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<!DOCTYPE HTML PUBLIC "-//W3C//DTD HTML 4.01 Transitional//EN" "http://www.w3.org/TR/html4/loose.dtd">
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DoubleQuantileFinder (Colt 1.2.0 - API Specification)
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<FONT SIZE="-1">
cern.jet.stat.quantile</FONT>
<BR>
Interface DoubleQuantileFinder</H2>
<DL>
<DT><B>All Superinterfaces:</B> <DD><A HREF="http://java.sun.com/j2se/1.4/docs/api/java/io/Serializable.html" title="class or interface in java.io">Serializable</A></DD>
</DL>
<HR>
<DL>
<DT>public interface <B>DoubleQuantileFinder</B><DT>extends <A HREF="http://java.sun.com/j2se/1.4/docs/api/java/io/Serializable.html" title="class or interface in java.io">Serializable</A></DL>

<P>
The interface shared by all quantile finders, no matter if they are exact or approximate.
 It is usually completely sufficient to operate on this interface only.
 Also see <A HREF="../../../../hep/aida/bin/QuantileBin1D.html" title="class in hep.aida.bin"><CODE>QuantileBin1D</CODE></A>, demonstrating how this package can be used.
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<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../cern/jet/stat/quantile/DoubleQuantileFinder.html#add(double)">add</A></B>(double&nbsp;value)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Adds a value to the receiver.</TD>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../cern/jet/stat/quantile/DoubleQuantileFinder.html#addAllOf(cern.colt.list.DoubleArrayList)">addAllOf</A></B>(<A HREF="../../../../cern/colt/list/DoubleArrayList.html" title="class in cern.colt.list">DoubleArrayList</A>&nbsp;values)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Adds all values of the specified list to the receiver.</TD>
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<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../cern/jet/stat/quantile/DoubleQuantileFinder.html#addAllOfFromTo(cern.colt.list.DoubleArrayList, int, int)">addAllOfFromTo</A></B>(<A HREF="../../../../cern/colt/list/DoubleArrayList.html" title="class in cern.colt.list">DoubleArrayList</A>&nbsp;values,
               int&nbsp;from,
               int&nbsp;to)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Adds the part of the specified list between indexes <tt>from</tt> (inclusive) and <tt>to</tt> (inclusive) to the receiver.</TD>
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<CODE>&nbsp;void</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../cern/jet/stat/quantile/DoubleQuantileFinder.html#clear()">clear</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Removes all elements from the receiver.</TD>
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<CODE>&nbsp;<A HREF="http://java.sun.com/j2se/1.4/docs/api/java/lang/Object.html" title="class or interface in java.lang">Object</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../cern/jet/stat/quantile/DoubleQuantileFinder.html#clone()">clone</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns a deep copy of the receiver.</TD>
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<CODE>&nbsp;boolean</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../cern/jet/stat/quantile/DoubleQuantileFinder.html#forEach(cern.colt.function.DoubleProcedure)">forEach</A></B>(<A HREF="../../../../cern/colt/function/DoubleProcedure.html" title="interface in cern.colt.function">DoubleProcedure</A>&nbsp;procedure)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Applies a procedure to each element of the receiver, if any.</TD>
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<CODE>&nbsp;long</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../cern/jet/stat/quantile/DoubleQuantileFinder.html#memory()">memory</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the number of elements currently needed to store all contained elements.</TD>
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<CODE>&nbsp;double</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../cern/jet/stat/quantile/DoubleQuantileFinder.html#phi(double)">phi</A></B>(double&nbsp;element)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns how many percent of the elements contained in the receiver are <tt>&lt;= element</tt>.</TD>
</TR>
<TR BGCOLOR="white" CLASS="TableRowColor">
<TD ALIGN="right" VALIGN="top" WIDTH="1%"><FONT SIZE="-1">
<CODE>&nbsp;<A HREF="../../../../cern/colt/list/DoubleArrayList.html" title="class in cern.colt.list">DoubleArrayList</A></CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../cern/jet/stat/quantile/DoubleQuantileFinder.html#quantileElements(cern.colt.list.DoubleArrayList)">quantileElements</A></B>(<A HREF="../../../../cern/colt/list/DoubleArrayList.html" title="class in cern.colt.list">DoubleArrayList</A>&nbsp;phis)</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Computes the specified quantile elements over the values previously added.</TD>
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<CODE>&nbsp;long</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../cern/jet/stat/quantile/DoubleQuantileFinder.html#size()">size</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the number of elements currently contained in the receiver (identical to the number of values added so far).</TD>
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<CODE>&nbsp;long</CODE></FONT></TD>
<TD><CODE><B><A HREF="../../../../cern/jet/stat/quantile/DoubleQuantileFinder.html#totalMemory()">totalMemory</A></B>()</CODE>

<BR>
&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Returns the number of elements currently needed to store all contained elements.</TD>
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<A NAME="add(double)"><!-- --></A><H3>
add</H3>
<PRE>
public void <B>add</B>(double&nbsp;value)</PRE>
<DL>
<DD>Adds a value to the receiver.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>value</CODE> - the value to add.</DL>
</DD>
</DL>
<HR>

<A NAME="addAllOf(cern.colt.list.DoubleArrayList)"><!-- --></A><H3>
addAllOf</H3>
<PRE>
public void <B>addAllOf</B>(<A HREF="../../../../cern/colt/list/DoubleArrayList.html" title="class in cern.colt.list">DoubleArrayList</A>&nbsp;values)</PRE>
<DL>
<DD>Adds all values of the specified list to the receiver.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>values</CODE> - the list of which all values shall be added.</DL>
</DD>
</DL>
<HR>

<A NAME="addAllOfFromTo(cern.colt.list.DoubleArrayList, int, int)"><!-- --></A><H3>
addAllOfFromTo</H3>
<PRE>
public void <B>addAllOfFromTo</B>(<A HREF="../../../../cern/colt/list/DoubleArrayList.html" title="class in cern.colt.list">DoubleArrayList</A>&nbsp;values,
                           int&nbsp;from,
                           int&nbsp;to)</PRE>
<DL>
<DD>Adds the part of the specified list between indexes <tt>from</tt> (inclusive) and <tt>to</tt> (inclusive) to the receiver.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>values</CODE> - the list of which elements shall be added.<DD><CODE>from</CODE> - the index of the first element to be added (inclusive).<DD><CODE>to</CODE> - the index of the last element to be added (inclusive).</DL>
</DD>
</DL>
<HR>

<A NAME="clear()"><!-- --></A><H3>
clear</H3>
<PRE>
public void <B>clear</B>()</PRE>
<DL>
<DD>Removes all elements from the receiver.  The receiver will
 be empty after this call returns, and its memory requirements will be close to zero.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
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<A NAME="clone()"><!-- --></A><H3>
clone</H3>
<PRE>
public <A HREF="http://java.sun.com/j2se/1.4/docs/api/java/lang/Object.html" title="class or interface in java.lang">Object</A> <B>clone</B>()</PRE>
<DL>
<DD>Returns a deep copy of the receiver.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>a deep copy of the receiver.</DL>
</DD>
</DL>
<HR>

<A NAME="forEach(cern.colt.function.DoubleProcedure)"><!-- --></A><H3>
forEach</H3>
<PRE>
public boolean <B>forEach</B>(<A HREF="../../../../cern/colt/function/DoubleProcedure.html" title="interface in cern.colt.function">DoubleProcedure</A>&nbsp;procedure)</PRE>
<DL>
<DD>Applies a procedure to each element of the receiver, if any.
 Iterates over the receiver in no particular order.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>procedure</CODE> - the procedure to be applied. Stops iteration if the procedure returns <tt>false</tt>, otherwise continues.
<DT><B>Returns:</B><DD><tt>false</tt> if the procedure stopped before all elements where iterated over, <tt>true</tt> otherwise.</DL>
</DD>
</DL>
<HR>

<A NAME="memory()"><!-- --></A><H3>
memory</H3>
<PRE>
public long <B>memory</B>()</PRE>
<DL>
<DD>Returns the number of elements currently needed to store all contained elements.
 This number usually differs from the results of method <tt>size()</tt>, according to the underlying datastructure.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>

<A NAME="phi(double)"><!-- --></A><H3>
phi</H3>
<PRE>
public double <B>phi</B>(double&nbsp;element)</PRE>
<DL>
<DD>Returns how many percent of the elements contained in the receiver are <tt>&lt;= element</tt>.
 Does linear interpolation if the element is not contained but lies in between two contained elements.

 Writing a wrapper is a good idea if you can think of better ways of doing interpolation.
 Same if you want to keep min,max and other such measures.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>

<DT><B>Returns:</B><DD>the percentage <tt>p</tt> of elements <tt>&lt;= element</tt> (<tt>0.0 &lt;= p &lt;=1.0)</tt>.</DL>
</DD>
</DL>
<HR>

<A NAME="quantileElements(cern.colt.list.DoubleArrayList)"><!-- --></A><H3>
quantileElements</H3>
<PRE>
public <A HREF="../../../../cern/colt/list/DoubleArrayList.html" title="class in cern.colt.list">DoubleArrayList</A> <B>quantileElements</B>(<A HREF="../../../../cern/colt/list/DoubleArrayList.html" title="class in cern.colt.list">DoubleArrayList</A>&nbsp;phis)</PRE>
<DL>
<DD>Computes the specified quantile elements over the values previously added.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
<DT><B>Parameters:</B><DD><CODE>phis</CODE> - the quantiles for which elements are to be computed. Each phi must be in the interval [0.0,1.0]. <tt>phis</tt> must be sorted ascending.
<DT><B>Returns:</B><DD>the quantile elements.</DL>
</DD>
</DL>
<HR>

<A NAME="size()"><!-- --></A><H3>
size</H3>
<PRE>
public long <B>size</B>()</PRE>
<DL>
<DD>Returns the number of elements currently contained in the receiver (identical to the number of values added so far).
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
</DL>
</DD>
</DL>
<HR>

<A NAME="totalMemory()"><!-- --></A><H3>
totalMemory</H3>
<PRE>
public long <B>totalMemory</B>()</PRE>
<DL>
<DD>Returns the number of elements currently needed to store all contained elements.
 This number usually differs from the results of method <tt>size()</tt>, according to the underlying datastructure.
<P>
<DD><DL>
</DL>
</DD>
<DD><DL>
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