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    <title>topic proc model linear dependency in Statistical Procedures</title>
    <link>https://communities.sas.com/t5/Statistical-Procedures/proc-model-linear-dependency/m-p/170804#M8878</link>
    <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: arial, 'Arial Unicode MS', geneva, 'Lucida Grande', sans-serif; font-size: 16px; background-color: #ffffff;"&gt; I use proc model to estimate a model such that &lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: arial, 'Arial Unicode MS', geneva, 'Lucida Grande', sans-serif; font-size: 16px; background-color: #ffffff;"&gt;alpha=a + b x&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: arial, 'Arial Unicode MS', geneva, 'Lucida Grande', sans-serif; font-size: 16px; background-color: #ffffff;"&gt;moments are: &lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: arial, 'Arial Unicode MS', geneva, 'Lucida Grande', sans-serif; font-size: 16px; background-color: #ffffff;"&gt;eq.one=m *R-1- alpha;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: arial, 'Arial Unicode MS', geneva, 'Lucida Grande', sans-serif; font-size: 16px; background-color: #ffffff;"&gt;eq.two=m*R*Z-Z-alpha;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: arial, 'Arial Unicode MS', geneva, 'Lucida Grande', sans-serif; font-size: 16px; background-color: #ffffff;"&gt;I want to estimate parameters a and b. but the results is biased. I find in SAS help that biased results are due to &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: arial, 'Arial Unicode MS', geneva, 'Lucida Grande', sans-serif; font-size: 16px; line-height: 1.5em; background-color: #ffffff;"&gt;the model equation. it is such that there is linear dependency that causes biased results and inflated variances&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: arial, 'Arial Unicode MS', geneva, 'Lucida Grande', sans-serif; font-size: 16px; line-height: 1.5em; background-color: #ffffff;"&gt;Can someone help me?&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: arial, 'Arial Unicode MS', geneva, 'Lucida Grande', sans-serif; font-size: 16px; line-height: 1.5em; background-color: #ffffff;"&gt;&lt;BR /&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
    <pubDate>Thu, 21 Aug 2014 18:47:28 GMT</pubDate>
    <dc:creator>sasphd</dc:creator>
    <dc:date>2014-08-21T18:47:28Z</dc:date>
    <item>
      <title>proc model linear dependency</title>
      <link>https://communities.sas.com/t5/Statistical-Procedures/proc-model-linear-dependency/m-p/170804#M8878</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: arial, 'Arial Unicode MS', geneva, 'Lucida Grande', sans-serif; font-size: 16px; background-color: #ffffff;"&gt; I use proc model to estimate a model such that &lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: arial, 'Arial Unicode MS', geneva, 'Lucida Grande', sans-serif; font-size: 16px; background-color: #ffffff;"&gt;alpha=a + b x&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: arial, 'Arial Unicode MS', geneva, 'Lucida Grande', sans-serif; font-size: 16px; background-color: #ffffff;"&gt;moments are: &lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: arial, 'Arial Unicode MS', geneva, 'Lucida Grande', sans-serif; font-size: 16px; background-color: #ffffff;"&gt;eq.one=m *R-1- alpha;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: arial, 'Arial Unicode MS', geneva, 'Lucida Grande', sans-serif; font-size: 16px; background-color: #ffffff;"&gt;eq.two=m*R*Z-Z-alpha;&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: arial, 'Arial Unicode MS', geneva, 'Lucida Grande', sans-serif; font-size: 16px; background-color: #ffffff;"&gt;I want to estimate parameters a and b. but the results is biased. I find in SAS help that biased results are due to &lt;/SPAN&gt;&lt;SPAN style="color: #000000; font-family: arial, 'Arial Unicode MS', geneva, 'Lucida Grande', sans-serif; font-size: 16px; line-height: 1.5em; background-color: #ffffff;"&gt;the model equation. it is such that there is linear dependency that causes biased results and inflated variances&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: arial, 'Arial Unicode MS', geneva, 'Lucida Grande', sans-serif; font-size: 16px; line-height: 1.5em; background-color: #ffffff;"&gt;Can someone help me?&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN style="color: #000000; font-family: arial, 'Arial Unicode MS', geneva, 'Lucida Grande', sans-serif; font-size: 16px; line-height: 1.5em; background-color: #ffffff;"&gt;&lt;BR /&gt;&lt;/SPAN&gt;&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Thu, 21 Aug 2014 18:47:28 GMT</pubDate>
      <guid>https://communities.sas.com/t5/Statistical-Procedures/proc-model-linear-dependency/m-p/170804#M8878</guid>
      <dc:creator>sasphd</dc:creator>
      <dc:date>2014-08-21T18:47:28Z</dc:date>
    </item>
    <item>
      <title>Re: proc model linear dependency</title>
      <link>https://communities.sas.com/t5/Statistical-Procedures/proc-model-linear-dependency/m-p/170805#M8879</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;I think we need more information here.&amp;nbsp; Can you share your PROC MODEL code?&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Steve Denham&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Fri, 22 Aug 2014 12:46:31 GMT</pubDate>
      <guid>https://communities.sas.com/t5/Statistical-Procedures/proc-model-linear-dependency/m-p/170805#M8879</guid>
      <dc:creator>SteveDenham</dc:creator>
      <dc:date>2014-08-22T12:46:31Z</dc:date>
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