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    <title>topic Proc Panel GMM - Artest problem in SAS Forecasting and Econometrics</title>
    <link>https://communities.sas.com/t5/SAS-Forecasting-and-Econometrics/Proc-Panel-GMM-Artest-problem/m-p/135208#M808</link>
    <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Hi,&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;I'm using SAS Enterprise Guide 5.0 to estimate a dynamic panel model with GMM (Arellano Bond Model). I have an unbalanced panel dataset which consists of about 30000 individuals over 6 years. I'm using the following code:&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;proc panel data=data_base;&lt;/P&gt;&lt;P&gt;&amp;nbsp; id i t;&lt;/P&gt;&lt;P&gt;&amp;nbsp; clag y(1) / out=data_base_lag;&lt;/P&gt;&lt;P&gt;run;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;proc panel data = data_base_lag;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; id i t;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; instruments depvar;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; model y = y_1 x_1 x_2 x_3 /gmm twostep maxband=4 robust artest=2;&lt;/P&gt;&lt;P&gt;run;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;The output is providing the "Fit Statistics", "Sargan Test" and "Parameter Estimates". But the result of the test for autocorrelation in the residuals (ARTEST) is not been provided. The result for this test is the following table, filled with ".".&lt;/P&gt;&lt;P style="text-align: left;"&gt;&lt;/P&gt;&lt;CENTER&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;TABLE cellpadding="5" cellspacing="0" style="width: 176px; float: left;"&gt;&lt;TBODY&gt;&lt;TR&gt;&lt;TD colspan="2" style="border-width: 1px 1px medium; border-style: solid solid none; border-color: rgb(193, 193, 193) rgb(193, 193, 193) -moz-use-text-color; padding-top: 0.13cm; padding-left: 0.13cm; padding-right: 0.13cm; text-align: left;" width="48"&gt;&lt;P class="western"&gt;&lt;STRONG&gt;AR(m) test&lt;/STRONG&gt;&lt;/P&gt;&lt;/TD&gt;&lt;TD colspan="2" style="border-top: 1px solid #c1c1c1; border-bottom: none; border-left: 1px solid #c1c1c1; border-right: 1px solid #c1c1c1; padding-top: 0.13cm; padding-left: 0.13cm; padding-right: 0.13cm;" width="106"&gt;&lt;P&gt;&lt;BR /&gt; &lt;/P&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="border-top: none; border-bottom: none; border-left: 1px solid #c1c1c1; border-right: none; padding-left: 0.13cm;" width="20"&gt;&lt;P class="western"&gt;&lt;STRONG&gt;Lag&lt;/STRONG&gt;&lt;/P&gt;&lt;/TD&gt;&lt;TD colspan="2" style="border: none;" width="49"&gt;&lt;P class="western"&gt;&lt;STRONG&gt;Statistic&lt;/STRONG&gt;&lt;/P&gt;&lt;/TD&gt;&lt;TD style="border-top: none; border-bottom: none; border-left: none; border-right: 1px solid #c1c1c1; padding-right: 0.13cm;" width="75"&gt;&lt;P class="western"&gt;&lt;STRONG&gt;Pr &amp;gt; Statistic&lt;/STRONG&gt;&lt;/P&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="border-top: none; border-bottom: none; border-left: 1px solid #c1c1c1; border-right: none; padding-left: 0.13cm;" width="20"&gt;&lt;P class="western"&gt;1&lt;/P&gt;&lt;/TD&gt;&lt;TD colspan="2" style="border: none;" width="49"&gt;&lt;P class="western"&gt;.&lt;/P&gt;&lt;/TD&gt;&lt;TD style="border-top: none; border-bottom: none; border-left: none; border-right: 1px solid #c1c1c1; padding-right: 0.13cm;" width="75"&gt;&lt;P class="western"&gt;.&lt;/P&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="border-top: none; border-bottom: none; border-left: 1px solid #c1c1c1; border-right: none; padding-left: 0.13cm;" width="20"&gt;&lt;P class="western"&gt;2&lt;/P&gt;&lt;/TD&gt;&lt;TD colspan="2" style="border: none;" width="49"&gt;&lt;P class="western"&gt;.&lt;/P&gt;&lt;/TD&gt;&lt;TD style="border-top: none; border-bottom: none; border-left: none; border-right: 1px solid #c1c1c1; padding-right: 0.13cm;" width="75"&gt;&lt;P class="western"&gt;.&lt;/P&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="border-top: none; border-bottom: 1px solid #c1c1c1; border-left: 1px solid #c1c1c1; border-right: none; padding-bottom: 0.13cm; padding-left: 0.13cm;" width="20"&gt;&lt;P class="western"&gt;3&lt;/P&gt;&lt;/TD&gt;&lt;TD colspan="2" style="border-top: none; border-bottom: 1px solid #c1c1c1; border-left: none; border-right: none; padding-bottom: 0.13cm;" width="49"&gt;&lt;P class="western"&gt;.&lt;/P&gt;&lt;/TD&gt;&lt;TD style="border-top: none; border-bottom: 1px solid #c1c1c1; border-left: none; border-right: 1px solid #c1c1c1; padding-bottom: 0.13cm; padding-right: 0.13cm;" width="75"&gt;&lt;P class="western"&gt;.&lt;/P&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;/TBODY&gt;&lt;/TABLE&gt;&lt;/CENTER&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Do you have any idea why is this happening? &lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Thanks,&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Neto&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
    <pubDate>Thu, 06 Mar 2014 15:50:40 GMT</pubDate>
    <dc:creator>Neto</dc:creator>
    <dc:date>2014-03-06T15:50:40Z</dc:date>
    <item>
      <title>Proc Panel GMM - Artest problem</title>
      <link>https://communities.sas.com/t5/SAS-Forecasting-and-Econometrics/Proc-Panel-GMM-Artest-problem/m-p/135208#M808</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Hi,&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;I'm using SAS Enterprise Guide 5.0 to estimate a dynamic panel model with GMM (Arellano Bond Model). I have an unbalanced panel dataset which consists of about 30000 individuals over 6 years. I'm using the following code:&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;proc panel data=data_base;&lt;/P&gt;&lt;P&gt;&amp;nbsp; id i t;&lt;/P&gt;&lt;P&gt;&amp;nbsp; clag y(1) / out=data_base_lag;&lt;/P&gt;&lt;P&gt;run;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;proc panel data = data_base_lag;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; id i t;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; instruments depvar;&lt;/P&gt;&lt;P&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp; model y = y_1 x_1 x_2 x_3 /gmm twostep maxband=4 robust artest=2;&lt;/P&gt;&lt;P&gt;run;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;The output is providing the "Fit Statistics", "Sargan Test" and "Parameter Estimates". But the result of the test for autocorrelation in the residuals (ARTEST) is not been provided. The result for this test is the following table, filled with ".".&lt;/P&gt;&lt;P style="text-align: left;"&gt;&lt;/P&gt;&lt;CENTER&gt;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; &lt;TABLE cellpadding="5" cellspacing="0" style="width: 176px; float: left;"&gt;&lt;TBODY&gt;&lt;TR&gt;&lt;TD colspan="2" style="border-width: 1px 1px medium; border-style: solid solid none; border-color: rgb(193, 193, 193) rgb(193, 193, 193) -moz-use-text-color; padding-top: 0.13cm; padding-left: 0.13cm; padding-right: 0.13cm; text-align: left;" width="48"&gt;&lt;P class="western"&gt;&lt;STRONG&gt;AR(m) test&lt;/STRONG&gt;&lt;/P&gt;&lt;/TD&gt;&lt;TD colspan="2" style="border-top: 1px solid #c1c1c1; border-bottom: none; border-left: 1px solid #c1c1c1; border-right: 1px solid #c1c1c1; padding-top: 0.13cm; padding-left: 0.13cm; padding-right: 0.13cm;" width="106"&gt;&lt;P&gt;&lt;BR /&gt; &lt;/P&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="border-top: none; border-bottom: none; border-left: 1px solid #c1c1c1; border-right: none; padding-left: 0.13cm;" width="20"&gt;&lt;P class="western"&gt;&lt;STRONG&gt;Lag&lt;/STRONG&gt;&lt;/P&gt;&lt;/TD&gt;&lt;TD colspan="2" style="border: none;" width="49"&gt;&lt;P class="western"&gt;&lt;STRONG&gt;Statistic&lt;/STRONG&gt;&lt;/P&gt;&lt;/TD&gt;&lt;TD style="border-top: none; border-bottom: none; border-left: none; border-right: 1px solid #c1c1c1; padding-right: 0.13cm;" width="75"&gt;&lt;P class="western"&gt;&lt;STRONG&gt;Pr &amp;gt; Statistic&lt;/STRONG&gt;&lt;/P&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="border-top: none; border-bottom: none; border-left: 1px solid #c1c1c1; border-right: none; padding-left: 0.13cm;" width="20"&gt;&lt;P class="western"&gt;1&lt;/P&gt;&lt;/TD&gt;&lt;TD colspan="2" style="border: none;" width="49"&gt;&lt;P class="western"&gt;.&lt;/P&gt;&lt;/TD&gt;&lt;TD style="border-top: none; border-bottom: none; border-left: none; border-right: 1px solid #c1c1c1; padding-right: 0.13cm;" width="75"&gt;&lt;P class="western"&gt;.&lt;/P&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="border-top: none; border-bottom: none; border-left: 1px solid #c1c1c1; border-right: none; padding-left: 0.13cm;" width="20"&gt;&lt;P class="western"&gt;2&lt;/P&gt;&lt;/TD&gt;&lt;TD colspan="2" style="border: none;" width="49"&gt;&lt;P class="western"&gt;.&lt;/P&gt;&lt;/TD&gt;&lt;TD style="border-top: none; border-bottom: none; border-left: none; border-right: 1px solid #c1c1c1; padding-right: 0.13cm;" width="75"&gt;&lt;P class="western"&gt;.&lt;/P&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;TR&gt;&lt;TD style="border-top: none; border-bottom: 1px solid #c1c1c1; border-left: 1px solid #c1c1c1; border-right: none; padding-bottom: 0.13cm; padding-left: 0.13cm;" width="20"&gt;&lt;P class="western"&gt;3&lt;/P&gt;&lt;/TD&gt;&lt;TD colspan="2" style="border-top: none; border-bottom: 1px solid #c1c1c1; border-left: none; border-right: none; padding-bottom: 0.13cm;" width="49"&gt;&lt;P class="western"&gt;.&lt;/P&gt;&lt;/TD&gt;&lt;TD style="border-top: none; border-bottom: 1px solid #c1c1c1; border-left: none; border-right: 1px solid #c1c1c1; padding-bottom: 0.13cm; padding-right: 0.13cm;" width="75"&gt;&lt;P class="western"&gt;.&lt;/P&gt;&lt;/TD&gt;&lt;/TR&gt;&lt;/TBODY&gt;&lt;/TABLE&gt;&lt;/CENTER&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Do you have any idea why is this happening? &lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Thanks,&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;Neto&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Thu, 06 Mar 2014 15:50:40 GMT</pubDate>
      <guid>https://communities.sas.com/t5/SAS-Forecasting-and-Econometrics/Proc-Panel-GMM-Artest-problem/m-p/135208#M808</guid>
      <dc:creator>Neto</dc:creator>
      <dc:date>2014-03-06T15:50:40Z</dc:date>
    </item>
    <item>
      <title>Re: Proc Panel GMM - Artest problem</title>
      <link>https://communities.sas.com/t5/SAS-Forecasting-and-Econometrics/Proc-Panel-GMM-Artest-problem/m-p/135209#M809</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Hi Neto,&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;I have the same problem in SAS. Please let me know if you had solution to figure it out or not? &lt;/P&gt;&lt;P&gt;Many thanks.&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;lemai&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Sun, 07 Jun 2015 09:59:46 GMT</pubDate>
      <guid>https://communities.sas.com/t5/SAS-Forecasting-and-Econometrics/Proc-Panel-GMM-Artest-problem/m-p/135209#M809</guid>
      <dc:creator>lemai</dc:creator>
      <dc:date>2015-06-07T09:59:46Z</dc:date>
    </item>
    <item>
      <title>Re: Proc Panel GMM - Artest problem</title>
      <link>https://communities.sas.com/t5/SAS-Forecasting-and-Econometrics/Proc-Panel-GMM-Artest-problem/m-p/135210#M810</link>
      <description>&lt;HTML&gt;&lt;HEAD&gt;&lt;/HEAD&gt;&lt;BODY&gt;&lt;P&gt;Neto and Lemai,&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;&lt;SPAN&gt;In my experience, this most often arises from a singular regression that is encountered while calculating the test.&amp;nbsp; If Neto could email me some data that reproduces the problem at &lt;/SPAN&gt;&lt;A class="jive-link-email-small" href="mailto:Bobby.Gutierrez@sas.com"&gt;Bobby.Gutierrez@sas.com&lt;/A&gt;&lt;SPAN&gt;, I'll be glad to take a closer look and recommend a solution.&lt;/SPAN&gt;&lt;/P&gt;&lt;P&gt;&lt;/P&gt;&lt;P&gt;--Bobby&lt;/P&gt;&lt;/BODY&gt;&lt;/HTML&gt;</description>
      <pubDate>Mon, 08 Jun 2015 15:38:59 GMT</pubDate>
      <guid>https://communities.sas.com/t5/SAS-Forecasting-and-Econometrics/Proc-Panel-GMM-Artest-problem/m-p/135210#M810</guid>
      <dc:creator>bobby_sas</dc:creator>
      <dc:date>2015-06-08T15:38:59Z</dc:date>
    </item>
    <item>
      <title>Re: Proc Panel GMM - Artest problem</title>
      <link>https://communities.sas.com/t5/SAS-Forecasting-and-Econometrics/Proc-Panel-GMM-Artest-problem/m-p/230134#M1415</link>
      <description>&lt;P&gt;Hello,&amp;nbsp;&lt;/P&gt;&lt;P&gt;I am working on something similar and received the same problem.&amp;nbsp;&lt;/P&gt;&lt;P&gt;Anyone have an idea what it might be the reason?&lt;/P&gt;&lt;P&gt;&amp;nbsp;&lt;/P&gt;&lt;P&gt;Thanks&lt;/P&gt;</description>
      <pubDate>Thu, 15 Oct 2015 18:46:08 GMT</pubDate>
      <guid>https://communities.sas.com/t5/SAS-Forecasting-and-Econometrics/Proc-Panel-GMM-Artest-problem/m-p/230134#M1415</guid>
      <dc:creator>MBJEBARA</dc:creator>
      <dc:date>2015-10-15T18:46:08Z</dc:date>
    </item>
    <item>
      <title>Re: Proc Panel GMM - Artest problem</title>
      <link>https://communities.sas.com/t5/SAS-Forecasting-and-Econometrics/Proc-Panel-GMM-Artest-problem/m-p/415694#M2875</link>
      <description>&lt;P&gt;I have the same problem: the AR test is not calculated when using PROC PANEL with the GMM method even though there are no missing values in the data.&amp;nbsp;Can you please share the solution?&amp;nbsp;&lt;/P&gt;</description>
      <pubDate>Wed, 22 Nov 2017 22:11:51 GMT</pubDate>
      <guid>https://communities.sas.com/t5/SAS-Forecasting-and-Econometrics/Proc-Panel-GMM-Artest-problem/m-p/415694#M2875</guid>
      <dc:creator>Doiaru</dc:creator>
      <dc:date>2017-11-22T22:11:51Z</dc:date>
    </item>
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