Sektor Rotation

cello

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Sektorrotaion - ein interessantes und sehr weitläufiges Thema

Ich mache hier mal einen Thread dafür auf. Man hätte es auch in das Thema Intermarket Analyse integrieren können.

Als Literatur dazu kann man die Bücher von Murhpy wärmstens empfehlen.

Hier eine gute Grafik mit den verschiedenen Sektoren aufgeteilt in die Marktzyklen, wo sie die anderen Sektoren outperformen:

sr1.PNG

Quelle: FAZ

Wie eingangs schon erwähnt ist die Sektorenrotation ein sehr weitläufiges Thema. Ich werde hier sicher nicht alles wissenswerte darüber abdecken können. Erstens weil es schlicht zu viel wäre und zweitens weil ich mich selbst noch zuwenig detailliert damit auskenne. Wenn also jemand etwas dazu beitragen kann, wäre das herzlich willkommen. Ich fange mal an mit der Beschreibung aus Wikipedia:
 

Sector rotation is a term normally applied to stock market trading patterns.[1] In this context, a sector is understood to mean a group of stocks representing companies in similar lines of business.

For example, an investor or trader may describe the current market movements as favoring basic material stocks over semiconductor stocks by calling the environment a sector rotation from semiconductors to basic materials.

Investors may use Exchange Traded Funds (ETFs) to buy a diversified portfolio of stocks in various sectors and market segments and manage the portfolio according to ETF Rotation strategies.
 

Concept

A sector rotation theory says a number of things. First, whatever sector is hot (has done well recently) should continue to outperform. Second, these sectors will eventually rotate so that whatever was once out of favor will be in favor. Third, these movements are somewhat predictable. and connected with the business cycle.

Sources

Much description of sector rotation is taken from Intermarket Analysis by John Murphy.

Sector Rotation Models exist primarily to help investors identify and participate in new trending sectors of the stock market. A sector rotation investment strategy is not a passive investment strategy like indexing, and requires periodic review and adjustment of sector holdings. Tactical asset allocation and sector rotation strategies require patience and discipline, but have the potential to outperform passive indexing investment strategies.

An example of a sector rotation theory would be:

Leading

This includes stocks like consumer cyclicals and financial companies. These would do well when the market is at bottom.

In-line

This includes stocks like technology and telecommunication. These should go up more than the overall market in the main part of a bull market.

Lagging

This includes stocks like energy companies. These would do well when the market is at top.

Contrarian

This includes consumer staples. These should do least bad in a bear market.

Note that this is sectors relative to the overall market. It is expected that, during a bear market, all stocks will go down some.

Connection with other markets

The primary driver of sector rotation is the variability of currency values (inflationary, disinflationary, or deflationary) and interest rates. As the economy expands, demand for raw materials creates inflationary pressures, which in turn prompt higher interest rates, which increase the value of the currency, which reduces the competitiveness of a country's exports as the currency causes them to cost more to other countries. This final stage causes the economy to contract, reducing demand for raw materials, which creates deflationary pressures, which in turn prompt lower interest rates, which decrease the value of the currency, which increases the competitiveness of a country's exports—creating a new market cycle. The relative strength of commodities, bonds, currencies, and stocks shift in this changing monetary climate in a somewhat predictable manner.

Quelle: https://en.wikipedia.org/wiki/Sector_rotation



 
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Murphy geht in seinem Buch "Trading with Intermarket Analysis: A Visual Approach to Beating the Financial Markets Using Exchange-Traded Funds" in Kapitel 9 auf die Relation zwischen Nicht-Basiskonsumgüter und Basiskonsumgüter ein.

Um die Nicht-Basiskonsumgüter/Basiskonsumgüter-Relation zu verfolgen nimmt Murphy die beiden ETFs XLY und XLP. Er zeitgt wie der Bruch des Abwärtstrends in der Relation XLY/XLP im 2009 ein Kaufsignal geliefert hat (grüner Kreis in der Grafik unten). Dieses Kaufsignal hat in etwa mit dem Tief im S&P 500 (blau) korrespondiert.

Anhang anzeigen 11678

Nun sieben Jahre später sehen wir wieder einen Trendbruch. Dieses mal nach unten.

Anhang anzeigen 11679

Ich denke, das kann man durchaus als Warnsignal interpretieren. Entwickelt sich diese Relation weiter nach unten, dann werden wir wohl noch ein grösseres Crashly sehen.

Hier noch der ganze Bereich 2006 - 2016

XLY-XLP_weekly_20160515.PNG

ich werde in nächster Zeit sicher vermehrt einen Blick darauf werfen.

 
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Hier eine gute Grafik mit den verschiedenen Sektoren aufgeteilt in die Marktzyklen,


Erinnert mich stark an den Produkt-Lebenszyklus (Product Life Cycle) im Marketing.

plc.jpg

Der wesentliche Unterschied dürfte sein, dass die meisten (Aktien-) Sektoren nach einem "Boden" sich wieder aufschwingen (in der FAZ Grafik z.B. Finanzdienstleistungen). während bei Produkten der Boden dann Boden bleibt (Bsp. Dampfmaschinen)

 
Erinnert mich stark an den Produkt-Lebenszyklus (Product Life Cycle) im Marketing.


Ja warum nicht. Geht bei beiden Modellen um Zyklen. Jedoch ganz verschiene Zyklen.

Beim sogenanten Sektorenrotations-Modell wird meisten diese Grafik gezeigt:

6a0105370026df970c01538decb605970b-800wi


Quelle: Artikel von Murphy http://stockcharts.com/articles/chartwatchers/2011/04/the-sector-rotation-model.html

Es zeigt einerseits den Wrtschaftszyklus (grün) und andererseits den Aktienmarktzyklus (rot). Erste Erkenntnis: Der Aktienmarkt eilt der Wirtschaft voraus. Das ist eigentlich fast immer so. Das wichtigste worum es in diesem Modell geht sind aber die verschiedenen Sektoren oben. Welche Sektoren performen am besten in welcher Phase des Aktienmarkt- bzw. Wirtschaftszyklus.

Man kann entweder entsprechend in die Sektoren investieren und je nach Phase in andere Sektoren wechseln. Oder man kann aus den Rotationen, welche ja am Markt ersichtlich sind, Schlüsse daraus ziehen, in welchem Stadium im Aktienmarktzyklus wir uns befinden.

 
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Danke für dieses Thema.

Murphy ist unbedingt empfehlenswert, da hast Du recht.


Ja, ist wirklich ein interessantes Thema. Wäre schön wenn sich noch jemand, der sich besser damit auskennt, beteiligen würde. Nixx hat den neuesten Murphy auch gelesen und kennt sich glaubs recht gut aus mit dem Thema.

Die Warnsignale mehren sich.


Solange das XLY/XLP Ratio nicht wieder über 1.55 geht sehe ich auch das immer noch als Warnsignal. Letzte Woche hat es sich knapp unter 1.50 eingependelt.

XLY-XLP_weekly_20160522.PNG

Falls es jemand selbst verfolgen will hier der Link: http://www.trader-forum.ch/charttool?tvwidgetsymbol=XLY/XLP

(Intraday Timeframe nur direkt auf TV möglich)

 
Zuletzt bearbeitet von einem Moderator:
XLY/XLP Ratio tendiert weiter nach unten. Ist alles in einem minimalen Bereich. Aber trotzdem auffallend da der Gesamtmarkt gleichzeitig nach oben tendiert.

mzyidgfa


 
XLY/XLP Ratio tendiert weiter nach unten. Ist alles in einem minimalen Bereich. Aber trotzdem auffallend da der Gesamtmarkt gleichzeitig nach oben tendiert.


Danke für Deine umfangreichen Charts !

Zum Thema 'sector rotation' folgender Beitrag auf ivolatility.com

Whac-a-Sector !

Lesenswert.

http://www.ivolatility.com/roller/page/trader?entry=volume_16_issue_23_br

Das Algo-Karussel dreht sich ...und dreht sich

Mein Favorit ist Kaffee. Da kommt noch was nach oben.

Gehört jedoch in einen anderen Thread

Gruss

Don

 
Wie genau, wenn man fragen darf? Short XLY und Long XLP same size?


Gibt verschiedene Varianten, je nach dem verschiebt es das Ratio etwas. Same Size ergibt einen Startwert von 1.

Hat die "same Size" Strategie dieselbe Vola wie die 1:1 gleiche Menge Strategie (angenommen XLY und XLP haben nicht die gleiche Vola)? Ich stelle dies jetzt mal etwas Lehrerhaft in den Raum um die stillen Mitleser etwas zum Denken zu animieren. :)

 
Hat die "same Size" Strategie dieselbe Vola wie die 1:1 gleiche Menge Strategie (angenommen XLY und XLP haben nicht die gleiche Vola)? Ich stelle dies jetzt mal etwas Lehrerhaft in den Raum um die stillen Mitleser etwas zum Denken zu animieren. :)


 Ich nehme mal an, gleich wie bei deinem Musterportfolio. Also mit Einbezug der Vola.

XLY/XLP Ratio heute nochmals einen Tick down

 
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Die Antwort auf die Frage ist, Nein das hat natürlich nicht die selbe Vola.

Die Begründung:
135adbdf4b3962af36d546611af67aebe433f1be


Hier die Volas der Instrumente XLP, XLY annualisiert mit 252, Durchschnitt seit 2010:





12.04%


17.29%





Bilder sagen wohl mehr als Worte, hier die drei Varianten (gleiche Stückzahl, gleicher Betrag [ex post] , gleiche Vola [ex post]):

Die Vola der Strats:





10.97%


11.54%


11.61%





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

Die 1:1 Stratgie entspricht dem Verlauf des Ratios, also wenn man genau ins Ratio investieren würde. Dass die beiden andern fast gleich sind ist entweder Zufall oder die Indizes sind ähnlich skalliert.

Welche Investitionsvariante ist nun korrekt? Ich weiss es nicht. Will man das Ratio genau abbilden eher die 1:1 wenn mit mit einem dominanten Leg leben kann ist das ok.

Man könnte auch mit dem Erwarteten Mean Return skallieren, dann wäre es wirklich ein sauberes Ratio und der Drift wäre draussen :roll:

ps: das schöne ist, das Ratio hat immer die gleiche Vola.

pss: korrigiert mich, wenn etwas falsch ist bitte :)

 
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Weißt einer von euch zufällig, wo man eine Schätzung/Berechnung der langfristigen Performance (25 Jahre) der verschiedenen Sektoren finden könnte? Das wäre einmal intressant zu wissen.

 
Weißt einer von euch zufällig, wo man eine Schätzung/Berechnung der langfristigen Performance (25 Jahre) der verschiedenen Sektoren finden könnte?


Hier die Charts der US Sektoren ETFs:

http://www.trader-forum.ch/charttool?tvwidgetsymbol=XLK

http://www.trader-forum.ch/charttool?tvwidgetsymbol=XLB

http://www.trader-forum.ch/charttool?tvwidgetsymbol=XLP

http://www.trader-forum.ch/charttool?tvwidgetsymbol=XLU

http://www.trader-forum.ch/charttool?tvwidgetsymbol=XLY

http://www.trader-forum.ch/charttool?tvwidgetsymbol=XLI

http://www.trader-forum.ch/charttool?tvwidgetsymbol=XLE

http://www.trader-forum.ch/charttool?tvwidgetsymbol=XLV

http://www.trader-forum.ch/charttool?tvwidgetsymbol=XLF

Die sollten alle ab 1999 verfügbar sein. Das sind immer fast 17 Jahre.

Kannst sie mit dem Compare Symbol auch übereinander legen um die Performance zu vergleichen. Das sieht dann so aus:

v3DfbnZg


Am besten selbst ausprobieren mit dem Charttool...

 
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Leider kenne ich mich mit Charttools nicht so aus........aber vielen Dank.

Allerdings scheint es so zu sein, dass bei den ETFs nicht alle Firmen gleichgewichtet sind, womit das Ergebnis etwas "verzerrt" wird.

Laut financial times haben tabak- und alkoholunternehmen, die beste aktienrendite über mehr als hundert jahre erbracht. Ich fände es jetzt intressant zu wissen, wie die Renditen der einzelnen Sektoren über 100 Jahre waren und wie groß die einzelnen Unterschiede wären. Leider weiß ich aber nicht, wo ich so etwas herkriegen könnte, außer von einem Wirtschaftshistoriker.

 
Yahoo, google

edit: dort kann man auch daten downloaden...einfachster Wer für Retail.

 
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