https://wikis.hu-berlin.de/mmstat/w/index.php?title=Zeitreihenanalyse&feed=atom&action=history
Zeitreihenanalyse - Versionsgeschichte
2024-03-28T16:44:17Z
Versionsgeschichte dieser Seite in MM*Stat
MediaWiki 1.39.6
https://wikis.hu-berlin.de/mmstat/w/index.php?title=Zeitreihenanalyse&diff=1661&oldid=prev
H0130wij am 7. April 2019 um 13:33 Uhr
2019-04-07T13:33:29Z
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<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Nächstältere Version</td>
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Version vom 7. April 2019, 14:33 Uhr</td>
</tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l1">Zeile 1:</td>
<td colspan="2" class="diff-lineno">Zeile 1:</td></tr>
<tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">{{Zeitreihen}}</ins></div></td></tr>
<tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;"></ins></div></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>=={{Vorlage:Überschrift}}==</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>=={{Vorlage:Überschrift}}==</div></td></tr>
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H0130wij
https://wikis.hu-berlin.de/mmstat/w/index.php?title=Zeitreihenanalyse&diff=1658&oldid=prev
H0130wij: /* Passagiere */
2019-04-07T13:08:45Z
<p><span dir="auto"><span class="autocomment">Passagiere</span></span></p>
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<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Nächstältere Version</td>
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Version vom 7. April 2019, 14:08 Uhr</td>
</tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l71">Zeile 71:</td>
<td colspan="2" class="diff-lineno">Zeile 71:</td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Anzahl der Passagiere der amerikanischen Flug-Gesellschaft Pan Am Januar 1949 - Dezember 1960</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Anzahl der Passagiere der amerikanischen Flug-Gesellschaft Pan Am Januar 1949 - Dezember 1960</div></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">{|</del></div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><<ins style="font-weight: bold; text-decoration: none;">iframe k</ins>="<ins style="font-weight: bold; text-decoration: none;">wiwi</ins>" <ins style="font-weight: bold; text-decoration: none;">p</ins>="<ins style="font-weight: bold; text-decoration: none;">examples/stat_Zeitreihenanalyse_panam_R00480004800000000000000_plot</ins>.<ins style="font-weight: bold; text-decoration: none;">html</ins>" /></div></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">|</del><<del style="font-weight: bold; text-decoration: none;">R output</del>="<del style="font-weight: bold; text-decoration: none;">display</del>"<del style="font-weight: bold; text-decoration: none;">></del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div> </div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">pdf(rpdf, width=10, height=7)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div> </div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> data(AirPassengers)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> AP = AirPassengers</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> par(mar=c(5, 7, 1, 2) + 0.1)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> par(mgp = c(3, 1, 0))</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> plot(AP, xlab</del>="<del style="font-weight: bold; text-decoration: none;">Zeit", ylab="Anzahl der Passagiere einer Flug-Gesellschaft (Tsd</del>.<del style="font-weight: bold; text-decoration: none;">)", axes=F, col="brown</del>"<del style="font-weight: bold; text-decoration: none;">, lwd=3)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> axis(1, tck=-0.02, at=seq(1949.083, 1961.083, by=1), label=seq(49.1, 61.1, by=1), cex.axis=0.85)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> axis(2, tck=-0.02, las=2)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div> </div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"><</del>/<del style="font-weight: bold; text-decoration: none;">R</del>></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">|}</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
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H0130wij
https://wikis.hu-berlin.de/mmstat/w/index.php?title=Zeitreihenanalyse&diff=1657&oldid=prev
H0130wij: /* Temperaturen */
2019-04-07T13:07:21Z
<p><span dir="auto"><span class="autocomment">Temperaturen</span></span></p>
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<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Nächstältere Version</td>
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Version vom 7. April 2019, 14:07 Uhr</td>
</tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l65">Zeile 65:</td>
<td colspan="2" class="diff-lineno">Zeile 65:</td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Tägliche Temperaturen in New York, Mai bis September 1973</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Tägliche Temperaturen in New York, Mai bis September 1973</div></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">{|</del></div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><<ins style="font-weight: bold; text-decoration: none;">iframe k</ins>="<ins style="font-weight: bold; text-decoration: none;">wiwi</ins>" <ins style="font-weight: bold; text-decoration: none;">p</ins>="<ins style="font-weight: bold; text-decoration: none;">examples/stat_Zeitreihenanalyse_temperaturNY_R00480004800000000000000_plot.html</ins>" /></div></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">|</del><<del style="font-weight: bold; text-decoration: none;">R output</del>="<del style="font-weight: bold; text-decoration: none;">display</del>"<del style="font-weight: bold; text-decoration: none;">></del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div> </div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">pdf(rpdf, width=10, height=7)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div> </div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">data(airquality)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">attach(airquality)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">plot(ts(Temp), xlab</del>="<del style="font-weight: bold; text-decoration: none;">Zeit", ylab="Temperatur [Fahrenheit]", axes=F, col=</del>"<del style="font-weight: bold; text-decoration: none;">green", lwd=2, ylim=c(50,100))</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">axis(1, tck=-0.02)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">axis(2, tck=-0.02, las=2)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div> </div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"><</del>/<del style="font-weight: bold; text-decoration: none;">R</del>></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">|}</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>===Passagiere===</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>===Passagiere===</div></td></tr>
</table>
H0130wij
https://wikis.hu-berlin.de/mmstat/w/index.php?title=Zeitreihenanalyse&diff=1656&oldid=prev
H0130wij: /* PKW */
2019-04-07T13:05:25Z
<p><span dir="auto"><span class="autocomment">PKW</span></span></p>
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<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Nächstältere Version</td>
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Version vom 7. April 2019, 14:05 Uhr</td>
</tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l59">Zeile 59:</td>
<td colspan="2" class="diff-lineno">Zeile 59:</td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Zulassungszahl neuer PKW in Berlin 1. Quartal 1977 - 4. Quartal 1989</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Zulassungszahl neuer PKW in Berlin 1. Quartal 1977 - 4. Quartal 1989</div></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">{|</del></div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><<ins style="font-weight: bold; text-decoration: none;">iframe k</ins>="<ins style="font-weight: bold; text-decoration: none;">wiwi</ins>" <ins style="font-weight: bold; text-decoration: none;">p</ins>="<ins style="font-weight: bold; text-decoration: none;">examples/stat_Zeitreihenanalyse_pkw_R00480004800000000000000_plot</ins>.<ins style="font-weight: bold; text-decoration: none;">html</ins>" /></div></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">|</del><<del style="font-weight: bold; text-decoration: none;">R output</del>="<del style="font-weight: bold; text-decoration: none;">display</del>"<del style="font-weight: bold; text-decoration: none;">></del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div> </div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">pdf(rpdf, width=10, height=7)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div> </div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> a = c(15222, 17456, 12988, 13833, 15407, 19110, 13479, 13139, 16407, 18738, 11923, 11853, 15869, 16109, 12883, 11712, 14495, 15373, 10341, 11111, 12985, 13397, 9474, 10043, 13431, 15968, 11246, 11261, 14908, 14581, 10498, 10657, 11078, 14858, 11473, 12384, 13801, 17143, 14249, 14712, 12603, 16799, 15611, 15568, 13077, 17098, 14159, 13085, 14093, 16344, 12044, 13762)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> t = ts(a, start=c(1977,1), end=c(1989,4), fr=4)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> plot(t, ylim=c(8000,20000), xlab</del>="<del style="font-weight: bold; text-decoration: none;">Zeit", ylab="Zulassungszahl neuer Pkw (Tsd</del>.<del style="font-weight: bold; text-decoration: none;">)</del>"<del style="font-weight: bold; text-decoration: none;">, col="red", lwd=3, axes=F)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> axis(1, at=seq(1977.1, 1989.4, by=1.0), label=seq(77.1, 89.4, by=1.0), tck=-0.02)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> axis(2, at=seq(8000, 20000, by=2000), label=seq(8, 20, by=2), las=2, tck=-0.02)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div> </div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"><</del>/<del style="font-weight: bold; text-decoration: none;">R</del>></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">|}</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>===Temperaturen===</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>===Temperaturen===</div></td></tr>
</table>
H0130wij
https://wikis.hu-berlin.de/mmstat/w/index.php?title=Zeitreihenanalyse&diff=1655&oldid=prev
H0130wij: /* Telefone */
2019-04-07T13:03:41Z
<p><span dir="auto"><span class="autocomment">Telefone</span></span></p>
<table style="background-color: #fff; color: #202122;" data-mw="interface">
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<col class="diff-content" />
<col class="diff-marker" />
<col class="diff-content" />
<tr class="diff-title" lang="de-x-formal">
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Nächstältere Version</td>
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Version vom 7. April 2019, 14:03 Uhr</td>
</tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l53">Zeile 53:</td>
<td colspan="2" class="diff-lineno">Zeile 53:</td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Anzahl der Telefone in den USA (in 1000) 1900 - 1970</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Anzahl der Telefone in den USA (in 1000) 1900 - 1970</div></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">{|</del></div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><<ins style="font-weight: bold; text-decoration: none;">iframe k</ins>="<ins style="font-weight: bold; text-decoration: none;">wiwi</ins>" <ins style="font-weight: bold; text-decoration: none;">p</ins>="<ins style="font-weight: bold; text-decoration: none;">examples/stat_Zeitreihenanalyse_telefon_R00480004800000000000000_plot</ins>.<ins style="font-weight: bold; text-decoration: none;">html</ins>" /></div></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">|</del><<del style="font-weight: bold; text-decoration: none;">R output</del>="<del style="font-weight: bold; text-decoration: none;">display</del>"<del style="font-weight: bold; text-decoration: none;">></del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div> </div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> pdf(rpdf, width=10, height=7)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> S = c(1355900, 1801100, 2371044, 2808900, 3353200, 4126900, 4932800, 6118578, 6483600, 6995700, 7635400, 8348700, 8729592, 9542500, 10046400, 10523500, 11241400, 11716520, 12077600, 12668500, 13411400, 13875200, 14347395, 15369500, 16208900, 16935900, 17746200, 18522767, 19341300, 20233000, 20201600, 19707600, 17424406, 16710900, 16968800, 17424000, 18433000, 19453401, 19953000, 20831000, 21928000, 23521000, 24919000, 26381000, 26859000, 27867000, 31611000, 34867000, 38205000, 40708000, 43003800, 45636400, 48056300, 50373000, 52813000, 56243200, 60190400, 63620900, 66629600, 70819000, 74341100, 77425400, 80971700, 84450300, 88787400, 93658800, 98785600, 103751900, 109255600, 115200700, 120221000);</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> tel = ts(S, start=1900, end=1970, fr=1)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> par(mar=c(5, 7, 1, 2) + 0.1)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> par(mgp = c(3, 1, 0))</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> plot(tel, lwd=3, col</del>="<del style="font-weight: bold; text-decoration: none;">blue", axes=F, xlab="Jahr", ylab="", ylim=c(0, 140000000))</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> axis(1, tck=-0</del>.<del style="font-weight: bold; text-decoration: none;">02)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> options(scipen=5)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> axis(2, at=seq(0, 140000000, by=20000000), label=seq(0, 140000, by=20000), las=2, tck=-0.02)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> par(mgp = c(5, 1, 0))</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"> title(ylab="Anzahl der Telefone in USA (1000)</del>"<del style="font-weight: bold; text-decoration: none;">)</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"><</del>/<del style="font-weight: bold; text-decoration: none;">R</del>></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">|}</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>===PKW===</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>===PKW===</div></td></tr>
</table>
H0130wij
https://wikis.hu-berlin.de/mmstat/w/index.php?title=Zeitreihenanalyse&diff=345&oldid=prev
Haberema am 16. Mai 2018 um 13:02 Uhr
2018-05-16T13:02:47Z
<p></p>
<table style="background-color: #fff; color: #202122;" data-mw="interface">
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<col class="diff-content" />
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<col class="diff-content" />
<tr class="diff-title" lang="de-x-formal">
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Nächstältere Version</td>
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Version vom 16. Mai 2018, 14:02 Uhr</td>
</tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l47">Zeile 47:</td>
<td colspan="2" class="diff-lineno">Zeile 47:</td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Preisindex für fremde Reparaturen und sonstige Dienstleistungen Berlin, 1. Quartal 1977 - 4. Quartal 1989</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Preisindex für fremde Reparaturen und sonstige Dienstleistungen Berlin, 1. Quartal 1977 - 4. Quartal 1989</div></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"><gallery></del></div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;">[[Datei:</ins>STAT-Zeitreihe1.gif<ins style="font-weight: bold; text-decoration: none;">]]</ins></div></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div>STAT-Zeitreihe1.gif</div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"></gallery></del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>===Telefone===</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>===Telefone===</div></td></tr>
</table>
Haberema
https://wikis.hu-berlin.de/mmstat/w/index.php?title=Zeitreihenanalyse&diff=342&oldid=prev
Haberema am 16. Mai 2018 um 12:47 Uhr
2018-05-16T12:47:07Z
<p></p>
<table style="background-color: #fff; color: #202122;" data-mw="interface">
<col class="diff-marker" />
<col class="diff-content" />
<col class="diff-marker" />
<col class="diff-content" />
<tr class="diff-title" lang="de-x-formal">
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Nächstältere Version</td>
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Version vom 16. Mai 2018, 13:47 Uhr</td>
</tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l47">Zeile 47:</td>
<td colspan="2" class="diff-lineno">Zeile 47:</td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Preisindex für fremde Reparaturen und sonstige Dienstleistungen Berlin, 1. Quartal 1977 - 4. Quartal 1989</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>Preisindex für fremde Reparaturen und sonstige Dienstleistungen Berlin, 1. Quartal 1977 - 4. Quartal 1989</div></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">[[Bild:</del>STAT-Zeitreihe1.gif<del style="font-weight: bold; text-decoration: none;">]]</del></div></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;"><gallery></ins></div></td></tr>
<tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div>STAT-Zeitreihe1.gif</div></td></tr>
<tr><td colspan="2" class="diff-side-deleted"></td><td class="diff-marker" data-marker="+"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;"><div><ins style="font-weight: bold; text-decoration: none;"></gallery></ins></div></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>===Telefone===</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>===Telefone===</div></td></tr>
</table>
Haberema
https://wikis.hu-berlin.de/mmstat/w/index.php?title=Zeitreihenanalyse&diff=313&oldid=prev
Haberema am 15. Mai 2018 um 15:31 Uhr
2018-05-15T15:31:39Z
<p></p>
<table style="background-color: #fff; color: #202122;" data-mw="interface">
<col class="diff-marker" />
<col class="diff-content" />
<col class="diff-marker" />
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<tr class="diff-title" lang="de-x-formal">
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">← Nächstältere Version</td>
<td colspan="2" style="background-color: #fff; color: #202122; text-align: center;">Version vom 15. Mai 2018, 16:31 Uhr</td>
</tr><tr><td colspan="2" class="diff-lineno" id="mw-diff-left-l1">Zeile 1:</td>
<td colspan="2" class="diff-lineno">Zeile 1:</td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;">{{Mmstat3:Statistik I&II/Zeitreihen|NaviExt}}</del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker" data-marker="−"></td><td style="color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #ffe49c; vertical-align: top; white-space: pre-wrap;"><div><del style="font-weight: bold; text-decoration: none;"></del></div></td><td colspan="2" class="diff-side-added"></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>=={{Vorlage:Überschrift}}==</div></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><div>=={{Vorlage:Überschrift}}==</div></td></tr>
<tr><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td><td class="diff-marker"></td><td style="background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;"><br/></td></tr>
</table>
Haberema
https://wikis.hu-berlin.de/mmstat/w/index.php?title=Zeitreihenanalyse&diff=306&oldid=prev
Haberema: Die Seite wurde neu angelegt: „{{Mmstat3:Statistik I&II/Zeitreihen|NaviExt}} =={{Vorlage:Überschrift}}== ===Zeitreihenanalyse und Zeitreihen=== Eine ''Zeitreihe'' zeichnet die Auspräg…“
2018-05-15T15:12:53Z
<p>Die Seite wurde neu angelegt: „{{Mmstat3:Statistik I&II/Zeitreihen|NaviExt}} =={{Vorlage:Überschrift}}== ===Zeitreihenanalyse und Zeitreihen=== Eine ''Zeitreihe'' zeichnet die Auspräg…“</p>
<p><b>Neue Seite</b></p><div>{{Mmstat3:Statistik I&II/Zeitreihen|NaviExt}}<br />
<br />
=={{Vorlage:Überschrift}}==<br />
<br />
===Zeitreihenanalyse und Zeitreihen===<br />
<br />
Eine ''Zeitreihe'' zeichnet die [[Ausprägung]]en eines [[Merkmal]]s (einer [[Variable]]n) <math>X\;</math> im Zeitverlauf auf.<br />
<br />
Die Betrachtung der [[Zeitreihe]]n in den unten stehenden Beispielen lässt erkennen, wie unterschiedlich die zeitliche Entwicklung der [[Merkmalsausprägung]]en sein kann. <br />
<br />
Diese verschiedenen Eigenschaften im jeweiligen Anwendungsfall zu erfassen, ist das Ziel der deskriptiven Analyse. Deskriptive Zeitreihenmodelle werden so gewählt, dass sie die Charakteristika der Reihe verdeutlichen.<br />
<br />
Zeitreihen können auch als Ergebnis eines stochastischen Prozesses interpretiert werden. Vor diesem Hintergrund versucht man stochastische Modelle zu finden, die zu den Beobachtungen geführt haben könnten. <br />
<br />
Besonderes Gewicht kommt hierbei der Identifikation von Einflussfaktoren, die häufig ebenfalls Zeitreihen sind, zu.<br />
<br />
Ein stochastisches Zeitreihenmodell kann helfen, den Prozess, der zu den Beobachtungen geführt hat, zu verstehen. <br />
<br />
Wenn man ferner annimmt, dass das Modell auch in der Zukunft noch gelten wird, ermöglicht es Voraussagen zukünftiger [[Merkmalsausprägung]]en. <br />
<br />
Im folgenden werden nur deskriptive Zeitreihenmodelle betrachtet.<br />
<br />
===Komponenten einer Zeitreihe===<br />
<br />
Um ihre charakteristischen Eigenschaften offenzulegen, zerlegt man [[Zeitreihe]]n häufig in ''Bewegungskomponenten'':<br />
<br />
* [[Trend]] <br />
<br />
: Allgemeine Tendenz der [[Zeitreihe]].<br />
<br />
* [[Periodische Schwankungen]]<br />
<br />
: Kurzfristige Einflüsse, die nach einem starren Muster die langfristige Entwicklung überlagern. Die Periodenlänge beträgt häufig ein Jahr, in diesem Fall spricht man von [[Saisonschwankung]]en.<br />
<br />
* Unregelmäßige Restschwankungen<br />
<br />
Der [[Trend]] und [[Saisonschwankung]] gelten als systematische Komponenten und werden in den folgenden Unterkapiteln weiter diskutiert.<br />
<br />
=={{Vorlage:Beispiele}}==<br />
<br />
[[Scatterplot]]s geben einen Eindruck von der Entwicklung der [[Merkmalsausprägung]]en im Zeitverlauf. <br />
<br />
Auf der Abzisse werden Indikatoren für den jeweiligen [[Beobachtung]]szeitpunkt (z.B. Jahreszahlen) abgetragen, die Ordinate gibt die zugehörige [[Merkmalswert]]e <math>x_{t}</math> an.<br />
<br />
Wie die folgenden Beispiele illustrieren, finden sich [[Zeitreihe]]n in den verschiedensten Wissensgebieten:<br />
<br />
===Reparaturen===<br />
<br />
Preisindex für fremde Reparaturen und sonstige Dienstleistungen Berlin, 1. Quartal 1977 - 4. Quartal 1989<br />
<br />
[[Bild:STAT-Zeitreihe1.gif]]<br />
<br />
===Telefone===<br />
<br />
Anzahl der Telefone in den USA (in 1000) 1900 - 1970<br />
<br />
{|<br />
|<R output="display"><br />
<br />
pdf(rpdf, width=10, height=7)<br />
S = c(1355900, 1801100, 2371044, 2808900, 3353200, 4126900, 4932800, 6118578, 6483600, 6995700, 7635400, 8348700, 8729592, 9542500, 10046400, 10523500, 11241400, 11716520, 12077600, 12668500, 13411400, 13875200, 14347395, 15369500, 16208900, 16935900, 17746200, 18522767, 19341300, 20233000, 20201600, 19707600, 17424406, 16710900, 16968800, 17424000, 18433000, 19453401, 19953000, 20831000, 21928000, 23521000, 24919000, 26381000, 26859000, 27867000, 31611000, 34867000, 38205000, 40708000, 43003800, 45636400, 48056300, 50373000, 52813000, 56243200, 60190400, 63620900, 66629600, 70819000, 74341100, 77425400, 80971700, 84450300, 88787400, 93658800, 98785600, 103751900, 109255600, 115200700, 120221000);<br />
tel = ts(S, start=1900, end=1970, fr=1)<br />
par(mar=c(5, 7, 1, 2) + 0.1)<br />
par(mgp = c(3, 1, 0))<br />
plot(tel, lwd=3, col="blue", axes=F, xlab="Jahr", ylab="", ylim=c(0, 140000000))<br />
axis(1, tck=-0.02)<br />
options(scipen=5)<br />
axis(2, at=seq(0, 140000000, by=20000000), label=seq(0, 140000, by=20000), las=2, tck=-0.02)<br />
par(mgp = c(5, 1, 0))<br />
title(ylab="Anzahl der Telefone in USA (1000)")<br />
</R><br />
|}<br />
<br />
===PKW===<br />
<br />
Zulassungszahl neuer PKW in Berlin 1. Quartal 1977 - 4. Quartal 1989<br />
<br />
{|<br />
|<R output="display"><br />
<br />
pdf(rpdf, width=10, height=7)<br />
<br />
a = c(15222, 17456, 12988, 13833, 15407, 19110, 13479, 13139, 16407, 18738, 11923, 11853, 15869, 16109, 12883, 11712, 14495, 15373, 10341, 11111, 12985, 13397, 9474, 10043, 13431, 15968, 11246, 11261, 14908, 14581, 10498, 10657, 11078, 14858, 11473, 12384, 13801, 17143, 14249, 14712, 12603, 16799, 15611, 15568, 13077, 17098, 14159, 13085, 14093, 16344, 12044, 13762)<br />
t = ts(a, start=c(1977,1), end=c(1989,4), fr=4)<br />
plot(t, ylim=c(8000,20000), xlab="Zeit", ylab="Zulassungszahl neuer Pkw (Tsd.)", col="red", lwd=3, axes=F)<br />
axis(1, at=seq(1977.1, 1989.4, by=1.0), label=seq(77.1, 89.4, by=1.0), tck=-0.02)<br />
axis(2, at=seq(8000, 20000, by=2000), label=seq(8, 20, by=2), las=2, tck=-0.02)<br />
<br />
</R><br />
|}<br />
<br />
===Temperaturen===<br />
<br />
Tägliche Temperaturen in New York, Mai bis September 1973<br />
<br />
{|<br />
|<R output="display"><br />
<br />
pdf(rpdf, width=10, height=7)<br />
<br />
data(airquality)<br />
attach(airquality)<br />
plot(ts(Temp), xlab="Zeit", ylab="Temperatur [Fahrenheit]", axes=F, col="green", lwd=2, ylim=c(50,100))<br />
axis(1, tck=-0.02)<br />
axis(2, tck=-0.02, las=2)<br />
<br />
</R><br />
|}<br />
<br />
===Passagiere===<br />
<br />
Anzahl der Passagiere der amerikanischen Flug-Gesellschaft Pan Am Januar 1949 - Dezember 1960<br />
<br />
{|<br />
|<R output="display"><br />
<br />
pdf(rpdf, width=10, height=7)<br />
<br />
data(AirPassengers)<br />
AP = AirPassengers<br />
par(mar=c(5, 7, 1, 2) + 0.1)<br />
par(mgp = c(3, 1, 0))<br />
plot(AP, xlab="Zeit", ylab="Anzahl der Passagiere einer Flug-Gesellschaft (Tsd.)", axes=F, col="brown", lwd=3)<br />
axis(1, tck=-0.02, at=seq(1949.083, 1961.083, by=1), label=seq(49.1, 61.1, by=1), cex.axis=0.85)<br />
axis(2, tck=-0.02, las=2)<br />
<br />
</R><br />
|}</div>
Haberema