span style="margin: 0px; font-size: 12pt; font-family: Calibri, Helvetica, sans-serif; background-color: white; color: black;"> </span><span style="margin: 0px; font-size: 12pt; font-family: "Times New Roman", serif; color: black;"></span></p>
<p style="margin-top: 0px; margin-bottom: 0px; background-color: white;"><span style="margin: 0px; font-size: 12pt; font-family: Calibri, Helvetica, sans-serif; background-color: white; color: black;">Kind regards,</span><span style="margin: 0px; font-size: 12pt; font-family: "Times New Roman", serif; color: black;"></span></p>
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</span><span style="margin: 0px; font-size: 12pt; font-family: Calibri, Helvetica, sans-serif; background-color: white; color: black;">Jessie</span></p>
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<span style="font-size:12pt; font-family:Calibri,Helvetica,sans-serif"><b><i></i></b></span><span style="font-size: 12pt; font-family: Calibri, Helvetica, sans-serif;"><b><i>Mixture Models in Practice</i></b></span>
<div><span style="color: rgb(0, 0, 0); font-family: Calibri, Helvetica, sans-serif; font-size: 12pt; background-color: rgb(255, 255, 255); display: inline !important;">Herwig Friedl (Graz University of Technology)</span></div>
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<div><span style="font-size: 12pt; font-family: Calibri, Helvetica, sans-serif;">On the basis of two rather convincing applications of Mixture Models we will introduce into this model class. In a first study we deal with black and white C-SAM images of wafer
structures. The statistical analysis is based on the corresponding multi-modal histograms of the greyscales. The objective is to draw conclusions on both, the quality of the wafers as also on the contrast of the images. A heterogeneous mixture of gamma densities
together with a uniform component has been applied to enable such a two-fold failure analysis.</span></div>
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<div><span style="font-size: 12pt; font-family: Calibri, Helvetica, sans-serif;">Another application deals with a homogeneous mixture of Generalized Non-Linear Models to estimate the daily maximum gas consumption depending on the outside temperature. For this
purpose, we implemented flexmixNL as an extension of the well-known R package flexmix. This now allows for the analysis of such a mixture of linear exponential families in which the means are non-linearly modeled, here by a family of sigmoid functions.</span></div>
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<span style="font-size: 12pt; font-family: Calibri, Helvetica, sans-serif;">(Joint work with Peter Scheibelhofer and Sanela Omerovic)</span><span style="font-size:12pt; font-family:Calibri,Helvetica,sans-serif"></span></div>
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<span style="color: rgb(117, 123, 128); font-size: 12pt;">---</span><br>
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<p style="font: 400 small Arial; text-align: start; background-color: rgb(255, 255, 255); margin: 0px; color: rgb(35, 35, 35);">
<span style="margin: 0px; color: rgb(117, 123, 128); font-size: 10pt;">Chieh-Hsi (Jessie) Wu, PhD</span></p>
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<span style="margin: 0px; color: rgb(117, 123, 128); font-size: 10pt;">Lecturer in Statistics</span></p>
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<span style="color: rgb(117, 123, 128); font-size: 10pt;">School of Mathematics</span></p>
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<span style="margin: 0px; color: rgb(117, 123, 128); font-size: 10pt;">University of Southampton</span></p>
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