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<channel>
	<title>thesIt &#187; basic</title>
	<atom:link href="http://lakm.us/thesit/tag/basic/feed/" rel="self" type="application/rss+xml" />
	<link>http://lakm.us/thesit</link>
	<description>computer science research log in semi microbloging style</description>
	<lastBuildDate>Tue, 24 Aug 2010 21:34:55 +0000</lastBuildDate>
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	<language>en</language>
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			<item>
		<title>If we assume a normally distributed popu &#8230;</title>
		<link>http://lakm.us/thesit/315/if-we-assume-a-normally-distributed-popu/</link>
		<comments>http://lakm.us/thesit/315/if-we-assume-a-normally-distributed-popu/#comments</comments>
		<pubDate>Sun, 22 Aug 2010 12:19:08 +0000</pubDate>
		<dc:creator>Arif</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[basic]]></category>
		<category><![CDATA[error]]></category>
		<category><![CDATA[residual error]]></category>
		<category><![CDATA[statistical error]]></category>
		<category><![CDATA[wikipedia]]></category>

		<guid isPermaLink="false">http://xp-racy.lan/s2/?p=315</guid>
		<description><![CDATA[If we assume a normally distributed population with mean μ and standard deviation σ, and take sample

statistical error is then

Residual
while residual is

hat over the letter ε indicates an observable estimate of an unobservable quantity called ε.]]></description>
			<content:encoded><![CDATA[<p>If we assume a normally distributed population with mean μ and standard deviation σ, and take sample</p>
<p><img src="http://lakm.us/thesit/wp-content/uploads/eq_4c96f0de2e43b51f187721c402c03630.png" align="absmiddle" class="tex" alt="x_{1}, x_{2},..., x_{n}\sim N(\mu,\sigma^{2})" /></p>
<p><a href="http://en.wikipedia.org/wiki/Errors_and_residuals_in_statistics">statistical error</a> is then<br />
<img src="http://lakm.us/thesit/wp-content/uploads/eq_d78f820e87995c9f70844afc97c6d21c.png" align="absmiddle" class="tex" alt="\varepsilon_{i}=x_{i}-\mu" /></p>
<h2>Residual</h2>
<p>while residual is<br />
<img src="http://lakm.us/thesit/wp-content/uploads/eq_ac9247e31ce87591744c02cfbedc4fac.png" align="absmiddle" class="tex" alt="\hat{\varepsilon}_{i}=x_{i}-\bar{x}" /></p>
<p>hat over the letter ε indicates an observable estimate of an <b>unobservable quantity</b> called ε.</p>]]></content:encoded>
			<wfw:commentRss>http://lakm.us/thesit/315/if-we-assume-a-normally-distributed-popu/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Boxplot drawing</title>
		<link>http://lakm.us/thesit/308/boxplot-drawing/</link>
		<comments>http://lakm.us/thesit/308/boxplot-drawing/#comments</comments>
		<pubDate>Sun, 22 Aug 2010 07:29:29 +0000</pubDate>
		<dc:creator>Arif</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[basic]]></category>
		<category><![CDATA[boxplot]]></category>
		<category><![CDATA[outlier]]></category>

		<guid isPermaLink="false">http://xp-racy.lan/s2/?p=308</guid>
		<description><![CDATA[Drawing boxplot from the following data, whiskers are determined from 1.5 IQR








no
datum
drawn as


1
0.026
outlier


2
0.048
whisker low


3
0.070
Q1


4
0.072



5
0.076
Q2


6
0.084



7
0.086



8
0.099
Q3


9
0.102



10
0.103
whisker high



Outlier
0.026 becomes outlier because 1.5IQR boundary (IQR = Q3 &#8211; Q1 = 0.02908) for the lower boundary is Q1 -1.5IQR = 0.0404, hence whisker is 0.048 which is more close to the box inside making 0.026 outlier.]]></description>
			<content:encoded><![CDATA[<p>Drawing boxplot from the following data, whiskers are determined from 1.5 IQR</p>
<table border="0" cellspacing="0" frame="VOID" rules="NONE">
<colgroup>
<col width="28"></col>
<col width="54"></col>
<col width="86"></col>
</colgroup>
<tbody>
<tr>
<td width="28" height="17" align="LEFT"><strong>no</strong></td>
<td width="54" align="LEFT"><strong>datum</strong></td>
<td width="86" align="LEFT"><strong>drawn as</strong></td>
</tr>
<tr>
<td height="17" align="RIGHT">1</td>
<td align="RIGHT">0.026</td>
<td align="RIGHT">outlier</td>
</tr>
<tr>
<td height="17" align="RIGHT">2</td>
<td align="RIGHT">0.048</td>
<td align="RIGHT">whisker low</td>
</tr>
<tr>
<td height="17" align="RIGHT">3</td>
<td align="RIGHT">0.070</td>
<td align="RIGHT">Q1</td>
</tr>
<tr>
<td height="17" align="RIGHT">4</td>
<td align="RIGHT">0.072</td>
<td align="LEFT"></td>
</tr>
<tr>
<td height="17" align="RIGHT">5</td>
<td align="RIGHT">0.076</td>
<td align="RIGHT">Q2</td>
</tr>
<tr>
<td height="17" align="RIGHT">6</td>
<td align="RIGHT">0.084</td>
<td align="LEFT"></td>
</tr>
<tr>
<td height="17" align="RIGHT">7</td>
<td align="RIGHT">0.086</td>
<td align="LEFT"></td>
</tr>
<tr>
<td height="17" align="RIGHT">8</td>
<td align="RIGHT">0.099</td>
<td align="RIGHT">Q3</td>
</tr>
<tr>
<td height="17" align="RIGHT">9</td>
<td align="RIGHT">0.102</td>
<td align="LEFT"></td>
</tr>
<tr>
<td height="17" align="RIGHT">10</td>
<td align="RIGHT">0.103</td>
<td align="RIGHT">whisker high</td>
</tr>
</tbody>
</table>
<h2>Outlier</h2>
<p>0.026 becomes <strong>outlier</strong> because 1.5IQR boundary (IQR = Q3 &#8211; Q1 = 0.02908) for the lower boundary is Q1 -1.5IQR = 0.0404, hence whisker is 0.048 which is more close to the box inside making 0.026 outlier.</p>
<div class="wp-caption aligncenter" style="width: 150px"><img title="boxplot-basic-concept-example.png" src="../../images/boxplot-basic-concept.png" alt="" width="140" height="269" /><p class="wp-caption-text">boxplot-basic-concept-example.png</p></div>]]></content:encoded>
			<wfw:commentRss>http://lakm.us/thesit/308/boxplot-drawing/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Viscosity is a measure of the resistance &#8230;</title>
		<link>http://lakm.us/thesit/307/viscosity-is-a-measure-of-the-resistance-2/</link>
		<comments>http://lakm.us/thesit/307/viscosity-is-a-measure-of-the-resistance-2/#comments</comments>
		<pubDate>Sun, 22 Aug 2010 06:43:00 +0000</pubDate>
		<dc:creator>Arif</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[basic]]></category>
		<category><![CDATA[viscosity]]></category>
		<category><![CDATA[wikipedia]]></category>

		<guid isPermaLink="false">http://xp-racy.lan/s2/?p=307</guid>
		<description><![CDATA[Viscosity is a measure of the resistance of a fluid which is being deformed by either shear stress or tensile stress.
The cgs physical unit for dynamic viscosity is the poise (P), more commonly expressed, particularly in ASTM standards, as centipoise (cP)]]></description>
			<content:encoded><![CDATA[<p><a href="http://en.wikipedia.org/wiki/Viscosity">Viscosity</a> is a measure of the <b>resistance</b> of a fluid which is being deformed by either <b>shear stress</b> or <b>tensile stress</b>.</p>
<p>The cgs physical unit for dynamic viscosity is the poise (P), more commonly expressed, particularly in ASTM standards, as centipoise (cP)</p>]]></content:encoded>
			<wfw:commentRss>http://lakm.us/thesit/307/viscosity-is-a-measure-of-the-resistance-2/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Density of a material is defined as its  &#8230;</title>
		<link>http://lakm.us/thesit/305/density-of-a-material-is-defined-as-its/</link>
		<comments>http://lakm.us/thesit/305/density-of-a-material-is-defined-as-its/#comments</comments>
		<pubDate>Sun, 22 Aug 2010 06:32:12 +0000</pubDate>
		<dc:creator>Arif</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[basic]]></category>
		<category><![CDATA[density]]></category>
		<category><![CDATA[wikipedia]]></category>

		<guid isPermaLink="false">http://xp-racy.lan/s2/?p=305</guid>
		<description><![CDATA[Density of a material is defined as its mass per unit volume.
ρ (in some countries i.e. USA) is also defined as weight per unit volume
Units:  (kg/m³), g/cm³]]></description>
			<content:encoded><![CDATA[<p><a href"http://en.wikipedia.org/wiki/Density">Density</a> of a material is defined as its <b>mass</b> per unit <b>volume</b>.<br />
<i>ρ</i> (in some countries i.e. USA) is also defined as weight per unit volume<br />
Units:  (kg/m³), g/cm³</p>]]></content:encoded>
			<wfw:commentRss>http://lakm.us/thesit/305/density-of-a-material-is-defined-as-its/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Easiest description standard deviation</title>
		<link>http://lakm.us/thesit/288/easiest-standard-deviation-is-distance-f/</link>
		<comments>http://lakm.us/thesit/288/easiest-standard-deviation-is-distance-f/#comments</comments>
		<pubDate>Mon, 28 Jun 2010 22:27:38 +0000</pubDate>
		<dc:creator>Arif</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[basic]]></category>
		<category><![CDATA[standard deviation]]></category>
		<category><![CDATA[statistics]]></category>
		<category><![CDATA[variance]]></category>

		<guid isPermaLink="false">http://xp-racy.lan/s2/?p=287</guid>
		<description><![CDATA[Easiest description for standard deviation definition is distance from mean (expected value) as shown in this graphical depiction

where all the values fall at σ distance within the dotted circle radius. Of course a more real-life situation is shown as

where σ is the square root of the following mean


σ² a.k.a. variance is averaged quadratic distances. Explanation:
Distance may [...]]]></description>
			<content:encoded><![CDATA[<p>Easiest description for <strong>standard deviation</strong> definition is distance from mean (expected value) as shown in this graphical depiction</p>
<p><img src="../../images/deviation_equal_distance.jpg" alt="" /><br />
where all the values fall at <em>σ</em> distance within the dotted circle radius. Of course a more real-life situation is shown as</p>
<p><img src="../../images/deviation_real_distance.jpg" alt="" /><br />
where <em>σ</em> is the square root of the following mean<br />
<img src="http://lakm.us/thesit/wp-content/uploads/eq_ea1bdb005435e38c51b9b9f4b79453a9.png" align="absmiddle" class="tex" alt="\sigma^2 =\frac{\sum_{i=1}^{n}{\sigma_{i}^2}}{n}" /><br />
<em></em></p>
<p><em>σ</em>²<em> </em>a.k.a. <strong>variance</strong> is averaged quadratic distances. <span style="background-color: #ffffff;">Explanation:</span></p>
<p><span style="background-color: #ffffff;">Distance may have several concepts, in this variance description, <strong>distance</strong> shows &#8220;how far&#8221; a value is from its population expected value (mean). Quadratic form of this &#8220;how far&#8221; is</span></p>
<p><img src="http://lakm.us/thesit/wp-content/uploads/eq_dce0a2d4d66dbfe40115f1fe0aedb9ab.png" align="absmiddle" class="tex" alt="\sigma_i=(x_i-\bar{x} )^2" /></p>]]></content:encoded>
			<wfw:commentRss>http://lakm.us/thesit/288/easiest-standard-deviation-is-distance-f/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>pH is a measure of the acidity or basici &#8230;</title>
		<link>http://lakm.us/thesit/261/ph-is-a-measure-of-the-acidity-or-basici/</link>
		<comments>http://lakm.us/thesit/261/ph-is-a-measure-of-the-acidity-or-basici/#comments</comments>
		<pubDate>Sat, 27 Feb 2010 10:56:17 +0000</pubDate>
		<dc:creator>Arif</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[basic]]></category>
		<category><![CDATA[pH]]></category>
		<category><![CDATA[wikipedia]]></category>

		<guid isPermaLink="false">http://xp-racy.lan/s2/?p=261</guid>
		<description><![CDATA[pH is a measure of the acidity or basicity of a solution, defined as minus the decimal logarithm of the hydrogen ion activity in a solution.
]]></description>
			<content:encoded><![CDATA[<p><a href="http://en.wikipedia.org/wiki/PH">pH</a> is a measure of the <strong>acidity</strong> or basicity of a solution, defined as minus the decimal logarithm of the hydrogen ion activity in a solution.</p>
<p><img src="http://lakm.us/thesit/wp-content/uploads/eq_5677676bc5cc58b4c7a629f3d7dbb321.png" align="absmiddle" class="tex" alt="pH=- log_{10} (a_{H^{+}})" /></p>
<div class="wp-caption alignnone" style="width: 325px"><img title="File:PH scale.png" src="http://upload.wikimedia.org/wikipedia/commons/thumb/4/46/PH_scale.png/639px-PH_scale.png" alt="Wikipedia File:PH scale.png" width="315" height="300" /><p class="wp-caption-text">common pH scale (can&#39;t find where water is?)</p></div>]]></content:encoded>
			<wfw:commentRss>http://lakm.us/thesit/261/ph-is-a-measure-of-the-acidity-or-basici/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Viscosity is a measure of the resistance &#8230;</title>
		<link>http://lakm.us/thesit/259/viscosity-is-a-measure-of-the-resistance/</link>
		<comments>http://lakm.us/thesit/259/viscosity-is-a-measure-of-the-resistance/#comments</comments>
		<pubDate>Sun, 21 Feb 2010 12:39:21 +0000</pubDate>
		<dc:creator>Arif</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[basic]]></category>
		<category><![CDATA[viscosity]]></category>
		<category><![CDATA[wikipedia]]></category>

		<guid isPermaLink="false">http://xp-racy.lan/s2/?p=259</guid>
		<description><![CDATA[Viscosity is a measure of the resistance of a fluid which is being deformed by either shear stress or tensional stress. In everyday terms (and for fluids only), viscosity is &#8220;thickness&#8221;. Thus, water is &#8220;thin&#8221;, having a lower viscosity, while honey is &#8220;thick&#8221;, having a higher viscosity.
Viscosity describes a fluid&#8217;s internal resistance to flow and [...]]]></description>
			<content:encoded><![CDATA[<p><a href="http://en.wikipedia.org/wiki/Viscosity">Viscosity</a> is a measure of the <b>resistance of a fluid</b> which is being deformed by either shear stress or tensional stress. In everyday terms (and for fluids only), viscosity is &#8220;thickness&#8221;. Thus, water is &#8220;thin&#8221;, having a lower viscosity, while honey is &#8220;thick&#8221;, having a higher viscosity.</p>
<p>Viscosity describes a fluid&#8217;s internal resistance to flow and may be thought of as a measure of fluid friction. See Newton&#8217; expression: the constant <b>μ</b> is known as the coefficient of viscosity, the viscosity, the dynamic viscosity, or the Newtonian viscosity.</p>]]></content:encoded>
			<wfw:commentRss>http://lakm.us/thesit/259/viscosity-is-a-measure-of-the-resistance/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Verification: Is the product being built &#8230;</title>
		<link>http://lakm.us/thesit/254/verification-is-the-product-being-built/</link>
		<comments>http://lakm.us/thesit/254/verification-is-the-product-being-built/#comments</comments>
		<pubDate>Sat, 20 Feb 2010 14:30:46 +0000</pubDate>
		<dc:creator>Arif</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[basic]]></category>
		<category><![CDATA[validation]]></category>
		<category><![CDATA[verification]]></category>

		<guid isPermaLink="false">http://xp-racy.lan/s2/?p=253</guid>
		<description><![CDATA[Verification: Is the product being built right?
Validation: Is the right product being built?]]></description>
			<content:encoded><![CDATA[<p>Verification: Is the product being <b>built right</b>?<br />
Validation: Is the <b>right product</b> being built?</p>]]></content:encoded>
			<wfw:commentRss>http://lakm.us/thesit/254/verification-is-the-product-being-built/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Spinning drop method (rotating drop meth &#8230;</title>
		<link>http://lakm.us/thesit/230/spinning-drop-method-rotating-drop-meth/</link>
		<comments>http://lakm.us/thesit/230/spinning-drop-method-rotating-drop-meth/#comments</comments>
		<pubDate>Fri, 19 Feb 2010 11:49:55 +0000</pubDate>
		<dc:creator>Arif</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[basic]]></category>
		<category><![CDATA[interfacial tension]]></category>
		<category><![CDATA[spinning drop]]></category>
		<category><![CDATA[tensiometer]]></category>
		<category><![CDATA[wikipedia]]></category>

		<guid isPermaLink="false">http://xp-racy.lan/s2/?p=230</guid>
		<description><![CDATA[Spinning drop method (rotating drop method) is one of the methods that is used to measure interfacial tension. Basically, measurements are carried out in a rotating horizontal tube which contains a dense fluid. One drop of a less dense liquid is placed inside the fluid.
Since the rotation of the horizontal tube creates a centrifugal force [...]]]></description>
			<content:encoded><![CDATA[<p><a href="http://en.wikipedia.org/wiki/Spinning_Drop_Method">Spinning drop method</a> (rotating drop method) is one of the methods that is used to measure interfacial tension. Basically, measurements are carried out in a rotating horizontal tube which contains a <strong>dense fluid</strong>. One drop of a <strong>less dense</strong> liquid is placed inside the fluid.</p>
<p>Since the rotation of the horizontal tube creates a centrifugal force towards the tube walls, the liquid drop starts to be <strong>elongated</strong> and this elongation <strong>stops</strong> when the interfacial tension and centrifugal forces are <strong>balanced</strong>. Values obtained at this equilibrium point are used to estimate surface tension of the particular liquid by using appropriate correlations. A device called “spinning drop <strong>tensiometer</strong>” is generally utilized for this purpose.</p>]]></content:encoded>
			<wfw:commentRss>http://lakm.us/thesit/230/spinning-drop-method-rotating-drop-meth/feed/</wfw:commentRss>
		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>radius of curvature of a curve at a poin &#8230;</title>
		<link>http://lakm.us/thesit/203/radius-of-curvature-of-a-curve-at-a-poin/</link>
		<comments>http://lakm.us/thesit/203/radius-of-curvature-of-a-curve-at-a-poin/#comments</comments>
		<pubDate>Wed, 17 Feb 2010 05:22:45 +0000</pubDate>
		<dc:creator>Arif</dc:creator>
				<category><![CDATA[Uncategorized]]></category>
		<category><![CDATA[basic]]></category>
		<category><![CDATA[interfacial tension]]></category>
		<category><![CDATA[wikipedia]]></category>
		<category><![CDATA[Young-Laplace]]></category>

		<guid isPermaLink="false">http://lakm.us/thesit/?p=203</guid>
		<description><![CDATA[radius of curvature of a curve at a point is the radius of the  osculating circle at that point.]]></description>
			<content:encoded><![CDATA[<div class="wp-caption alignnone" style="width: 240px"><img title="wikipedia osculating circle" src="http://upload.wikimedia.org/wikipedia/commons/8/84/Osculating_circle.svg" alt="http://upload.wikimedia.org/wikipedia/commons/8/84/Osculating_circle.svg" width="230" height="123" /><p class="wp-caption-text">osculating circle</p></div>
<p><a href="http://en.wikipedia.org/wiki/Radius_of_curvature_(applications)">radius of curvature</a> of a curve at a point is the radius of the <a href="http://en.wikipedia.org/wiki/Osculating_circle"> osculating circle</a> at that point.</p>]]></content:encoded>
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		</item>
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