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	Comments on: Panel data, structural breaks and unit root testing	</title>
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	<link>https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/</link>
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		<title>
		By: Erica		</title>
		<link>https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2307</link>

		<dc:creator><![CDATA[Erica]]></dc:creator>
		<pubDate>Mon, 28 Dec 2020 19:35:24 +0000</pubDate>
		<guid isPermaLink="false">https://www.aptech.com/?p=19541#comment-2307</guid>

					<description><![CDATA[In reply to &lt;a href=&quot;https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2306&quot;&gt;asifalig71&lt;/a&gt;.

Hello Asifalig71,

This is an excellent question. We have a few resources available that you may find useful. 

For &lt;strong&gt;loading data in a matrix&lt;/strong&gt; I suggest using our new data management tools (introduced in GAUSS 21). We have some recent blogs demonstrating these:
&lt;ul&gt;
&lt;li&gt;&lt;a href=&quot;https://www.aptech.com/blog/easy-and-fast-data-management-in-gauss-21/&quot;&gt;Easy and Fast Data Management in GAUSS 21&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&quot;https://www.aptech.com/blog/preparing-and-cleaning-data-fred-data-in-gauss/&quot;&gt;Preparing and Cleaning FRED Data in GAUSS 21&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&quot;https://youtu.be/jhLP_iJeheA&quot; rel=&quot;nofollow ugc&quot;&gt;Quick and Easy Interactive Data Cleaning Example [GAUSS]&lt;/a&gt;&lt;/li&gt;
&lt;/ul&gt;
For &lt;strong&gt;running GAUSS programs&lt;/strong&gt; I suggest the following video tutorials:
&lt;li&gt;&lt;a href=&quot;https://www.aptech.com/blog/running-publicly-available-gauss-code-part-1/&quot;&gt;Running Publicly Available GAUSS Code: Pt. 1&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&quot;https://www.aptech.com/blog/running-publicly-available-gauss-code-part-2/&quot;&gt;Running Publicly Available GAUSS Code: Pt. 2&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;a href=&quot;https://www.aptech.com/blog/gauss-basics-2-running-a-program/&quot;&gt;Running a Program&lt;/a&gt;&lt;/li&gt;]]></description>
			<content:encoded><![CDATA[<p>In reply to <a href="https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2306">asifalig71</a>.</p>
<p>Hello Asifalig71,</p>
<p>This is an excellent question. We have a few resources available that you may find useful. </p>
<p>For <strong>loading data in a matrix</strong> I suggest using our new data management tools (introduced in GAUSS 21). We have some recent blogs demonstrating these:</p>
<ul>
<li><a href="https://www.aptech.com/blog/easy-and-fast-data-management-in-gauss-21/">Easy and Fast Data Management in GAUSS 21</a></li>
<li><a href="https://www.aptech.com/blog/preparing-and-cleaning-data-fred-data-in-gauss/">Preparing and Cleaning FRED Data in GAUSS 21</a></li>
<li><a href="https://youtu.be/jhLP_iJeheA" rel="nofollow ugc">Quick and Easy Interactive Data Cleaning Example [GAUSS]</a></li>
</ul>
<p>For <strong>running GAUSS programs</strong> I suggest the following video tutorials:</p>
<li><a href="https://www.aptech.com/blog/running-publicly-available-gauss-code-part-1/">Running Publicly Available GAUSS Code: Pt. 1</a></li>
<li><a href="https://www.aptech.com/blog/running-publicly-available-gauss-code-part-2/">Running Publicly Available GAUSS Code: Pt. 2</a></li>
<li><a href="https://www.aptech.com/blog/gauss-basics-2-running-a-program/">Running a Program</a></li>
]]></content:encoded>
		
			</item>
		<item>
		<title>
		By: asifalig71		</title>
		<link>https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2306</link>

		<dc:creator><![CDATA[asifalig71]]></dc:creator>
		<pubDate>Thu, 24 Dec 2020 15:45:45 +0000</pubDate>
		<guid isPermaLink="false">https://www.aptech.com/?p=19541#comment-2306</guid>

					<description><![CDATA[Dear Erica
How to make use of Gauss simple such as loading data in matrix form and running the programe.]]></description>
			<content:encoded><![CDATA[<p>Dear Erica<br />
How to make use of Gauss simple such as loading data in matrix form and running the programe.</p>
]]></content:encoded>
		
			</item>
		<item>
		<title>
		By: Benny.owusuk		</title>
		<link>https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2294</link>

		<dc:creator><![CDATA[Benny.owusuk]]></dc:creator>
		<pubDate>Thu, 13 Aug 2020 15:11:36 +0000</pubDate>
		<guid isPermaLink="false">https://www.aptech.com/?p=19541#comment-2294</guid>

					<description><![CDATA[In reply to &lt;a href=&quot;https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2292&quot;&gt;Erica&lt;/a&gt;.

Dear Erica,
Thank you so much for the information
Best Regards
Benny]]></description>
			<content:encoded><![CDATA[<p>In reply to <a href="https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2292">Erica</a>.</p>
<p>Dear Erica,<br />
Thank you so much for the information<br />
Best Regards<br />
Benny</p>
]]></content:encoded>
		
			</item>
		<item>
		<title>
		By: Erica		</title>
		<link>https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2293</link>

		<dc:creator><![CDATA[Erica]]></dc:creator>
		<pubDate>Tue, 11 Aug 2020 17:49:47 +0000</pubDate>
		<guid isPermaLink="false">https://www.aptech.com/?p=19541#comment-2293</guid>

					<description><![CDATA[In reply to &lt;a href=&quot;https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2289&quot;&gt;bolarinwathompson@yahoo.com&lt;/a&gt;.

Hello,

This type of error occurs because GAUSS is not able to find where the &lt;a href=&quot;https://www.aptech.com/blog/basics-of-gauss-procedures/&quot; rel=&quot;noopener noreferrer&quot; target=&quot;_blank&quot;&gt;GAUSS procedure&lt;/a&gt; &lt;code&gt;PDLMlevel&lt;/code&gt; is defined. This likely occurs because the &lt;a href=&quot;https://github.com/aptech/tspdlib#panel-data-unit-root-tests&quot; target=&quot;_blank&quot; rel=&quot;noopener noreferrer nofollow ugc&quot;&gt;tspdlib library&lt;/a&gt; has not been installed properly. 

My first suggestion it to reinstall the tspdlib library using the &lt;a href=&quot;https://www.aptech.com/blog/gauss-package-manager-basics/&quot; rel=&quot;noopener noreferrer&quot; target=&quot;_blank&quot;&gt;GAUSS package manager&lt;/a&gt;. 

Erica]]></description>
			<content:encoded><![CDATA[<p>In reply to <a href="https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2289">bolarinwathompson@yahoo.com</a>.</p>
<p>Hello,</p>
<p>This type of error occurs because GAUSS is not able to find where the <a href="https://www.aptech.com/blog/basics-of-gauss-procedures/" rel="noopener noreferrer" target="_blank">GAUSS procedure</a> <code>PDLMlevel</code> is defined. This likely occurs because the <a href="https://github.com/aptech/tspdlib#panel-data-unit-root-tests" target="_blank" rel="noopener noreferrer nofollow ugc">tspdlib library</a> has not been installed properly. </p>
<p>My first suggestion it to reinstall the tspdlib library using the <a href="https://www.aptech.com/blog/gauss-package-manager-basics/" rel="noopener noreferrer" target="_blank">GAUSS package manager</a>. </p>
<p>Erica</p>
]]></content:encoded>
		
			</item>
		<item>
		<title>
		By: Erica		</title>
		<link>https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2292</link>

		<dc:creator><![CDATA[Erica]]></dc:creator>
		<pubDate>Tue, 11 Aug 2020 17:31:28 +0000</pubDate>
		<guid isPermaLink="false">https://www.aptech.com/?p=19541#comment-2292</guid>

					<description><![CDATA[In reply to &lt;a href=&quot;https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2290&quot;&gt;Benny.owusuk&lt;/a&gt;.

Hello Benny,

This test does not account for cross-sectional dependence. However, the &lt;code&gt;PD_nkarul&lt;/code&gt; procedure, which applies the panel stationarity test with gradual structural shifts does allow for cross-sectional dependence. 

It can also be found in the &lt;a href=&quot;https://github.com/aptech/tspdlib#panel-data-unit-root-tests&quot; target=&quot;_blank&quot; rel=&quot;noopener noreferrer nofollow ugc&quot;&gt;tspdlib&lt;/a&gt; library.

Best,
Erica]]></description>
			<content:encoded><![CDATA[<p>In reply to <a href="https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2290">Benny.owusuk</a>.</p>
<p>Hello Benny,</p>
<p>This test does not account for cross-sectional dependence. However, the <code>PD_nkarul</code> procedure, which applies the panel stationarity test with gradual structural shifts does allow for cross-sectional dependence. </p>
<p>It can also be found in the <a href="https://github.com/aptech/tspdlib#panel-data-unit-root-tests" target="_blank" rel="noopener noreferrer nofollow ugc">tspdlib</a> library.</p>
<p>Best,<br />
Erica</p>
]]></content:encoded>
		
			</item>
		<item>
		<title>
		By: Benny.owusuk		</title>
		<link>https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2290</link>

		<dc:creator><![CDATA[Benny.owusuk]]></dc:creator>
		<pubDate>Sat, 08 Aug 2020 22:55:07 +0000</pubDate>
		<guid isPermaLink="false">https://www.aptech.com/?p=19541#comment-2290</guid>

					<description><![CDATA[Dear Erica, Thanks for the information. Please does this test account for cross sectional dependence? Or its assumes that the individual cross sections are independent of each other?  If not do you have something like a bootstrap method to account for cross sectional dependence?]]></description>
			<content:encoded><![CDATA[<p>Dear Erica, Thanks for the information. Please does this test account for cross sectional dependence? Or its assumes that the individual cross sections are independent of each other?  If not do you have something like a bootstrap method to account for cross sectional dependence?</p>
]]></content:encoded>
		
			</item>
		<item>
		<title>
		By: bolarinwathompson@yahoo.com		</title>
		<link>https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2289</link>

		<dc:creator><![CDATA[bolarinwathompson@yahoo.com]]></dc:creator>
		<pubDate>Sun, 19 Jul 2020 20:17:51 +0000</pubDate>
		<guid isPermaLink="false">https://www.aptech.com/?p=19541#comment-2289</guid>

					<description><![CDATA[Hello,

I run the data and found this error-G0025 : Undefined symbol: &#039;PDLMlevel&#039; [code.gss, line 31].

I am new to GAUSS, can someone help please?]]></description>
			<content:encoded><![CDATA[<p>Hello,</p>
<p>I run the data and found this error-G0025 : Undefined symbol: 'PDLMlevel' [code.gss, line 31].</p>
<p>I am new to GAUSS, can someone help please?</p>
]]></content:encoded>
		
			</item>
		<item>
		<title>
		By: Erica		</title>
		<link>https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2287</link>

		<dc:creator><![CDATA[Erica]]></dc:creator>
		<pubDate>Wed, 01 Jul 2020 18:06:25 +0000</pubDate>
		<guid isPermaLink="false">https://www.aptech.com/?p=19541#comment-2287</guid>

					<description><![CDATA[In reply to &lt;a href=&quot;https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2285&quot;&gt;Luke&lt;/a&gt;.

Hello Luke,

This is an excellent question and points to some of the issues with panel unit root testing. The situation can arise where, as a panel, we are able to reject the null hypothesis of a unit root but we cannot reject the null for certain individuals within the panel. 

The short answer is that:
1. The individual unit root test results tell us what we can conclude for each individual if we consider that individual&#039;s behavior alone.
2. The full panel data results tell us what we can conclude for the panel collectively. 

This would make an excellent future blog topic! 

Erica]]></description>
			<content:encoded><![CDATA[<p>In reply to <a href="https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2285">Luke</a>.</p>
<p>Hello Luke,</p>
<p>This is an excellent question and points to some of the issues with panel unit root testing. The situation can arise where, as a panel, we are able to reject the null hypothesis of a unit root but we cannot reject the null for certain individuals within the panel. </p>
<p>The short answer is that:<br />
1. The individual unit root test results tell us what we can conclude for each individual if we consider that individual's behavior alone.<br />
2. The full panel data results tell us what we can conclude for the panel collectively. </p>
<p>This would make an excellent future blog topic! </p>
<p>Erica</p>
]]></content:encoded>
		
			</item>
		<item>
		<title>
		By: Luke		</title>
		<link>https://www.aptech.com/blog/panel-data-structural-breaks-and-unit-root-testing/#comment-2285</link>

		<dc:creator><![CDATA[Luke]]></dc:creator>
		<pubDate>Sat, 27 Jun 2020 10:00:20 +0000</pubDate>
		<guid isPermaLink="false">https://www.aptech.com/?p=19541#comment-2285</guid>

					<description><![CDATA[How to determine the &quot;Reject the null&quot; for the individual if they are not unanimous.]]></description>
			<content:encoded><![CDATA[<p>How to determine the "Reject the null" for the individual if they are not unanimous.</p>
]]></content:encoded>
		
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