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    <div class="moz-cite-prefix">Le 19/12/2015 11:17, kumaden ikpambese
      a écrit :<br>
    </div>
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        <div id="yui_3_16_0_1_1450517620958_25742">Yes. I also wish to
          predict .i.e ypred and errors associated with the ypred and
          the y-experimental</div>
        <div id="yui_3_16_0_1_1450517620958_25743">thanks.<br>
        </div>
        <div id="yui_3_16_0_1_1450517620958_25270"><span></span></div>
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          <br>
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              <div dir="ltr"><font size="2" face="Arial"> On Saturday,
                  December 19, 2015 11:10 AM, Samuel Gougeon
                  <a class="moz-txt-link-rfc2396E" href="mailto:sgougeon@free.fr"><sgougeon@free.fr></a> wrote:<br>
                </font></div>
              <br>
              <div class="y_msg_container">
                <div id="yiv9923092179">
                  <div>
                    <div class="yiv9923092179moz-cite-prefix">Le
                      19/12/2015 10:40, kumaden ikpambese a écrit :<br
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                    </div>
                    <div class="yiv9923092179yqt3615362235"
                      id="yiv9923092179yqt16607">
                      <blockquote type="cite">
                        <div
                          style="color:#000;background-color:#fff;font-family:HelveticaNeue,
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                          <div
                            id="yiv9923092179yui_3_16_0_1_1450517620958_3373">Please, 
                            can you assist me perform multiple
                            regression using reglin function for
                            following varibles;</div>
                          <div
                            id="yiv9923092179yui_3_16_0_1_1450517620958_3811">Input
                            variables;</div>
                          <div> </div>
                          <div class="yiv9923092179"
                            id="yiv9923092179yui_3_16_0_1_1450517620958_4112"
                            style="text-align:justify;line-height:200%;"><span
                              class="yiv9923092179"
                              id="yiv9923092179yui_3_16_0_1_1450517620958_4114"
                              style="font-size:12.0pt;line-height:200%;"> x<sub
                                class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4116">1</sub>=
                              [5.82 <span class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4118"
                                style=""> </span>5.20 <span
                                class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4120"
                                style=""> </span>4.80 <span
                                class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4122"
                                style=""> </span>2.81 <span
                                class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4124"
                                style=""> </span>2.64];</span></div>
                          <div class="yiv9923092179"
                            id="yiv9923092179yui_3_16_0_1_1450517620958_4126"
                            style="text-align:justify;line-height:200%;"><span
                              class="yiv9923092179"
                              id="yiv9923092179yui_3_16_0_1_1450517620958_4128"
                              style="font-size:12.0pt;line-height:200%;"> <sub
id="yiv9923092179yui_3_16_0_1_1450517620958_4486">x</sub><sub
                                class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4130">2</sub>=
                              [8.18 <span class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4132"
                                style=""> </span>6.8 <span
                                class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4134"
                                style=""> </span>6.2 <span
                                class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4136"
                                style=""> </span>6.19 <span
                                class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4138"
                                style=""> </span>7.36];</span></div>
                          <span class="yiv9923092179"
                            id="yiv9923092179yui_3_16_0_1_1450517620958_4142"
                            style="font-size:12.0pt;line-height:200%;"><sub
id="yiv9923092179yui_3_16_0_1_1450517620958_4502">x</sub><sub
                              class="yiv9923092179"
                              id="yiv9923092179yui_3_16_0_1_1450517620958_4144">3</sub>
                            = [40 <span class="yiv9923092179"
                              id="yiv9923092179yui_3_16_0_1_1450517620958_4146"
                              style=""> </span>36 <span
                              class="yiv9923092179"
                              id="yiv9923092179yui_3_16_0_1_1450517620958_4148"
                              style=""> </span>32 <span
                              class="yiv9923092179"
                              id="yiv9923092179yui_3_16_0_1_1450517620958_4150"
                              style=""> </span>32 <span
                              class="yiv9923092179"
                              id="yiv9923092179yui_3_16_0_1_1450517620958_4152"
                              style=""> </span>28]; and</span>
                          <div class="yiv9923092179"
                            id="yiv9923092179yui_3_16_0_1_1450517620958_4154"
                            style="text-align:justify;line-height:200%;"><span
                              class="yiv9923092179"
                              id="yiv9923092179yui_3_16_0_1_1450517620958_4156"
                              style="font-size:12.0pt;line-height:200%;">x<sub
                                class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4158">4</sub>
                              = [1.5 <span class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4160"
                                style=""> </span>1.2 <span
                                class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4162"
                                style=""> </span>0.87 <span
                                class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4164"
                                style=""> </span>0.75 <span
                                class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4166"
                                style=""> </span>0.63].</span></div>
                          <div class="yiv9923092179"
                            id="yiv9923092179yui_3_16_0_1_1450517620958_4463"
                            style="text-align:justify;line-height:200%;">ouput<br
                              clear="none">
                            <span class="yiv9923092179"
                              id="yiv9923092179yui_3_16_0_1_1450517620958_4465"
                              style="font-size:12.0pt;line-height:200%;">y
                              = [1.5 <span class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4467"
                                style=""> </span>1.2 <span
                                class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4469"
                                style=""> </span>0.87 <span
                                class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4471"
                                style=""> </span>0.75 <span
                                class="yiv9923092179"
                                id="yiv9923092179yui_3_16_0_1_1450517620958_4473"
                                style=""> </span>0.63]</span></div>
                          <div class="yiv9923092179"
                            id="yiv9923092179yui_3_16_0_1_1450517620958_4505"
                            style="text-align:justify;line-height:200%;"><span
                              class="yiv9923092179"
                              id="yiv9923092179yui_3_16_0_1_1450517620958_4465"
                              style="font-size:12.0pt;line-height:200%;">Thanks.<br
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                            </span></div>
                        </div>
                      </blockquote>
                    </div>
                    Do you mean that you are searching for the best
                    {a,b,c,d} such that y ~ a.x1 + b.x2 +c.x3 + d.x4 ?<br
                      clear="none">
                  </div>
                </div>
              </div>
            </div>
          </div>
        </div>
      </div>
    </blockquote>
    <br>
    <br>
    Just do <br>
    <tt>--> [ x1.' x2.' x3.' x4.'] \ y.'</tt><tt><br>
    </tt><tt> ans  =</tt><tt><br>
    </tt><tt>  - 1.976D-16</tt><tt><br>
    </tt><tt>    1.308D-16</tt><tt><br>
    </tt><tt>    0.</tt><tt><br>
    </tt><tt>    1.</tt><tt><br>
    </tt><br>
    Which means: y = x4   // that is triviously observable on data.<br>
    The fitting error is null, since the match between y and x4 is
    perfect.<br>
    <br>
    S. Gougeon<br>
    <br>
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