<?xml version="1.0" encoding="UTF-8"?><worksheet version="1.0.4" xmlns="http://schemas.mathsoft.com/worksheet10" xmlns:ml="http://schemas.mathsoft.com/math10" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:u="http://schemas.mathsoft.com/units10"><metadata><generator>Mathcad Professional 12.0</generator><userData><title /><description /><author>Mathsoft Engineering &amp; Education, Inc.</author><company>Mathsoft Engineering &amp; Education, Inc.</company><keywords /><revisedBy /></userData><identityInfo><revision>1</revision><documentID>00000000-0000-0000-0000-000000000000</documentID><versionID>00000000-0000-0000-0000-000000000000</versionID><parentVersionID>00000000-0000-0000-0000-000000000000</parentVersionID><branchID>00000000-0000-0000-0000-000000000000</branchID></identityInfo></metadata><settings><presentation><textRendering><textStyles><textStyle name="Normal"><blockAttr margin-left="0" margin-right="0" text-indent="0" text-align="left" list-style-type="none" tabs="inherit" /><inlineAttr font-family="Verdana" font-charset="0" font-size="10" font-weight="normal" font-style="normal" underline="false" line-through="false" vertical-align="baseline" color="#000" /></textStyle><textStyle name="Titre 1"><blockAttr margin-left="0" margin-right="0" text-indent="inherit" text-align="left" list-style-type="inherit" tabs="inherit" /><inlineAttr font-family="Arial" font-charset="0" font-size="14" font-weight="bold" font-style="normal" underline="false" line-through="false" vertical-align="baseline" color="inherit" /></textStyle><textStyle name="Titre 2"><blockAttr margin-left="0" margin-right="0" text-indent="inherit" text-align="left" list-style-type="inherit" tabs="inherit" /><inlineAttr font-family="Arial" font-charset="0" font-size="12" font-weight="bold" font-style="italic" underline="false" line-through="false" vertical-align="baseline" color="inherit" /></textStyle><textStyle name="Titre 3"><blockAttr margin-left="0" margin-right="0" text-indent="inherit" text-align="left" list-style-type="inherit" tabs="inherit" /><inlineAttr font-family="Arial" font-charset="0" font-size="12" font-weight="normal" font-style="normal" underline="false" line-through="false" vertical-align="baseline" color="inherit" /></textStyle><textStyle name="Paragraphe"><blockAttr margin-left="0" margin-right="0" text-indent="21" text-align="left" list-style-type="inherit" tabs="inherit" /><inlineAttr font-family="Arial" font-charset="0" font-size="10" font-weight="normal" font-style="normal" underline="false" line-through="false" vertical-align="baseline" color="inherit" /></textStyle><textStyle name="Liste"><blockAttr margin-left="14.25" margin-right="0" text-indent="-14.25" text-align="left" list-style-type="inherit" tabs="inherit" /><inlineAttr font-family="Arial" font-charset="0" font-size="10" font-weight="normal" font-style="normal" underline="false" line-through="false" vertical-align="baseline" color="inherit" /></textStyle><textStyle name="Retrait"><blockAttr margin-left="108" margin-right="0" text-indent="inherit" text-align="left" list-style-type="inherit" tabs="inherit" /><inlineAttr font-family="Arial" font-charset="0" font-size="10" font-weight="normal" font-style="normal" underline="false" line-through="false" vertical-align="baseline" color="inherit" /></textStyle><textStyle name="Titre"><blockAttr margin-left="0" margin-right="0" text-indent="0" text-align="center" list-style-type="none" tabs="inherit" /><inlineAttr font-family="Arial" font-charset="0" font-size="11" font-weight="bold" font-style="normal" underline="false" line-through="false" vertical-align="baseline" color="#808000" /></textStyle><textStyle name="Sous-titre" base-style="Titre"><blockAttr margin-left="0" margin-right="0" text-indent="0" text-align="center" list-style-type="none" tabs="inherit" /><inlineAttr font-family="Arial" font-charset="0" font-size="12" font-weight="normal" font-style="normal" underline="false" line-through="false" vertical-align="baseline" color="#800000" /></textStyle><textStyle name="functions" base-style="Normal"><blockAttr margin-left="0" margin-right="0" text-indent="0" text-align="left" list-style-type="none" tabs="inherit" /><inlineAttr font-family="Times New Roman" font-charset="0" font-size="11" font-weight="bold" font-style="normal" underline="false" line-through="false" vertical-align="baseline" color="#800000" /></textStyle><textStyle name="subsubtitle" base-style="Sous-titre"><blockAttr margin-left="0" margin-right="0" text-indent="0" text-align="center" list-style-type="none" tabs="inherit" /><inlineAttr font-family="Times New Roman" font-charset="0" font-size="11" font-weight="bold" font-style="normal" underline="false" line-through="false" vertical-align="baseline" color="#800000" /></textStyle></textStyles></textRendering><mathRendering equation-color="#000"><operators multiplication="narrow-dot" derivative="derivative" literal-subscript="large" definition="colon-equal" global-definition="triple-equal" local-definition="left-arrow" equality="bold-equal" /><mathStyles><mathStyle name="Variables" font-family="Times New Roman" font-charset="0" font-size="10" font-weight="normal" font-style="normal" underline="false" color="inherit" /><mathStyle name="Constantes" font-family="Times New Roman" font-charset="0" font-size="10" font-weight="normal" font-style="normal" underline="false" color="inherit" /><mathStyle name="Utilisateur 1" font-family="Arial" font-charset="0" font-size="10" font-weight="normal" font-style="normal" underline="false" color="inherit" /><mathStyle name="Utilisateur 2" font-family="Courier New" font-charset="0" font-size="10" font-weight="normal" font-style="normal" underline="false" color="inherit" /><mathStyle name="Utilisateur 3" font-family="Arial" font-charset="0" font-size="10" font-weight="bold" font-style="normal" underline="false" color="inherit" /><mathStyle name="Utilisateur 4" font-family="Times New Roman" font-charset="0" font-size="10" font-weight="normal" font-style="italic" underline="false" color="inherit" /><mathStyle name="Utilisateur 5" font-family="Times New Roman" font-charset="0" font-size="10" font-weight="normal" font-style="normal" underline="false" color="inherit" /><mathStyle name="Utilisateur 6" font-family="Arial" font-charset="0" font-size="10" font-weight="normal" font-style="normal" underline="false" color="inherit" /><mathStyle name="Utilisateur 7" font-family="Times New Roman" font-charset="0" font-size="10" font-weight="normal" font-style="normal" underline="false" color="inherit" /><mathStyle name="Math Text Font" font-family="Times New Roman" font-charset="0" font-size="14" font-weight="normal" font-style="normal" underline="false" color="inherit" /></mathStyles><dimensionNames mass="mass" length="length" time="time" current="current" temperature="temperature" luminosity="luminosity" substance="substance" /><symbolics derivation-steps-style="vertical-insert" show-comments="false" evaluate-in-place="false" /><results><general radix="dec" complex-threshold="10" imaginary-value="i" zero-threshold="15" precision="3" show-trailing-zeros="false" exponential-threshold="4" /><matrix display-style="auto" expand-nested-arrays="false" /><unit format-units="true" simplify-units="true" /></results></mathRendering><pageModel show-page-frame="false" show-header-frame="false" show-footer-frame="false" header-footer-start-page="1" paper-code="1" orientation="portrait" page-width="612" page-height="792"><margins left="86.4" right="86.4" top="86.4" bottom="86.4" /><header use-full-page-width="false" /><footer use-full-page-width="false" /></pageModel><colorModel background-color="#fff" default-highlight-color="#ffff80" /></presentation><calculation><builtInVariables array-origin="0" convergence-tolerance="0.001" constraint-tolerance="0.001" random-seed="1" prn-precision="4" prn-col-width="8" /><calculationBehavior automatic-recalculation="true" matrix-strict-singularity-check="true" optimize-expressions="false" exact-boolean="false" strings-use-origin="false" /><units unit-system="si" /></calculation><editor protection-level="none" view-annotations="false" view-regions="false"><ruler is-visible="false" ruler-unit="in"><tabs><tab show-guide="true" position="36" /></tabs></ruler><plotTemplate><xy item-idref="1" /></plotTemplate><grid granularity-x="6" granularity-y="6" /></editor><fileFormat image-type="image/png" image-quality="75" save-numeric-results="false" save-text-images="false" /><miscellaneous><handbook handbook-region-tag-ub="796" can-delete-original-handbook-regions="true" can-delete-user-regions="true" can-print="true" can-copy="true" can-save="true" file-permission-mask="4294967295" /></miscellaneous></settings><regions><region region-id="12" left="6" top="6" width="237" height="34.5" align-x="6" align-y="6" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><png item-idref="2" /><link href="./dataTOC.xmcd" title="Links to Table of Contents" popup="false" /><rendering item-idref="3" /></region><region region-id="681" left="36" top="78.75" width="177" height="14.25" align-x="36" align-y="90" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Titre" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit"><f family="Arial" charset="0" size="12"><u><inlineAttr line-through="false"><c val="#808000">PRECONDITIONING DATA<sp count="9" /></c></inlineAttr></u></f></p></text><indexes><phrase>preconditioning data   </phrase></indexes></region><region region-id="652" left="36" top="126.75" width="158.25" height="13.5" align-x="36" align-y="138" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Sous-titre" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">Outlier Detection and Removal</p></text><link href="./outlier.xmcd" title="Links to section" popup="false" /><indexes><phrase>outlier detection and removal</phrase></indexes></region><region region-id="684" left="54" top="140.25" width="200.25" height="12" align-x="54" align-y="150" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Normal" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">Grubbs, GrubbsClassic, ThreeSigma, trim</p></text><indexes><phrase>Grubbs</phrase><phrase>GrubbsClassic</phrase><phrase>ThreeSigma</phrase></indexes></region><region region-id="718" left="36" top="162.75" width="147.75" height="13.5" align-x="36" align-y="174" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Sous-titre" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">NaN Detection and Removal</p></text><link href="./NaN.xmcd" title="Links to section" popup="false" /><indexes><phrase>NaN detection and removal</phrase></indexes></region><region region-id="738" left="54" top="176.25" width="216.75" height="12" align-x="54" align-y="186" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Normal" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">NaN, markNaN, IsNaN, filterNaN, matchNaN </p></text><indexes><phrase>IsNaN</phrase><phrase>markNaN</phrase><phrase>matchNaN</phrase><phrase>filterNaN</phrase></indexes></region><region region-id="795" left="36" top="198.75" width="142.5" height="13.5" align-x="51.75" align-y="210" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Sous-titre" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">Scaling and Transformation</p></text><link href="./scale.xmcd" title="Links to section" popup="false" /><indexes><phrase>scaling and transformation</phrase></indexes></region><region region-id="796" left="54" top="212.25" width="27" height="12" align-x="54" align-y="222" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Normal" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">Scale</p></text><indexes><phrase>Scale</phrase></indexes></region><region region-id="752" left="36" top="234.75" width="156" height="13.5" align-x="36" align-y="246" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Sous-titre" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">Principal Component Analysis</p></text><link href="./PCA.xmcd" title="Links to section" popup="false" /><indexes><phrase>principal component analysis</phrase></indexes></region><region region-id="790" left="54" top="248.25" width="216.75" height="24" align-x="54" align-y="258" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Normal" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">Nipals, Nipals2, loadings, scores, PCAeigenvals, PCAvariances</p></text><indexes><phrase>Nipals</phrase><phrase>Nipals2</phrase><phrase>loadings</phrase><phrase>scores</phrase><phrase>PCAeigenvals</phrase><phrase>PCAvariances</phrase></indexes></region><region region-id="793" left="36" top="282.75" width="56.25" height="13.5" align-x="50.25" align-y="294" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Sous-titre" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">Smoothing</p></text><link href="./smooth.xmcd" title="Links to section" popup="false" /><indexes><phrase>smoothing</phrase></indexes></region><region region-id="794" left="54" top="296.25" width="216" height="12" align-x="54" align-y="306" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Normal" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">medsmooth, Vsmooth, ksmooth, supsmooth</p></text><indexes><phrase>medsmooth</phrase><phrase>supsmooth</phrase><phrase>ksmooth</phrase></indexes></region><region region-id="782" left="36" top="318.75" width="132" height="13.5" align-x="50.25" align-y="330" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Sous-titre" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">Smoothing by Windowing</p></text><link href="./filtering.xmcd" title="Links to section" popup="false" /><indexes><phrase>smoothing by windowing</phrase></indexes></region><region region-id="783" left="54" top="332.25" width="45.75" height="12" align-x="63.75" align-y="342" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Normal" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">cfft, icfft</p></text><indexes><phrase>FFTs</phrase></indexes></region><region region-id="784" left="36" top="354.75" width="120" height="13.5" align-x="36" align-y="366" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Sous-titre" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">Exponential Smoothing</p></text><link href="./expsmooth.xmcd" title="Links to section" popup="false" /><indexes><phrase>exponential smoothing</phrase></indexes></region><region region-id="785" left="36" top="378.75" width="129.75" height="13.5" align-x="36" align-y="390" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Sous-titre" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">Moving Average Filtering</p></text><link href="./movavg.xmcd" title="Links to section" popup="false" /><indexes><phrase>moving average filtering</phrase></indexes></region><region region-id="771" left="36" top="402.75" width="89.25" height="13.5" align-x="36" align-y="414" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Sous-titre" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">Linear Prediction</p></text><link href="./predict.xmcd" title="Links to section" popup="false" /><indexes><phrase>linear prediction</phrase></indexes></region><region region-id="772" left="54" top="416.25" width="34.5" height="12" align-x="54" align-y="426" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Normal" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">predict</p></text><indexes><phrase>predict</phrase></indexes></region><region region-id="774" left="36" top="432.75" width="114" height="13.5" align-x="36" align-y="444" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Sous-titre" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">Parametric Prediction</p></text><link href="./genfit_predict.xmcd" title="Links to section" popup="false" /><indexes><phrase>parametric prediction</phrase></indexes></region><region region-id="775" left="54" top="446.25" width="28.5" height="12" align-x="54" align-y="456" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><text use-page-width="false" push-down="false" lock-width="true"><p style="Normal" margin-left="inherit" margin-right="inherit" text-indent="inherit" text-align="inherit" list-style-type="inherit" tabs="inherit">genfit</p></text><indexes><phrase>genfit</phrase></indexes></region><region region-id="773" left="6" top="468" width="427.5" height="5.25" align-x="6" align-y="468" show-border="false" show-highlight="false" is-protected="true" background-color="inherit" tag=""><png item-idref="4" /><rendering item-idref="5" /></region></regions><binaryContent><item item-id="1" content-encoding="gzip">H4sIAAAAAAAA/4zMuw6CMBgF4P5tuYoyOf8mLjZh4hmIk4mPQErFW0I0yODb66HgbpvTy9fm
ZEIIQhyS+rPCmp/K+tLb57U+P/rODlqMY4sknis7WE9ih8SdOzb31g0TNdMm5AaLmvvXY6s/
j7fUvm+vva+W/m+BHGj+O40PpqDif/2VR0NvXVtW05PxzjmRkcSSjJKsyGjFmgxpDuABh/CQ
I7jgGE6cwCWncMULuOYMHvASHvIKPpYaTfwFAAD//wMAWrX/UEMBAAA=</item><item item-id="2">iVBORw0KGgoAAAANSUhEUgAAAToAAAAsCAIAAAB62OM5AAAAAXNSR0IArs4c6QAAAARnQU1B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=</item><item item-id="3">iVBORw0KGgoAAAANSUhEUgAAATwAAAAuCAIAAAA6DjJ1AAAAAXNSR0IArs4c6QAAAARnQU1B
AACxjwv8YQUAAAAgY0hSTQAAeiYAAICEAAD6AAAAgOgAAHUwAADqYAAAOpgAABdwnLpRPAAA
DTpJREFUeF7tnf2PVkcVx+s/a4wpLvQlVqgt5WUpXRDKFrKU2hfWSmEtLRshsrZQCqS79TG4
0ZpgTcVo1ZqoJJrQ3/CzfsnJyczceebeh/u8yJDJ5t6555w5c+75zjlz7jztN+7fv/9Y/Vct
UC0wQxYAtPVftUC1wAxZ4LEZ0rWqWi1QLbCVGlcrVAtUC8yWBSpoZ+t9VW2rBWqkrT5QLTBr
FqiRdtbeWNX3kbdABe0j7wLVALNmgS3Q7tuzr7ZqgWqBiVjg9Funz509t7G+cfdfdwtXjwra
umBVC0yLBU69emrzV5tDoVtBOy0vbCLLfB10Ci2weGzxzp07GehW0FbQVgtMowVWL6zeu3cv
Cd0K2ml8YVO4/FeVxm8BsuUkbmcPtH9c3Hb/5DeXX3x2/EZsNeIoer5z5shgcJK/rUZ8pIj7
NhH2p03cpEncVtD2FWkraHv1+EcEtNgwxu00gnZx/+6Pf/D06sL3km99FDD06kaB8FH0HNEj
33j9EBIOLxwY53zHPNaIJhqq7YnjB2lDycZDwP7Wb26nEbSkviTAOH0FbTefWFt7hdRuenyu
2yzyXH2Dtg+dR5Hp68kVtP+H6XEF7SjwmE5evgNZsG0BWgKgWjwrElo94mLonE0OF4f27onp
W0XaU/PPdRs6r6eJbTspm1F5enzs6ItKxiyhzYQRaERMgzE5i0LQHjyw30R1CMueF1FD37sf
Lk9fotgokbZEftN0RuEdaqI8gZ27aAStIQcv3Dy6g3zVN3rknSsHd9098W3/iFs64+GBwd+O
Px7I4RZ6drCi16BNTWQGho0jT3699K1gaBPlFWBocQUNfQJVmdTtY3MxJQPZlL1kFqmYHrE2
Yr7Kjeetry+pUKl2/fqJHy0fTnpkTCyWC++/bBgQXJONR6b5qZMLDBSTQdO0EBgvBMlREIhY
bxxQzRCSGbMkxypXzJsIizHQpYvHYq9jjdM0ZSK4khO/euV4sGzF1eNy3hHB2cRORUrBdjho
hTRcEzzQ8F1BBRhQK+ICAvCjp5DpaYxb9fMXYgu2a4e+K8zTia7ydY0IJde+qTQl+IkmGFpg
Q8MAsRqagUxPLmwF8aoaAhFCv/RkXBvUSwbhUh753j500qNHGdDK7Wh4DNdqXKsn+ORDbckg
yrWiHBcCA/RS7N2fHKVHCwGdXFvjkWjMj3mEu0sUaAH8cMGbr2DJ6fmLthZsEa5BPW4FWtTg
EQ1QaY4QmxBvz1aKedAGyPQyZTfZx2zIxM3gXKCYbOtxG4C2FW9PoEWszicPAa18HSwlYcDT
uMYLsbg8i0IorhznwwQrPTL6kvQY+kArYV649Y+UJgCq2JSCqH8k9iTSBEIvmRVHmseaGPgz
oJWXG5ZMPfMP/51W4Ex+uRUAfITMp8dydx94bWjhFiQ3uZ1wiOZxfiu1fbgTsTAT0HMrtT1O
WikWJCMCHjoEmmtGMrJo6IlnB0GgfADaVrz9gXZjY6MItEm3I1Ip0CX1UxDz+1v5d1NBOMBD
CWgVmeMmiDKcPWqK/BBoIFtfDPOFkoXMpCZaiTKR1hw6ubuTQ8egTe48Y6SVgDaJ/xh4gSks
441NpHAHnu2RzTEZuoUTr0ZmmxorFhCLIF6J/NKQWfiUs/gFNABtK97+QLtydmU4aH0A9KqQ
CTf5K2TlNRjJDOhLQJvcNiNKitnO1sCTrJDpg3ByGxzbPZC8lav8L/Y2fU/Op8dyMlwq+YKF
wySuYvrY1wsLUbGoDCZLHDFwdEuPk7ytKkmxYgE7a58yF79AWNosBWSWZKSNNUyCtpC3xFbd
aJbfWh4O2qbYGHuwV6IJtIAEFxdOdHxCiWUH0DalnYFiVtkqtxEJPCuCKUnQ1ljxlPOxNL9y
ZVJBxko6tOqWfjOmwNsNtPCq4qXGXlTymzJnb0BScZ3fUONaUEmCNpmHN82R/kLF4lnHGUcQ
flWvAttxFj0UtK14y52tA+X4QAsSkvVb5cxKpw2HJZG2J9Aq7Y8bYVPJsA/L4wQtfhbUmYUQ
YrW2W4W5NF4C5JIVVOTL75tgBi/AbipQK92lmSPml4AYda0Ui9lZd7R/NgUCGKO8KnxBoxMb
5qvHrXg7QLGcZXygVZiKvwaBvbhmMynQWlgmBfAFM9IB6T8p0BLHhFg81ad/eLl8txVo5bi4
qa9dIdbWhQxohUwk+CoxDs2t4aEzaFsplkxGggw5LtGhG6rCC56trm5LmJ9UsABpUoW85Qjs
QDk+0Oa3f6oVTTzSqogVfDEys04w0uY3wK0irW3zksUhJYEZ0Mq/k+klS8AokbatYknQak1R
9TsujGUQIhv6KJ0EbVJCzNsBiuUs4wNtq0wyGWklId4AB7NtVYiC1yumBL6pLhXvaZXV+0q1
VyZYiQI9lcv5WqsnCHDYdgMcF6Ksxyq6SS8ZuqeVKzcdnxoFtG0VS4JWC4fKe3HBWfvw5OmR
ePRgLq14yxHYgXJaQFuyp+0GWoNlU7W5HLTa7npIK/YmI/PQTz4Wl5IRL/jkkwdt/O2kM2i1
lGQibQa0JMn9gXb9/Z1/H+zyijUVny0l1obWJwWZzzZDQdvEe+Lw7t9ceurzwUt+M98BiuUs
4wOtHauKldMnXJ8e63upP4nhP6jmq7JxPBS04IrPdehEl33WEizJ5GNKFFDk9KA19vhwhR38
zByukHvFXxHiwxXCEi1GON5m212zbZwwayzYDVpxistT7SozoBVBrPObx5//8KcPlOy2p80r
9vsbuwtBqwzfDl15i2XKbFr4/Be4YAFq4n3t5ef+eXPuzmDrrEg58EahHB9orcYDeu1rCp6t
vW78SdP6IbYzxsHZ4+TMY9Da0Do/bKNbAcw+tILVzIFHqeRBC72dhbRjjGhbeIxR7qWtFE6j
zydNxxjVrwKvfWtRZ3wSw595hFhRwqBoZV47VwiNcC5RGdDa8uGPXqLSv3+x46tPd2r56AZa
uFop1hRptZVNHpP0J7TMhgxqJTRfgU9mDXpZnndw7dB/BjsArecdBZNDeccHWlQBPPEPBnRk
Pw6e8RF/O3jUNtJq6OQHJzqDSJj8AYB+0pD8NJ38NQViC38wAG6Dry/cavuEf3g/IBCBjeCr
D7dyoIDYA0DOBw790StY4q8+yPfp8elXvn/xjWdo51/befTgC8h8aX4Pt9ffffbjq4vI/O3g
CM56e3CIv3fXt3+xtp0LGjTyvDdfnf9icOCza1tcSDN35Pbs0q4LKwsQf3rpef/o8vkDn3+y
V3Lg3Rw8OA5x+Z3d9NhqAguMYidBlWSCHpJR9dbVebFffC881cgEb149ylMSWoRrIK5lSYTA
znyRIwmauNrbrx/47PoWvWZ9a7C1wGEEFizUMPvAi6GGYq8zQQ60nYXmGfFy+7VA8nd5nt1+
8TeUslBbGzqTtUqUUZb82NDTd1DVfm039Bc2DBT/ji8zdx3ob/oBQGbcX55/4ssPHv/16g4u
/nD5O1wDCQa6duZprvHLIwt7/3xl7quPtv34h/tEDBkXaoKQdSKHa/XTuL59cU5i1X6+vHXs
FLFi2bzwJBtFhP/pgzkBQEOIXde+aZkQu8YCSATAL69u96gzbEMg5dX+emWbdGMsaWUT51YS
WBpsRHH97mdPYNvlpRdkEGiYhV0XOmQHsgmAtoOWlWXMFsBNcb5Pzj2lcXULXM2tceXAQT0m
xSV4WxjUrQAgZGoVACcAWIAUGi3wEo0VOT1opYxhCWItAQZaBlpanCcGEif/8uE2C/tmQ60m
powE6hZt0UEzpUm4B6QWFyilMxeSplQiNkIfL66Ctq//bEUfb2tsMuWIuK/SY0Uwi5PyTkHF
8sDYX4VAk6BbATUgtigqYNu4gNbipNGYbmYNKWOghUB74xtrB5NxL5bgdbP0mCTZg9bTKPAi
h+mbNNYRWq+JsaZcQVtBm7CAHBFMGuS0C/XpJQTkkB45hmp1ysvBoRdikdYTGyDxeOi5VYqr
JpyXg5Y6tnb+q2f2twUt6ik9VpKva0XaALRB3FbgRe0K2oqoyVhA+zePKwOtZbMWSOW+Ri/A
85fs2iAHgVWJMpHWwpdk+gw8AK2tF+jDKKAL+o9Wdv3jxtytm1s1eWq8lrgGGYotSdYvyDG6
cgrlwEF6rOlY6k4cRiUpLGDTw4XtKfpLi2qknQwq+nujD0uyggzRFaeUO2qnJyDx12o2Cp6i
p19BEm8WF56NBJr685FWwEAI9MBDLIrwvhClsRTD1S+oUMKl+EQ5V6XyPGjFhQTl5II9Yylg
Smfpo0ir6Vj2IR08aKERvW2JH9a7CORU0FbQpi1gmJFD44i2f7Odm9/r4u6KVzyVlyvXtRIx
SLAwFYRxA6TqQDxVQ6AFPQ9ar5uwp3LX2ts7KepSzvVpfFMhCoFagDSQ6UandKbTSuXxdIRe
ZRAGbKbsF5oK2oquaoGHY4G4ENUTunoSWyPtw/GDnl5PFduHBSpoq9NXC8yYBSpoZ+yF9bFy
V5mzZQFtzu3Ux2wpj7Y1Pa6LTrXAjFngAWgz/6P4+qhaoFpg2izwX3+trIvTsxfsAAAAAElF
TkSuQmCC</item><item item-id="4">iVBORw0KGgoAAAANSUhEUgAAAkQAAAAFCAMAAACTpQOIAAAAAXNSR0IArs4c6QAAAARnQU1B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</item><item item-id="5">iVBORw0KGgoAAAANSUhEUgAAAkYAAAAHCAIAAABiJBXbAAAAAXNSR0IArs4c6QAAAARnQU1B
AACxjwv8YQUAAAAgY0hSTQAAeiYAAICEAAD6AAAAgOgAAHUwAADqYAAAOpgAABdwnLpRPAAA
AGtJREFUaEPt2IENABAMBMDa3OZFJHbwucYCfySP0d1lCBAgQIBAgMCuNEOAAAECBAIEKiCD
CAQIECBA4Hw6XoVZZREgQIAAgR8FXp17pbnZECBAgECIgEoL2UgxCBAgQEClOQMECBAgECKw
AGWDLGOJbqsTAAAAAElFTkSuQmCC</item></binaryContent></worksheet>