tag:blogger.com,1999:blog-6768272657371812882024-03-13T12:39:51.029+01:00CopulaA Financial Think Tank. R Modules. Code Snippets. Ideas. Riskmanagement.Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.comBlogger64125tag:blogger.com,1999:blog-676827265737181288.post-58300859303396302962024-01-26T14:06:00.000+01:002024-01-26T14:06:00.137+01:00val Dogna con amore <div class="separator" style="clear: both; text-align: center;">
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</div><p>In previous posts I always emphasized that public companies have to be transparent to their shareholders.</p><p>I appreciate that there could be some sensitive topics, which can not be disclosed, such like a planned M&A transaction but at the end it is the shareholder who owns the company. </p><p>In previous studies I have investigated, if the Board of Directors are indeed the representatives of all shareholders and are adding value for the shareholders interest.</p><p>To provide maximum transparency to the shareholders we certainly need to make Board - Meetings more transparent. </p><p>A constant topic is the Executive Compensation and here in particular the CEO compensation package. </p><p>What is the fair price for a service as CEO?</p><p>At least the performance of the CEO is hugely transparent and therefore any shareholder can assess and decide if the compensation can be deemed as fair.</p><p>Now comparing the CEO compensation with the median salary of the company employees is certainly tempting - but is it useful?</p><p>I am mainly concerned with the way stock or option based compensation is calculated in this game.</p><p>Ignoring the option strike price is not useful. </p><p>I believe the first shares I ever bought were a local insurance company
in Germany. </p><p>They used to have a shareholder register (Namensaktie) and
your request to buy shares was subject to be registered in the
shareholder register thereby requiring an approval of the company.<br /></p><p>It is apparently a slower process but it puts the
company in control, who becomes a shareholder. In this way it
is a closed community and you can freely share all information with
your shareholders. </p><p>As liquidity requirements rose they have abandoned
this concept.</p><p>Maybe worth revisiting and maybe possible to adopt this concept with latest technology like blockchain.<br /></p><p> </p><p> <br /></p>Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com1tag:blogger.com,1999:blog-676827265737181288.post-20091426823763344652023-03-06T12:28:00.003+01:002023-03-20T09:33:46.616+01:00The Tide moves all the boats<p>The key question for any investment is, what is the fair value or an adequate price. </p><p>Now, this sounds like a simple question but it is even for professional investors hard to answer.</p><p>If you consider an individual stock, you would like to know, what part of the current stock price is attributable to the specific company and what is rather the result of current market conditions - often referred as beta. </p><p>It gets apparently even more complex, if we consider il-liquid assets, where the price can only be estimated as there are no comparable transactions. </p><p>If we purchase shares, we are often happy, if an analyst tells us, that the price is under book-value which might be a bargain. But if the book-value is made up of Patents or other IP rights you need to assess, if the reported value is approx. a fair market value.</p><p>Extremely difficult - I can tell you. <br /></p>Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-21893261244140110852023-01-20T21:47:00.000+01:002023-01-20T21:54:50.459+01:00Why we can not go back to business as usual<div dir="ltr">
During the period September 2008 to April 2009 we saw almost daily erroding news suggesting that the end of our financial system and the modern western society is near. It became obvious that we will have to pay a price for a system which is in place since the early 80s where politicians found it appropriate to finance growth by increasing debt and the FED supported this with extremely cheap money.<br>
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Early in the 90th there has been at least some discussions in the press, if we are allowed to increase debt and increase the future burden on our kids but critics still got quiet as the german unification was underway and we`ve been promised an even brighter future. <br>
This system can not go on forever and we all knew it and successfully ignored it. We were tempted to believe, we have everything under control and we are capable of generating more and more growth by spending more and more money - money we don't have, so we increased debts instead.<br>
This works as long as people walk in the same direction. Occassionally people get nervous and this is what provided the momentum for the financial crisis. It is exactly here where all finacial concepts and theories come to an end. Irrationality or sometime even sanity ruling the markets is not foreseen in their Efficient Market Hypothesis or Gaming Theory. It's not always rational - occasionally markets are everything else but rational.<div class="separator" style="clear: both; text-align: center;">
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In the 70th the costs of the vietnam war were getting higher and higher and the US issued more and more bonds. It was during this massive baisse market when academia hit wall-street.<br>
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We all knew that the big french banks would get into serious trouble, if the PIGS countries would default, that`s why Sarkozy was so desperate that Merkel would accept the ESM and approve that the ECB would start purchasing bonds - nobody else would pick up instead.<br>
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We also know that most of the Retail Fund Products launched in the 90s have been bearly actively managed they where rather safely assuming that performance is generated by beta - that's why an ETF is a perfect substitute for those products and it is certainly nowadays a serious thread to the Fund inducstry. In the 80s retail banks realized that they could introduce a new revenue stream by introducing funds and charge management fees instead of recommending Blue Chip shares to retail customers. <br>
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What we see currently is an amazing situation. We have countries like Germany paying no interest at all for issuing bonds and we have a monetary system with the ECB in place, where the banks can earn a modest 3 % spread by borrowing for 1 % and receiving 4 % without using any equity at all. Most of the investors would be delighted to get a risk free 3-5 % p.a. but those investors are just left with the default risk and market risks, yielding no return at all.<br>
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As of today it appears nothing has changed one needs to raise the hand and ask why the ECB has not lowered the interest rates in 80s already if it has no impact at all. Maybe the whole system with levereaged investments and ridicolous structured products would have not overheated and exploded as it did. What I found the most interesting part, having worked for both Buy and Sell-Side is that in general the parties are sceptical and don't trust each other much, so why should a retail investors have much confidence in the products being offered.<br>
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Politics are telling you since the 80s you need to invest in private life insurance - so you do. Life insurance get massive sponsorship and the insurance companies don't know where to invest the money. They pick up ABS, MBS, PE and all sorts of alternative investments and it works fine - they guarantee a modest premium on the risk free rate. When investors intends to withdraw from a life insurance with a remaining duration of 20 years they get hit by all administration and sales costs and lose money.<br>
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Just last week I read an article - unfortunately I forgot where - but the author essentially said that in economic models a positive interest rate is required because otherwise the market will be faced with companies who can borrow for 0 % and continue doing business while otherwise they would need to default. To be honest I never looked at it this way and I would guess I wouldn't have any issues with this because that will be the future anyway.<br>
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By the way technology is progressing, we will need to restructure a significant part of our industry. Look at Germany, famous for cars and engineering. We have a lot of SME companies with a 100 % dependency on the automobile industry. Now look at Tesla and autonomous cars - can you see the clouds coming up on the horizon. This autonomous cars will probably be build with lightweight material rather than steel. In Germany we have 80 Million people where just under 40 Million are employed. I guess 50 % of the 40 Million are currently dependent on industries, which will not be around in 10 - 15 years from now. So what are we doing with this people. A start might be to pay a pension to all inhabitants like Finnland investigates and bootstrap the administration of this massive money transfer system. <br>
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Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-14623553607649674072023-01-20T12:52:00.001+01:002023-09-07T11:10:59.478+02:00Sumiko Moonstone vs. AT-VM95SG<div class="separator" style="clear: both; text-align: center;">
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</div><p>Just got my new Sumiko Moonstone for my Teac TN400BT - I have hardly words how good this sounds. Amazing volume compared to the previous AudioTechnica.</p><p>Don't get me wrong - I love AudioTechnica and I have a few systems but this time I was looking for a sort of affordable upgrade to the system.</p><p>With under 300 € this is an amazing upgrade.</p><p>Listening to the new Alphaville Symphonic is simply amazing.</p><p><br></p><p>Big Love and Thanks to my friends at Sumiko!!!!<br></p><p><br></p>Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-70965147715236788672023-01-20T09:42:00.003+01:002023-09-07T11:09:52.817+02:00Georg Danzer<p> "Wer die Veraenderung nicht will, der will auch nicht das Leben"</p><p><br /></p><p>Der grossartige Gerog Danzer.</p><p><br /></p><p>Gerade das Spaetwerk z.B. Grosse Dinge sind Meisterwerke.</p><p>Bin sehr froh in oft Live gesehen und gehoert zu haben. Zusammen mit Uli Baer in Schwabing - unglaublich. <br /></p>Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-19504577061539848702023-01-19T09:52:00.001+01:002023-01-19T10:11:28.466+01:00Goldrush<p>Back in 1998 - just before our IPO - we had a sales - meeting in SFO.</p><p>The CEO told us that we should remind ourselves that the people who got rich during the goldrush - where not the treasury hunters and gold miners but the people who sold them the tools.</p><p>We are selling the tools for e-commerce.</p><p><br /></p><p>I believe this was the line - I could not relate to the story but nowadays I keep constantly asking me the same question - is this guy selling me merely tools.</p><p><br /></p><p>Just because you have asked.</p><p> No, the company is not around anymore. <br /></p><p> I suppose it is not sufficient to sell tools.<br /></p>Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-74507484449561425702023-01-13T13:57:00.004+01:002023-01-20T21:33:11.732+01:00Pro-Ject VTE vs. TEAC TN 400-BT<p>I really tried but at the end it did not work for me.<br></p><p>I like the work Pro-Ject is putting into analog hifi - in particular to make analog hifi affordable to new analog - lovers and addicts.</p><span><a name="more"></a></span><p><br></p><p>I think it is 20 years back, when I bought my first Pro-Ject debut - I switched soon to the Pro-Ject RPM 9 Series to hopefully get more out of my vinyl before I settled for another turntable.</p><p>I have found the tonearm my main problem also I bought the Pro-Ject highly sophisticated alignment tool. Which is an outstanding tool on its own.</p><p>I also tried pre-amps of pro-ject but nothing I have owned could compete with the Phonosophie Pre-Amp I owned. </p><p>In my new house I thought I give Bluetooth a go and was impressed with the TEAC TN 400 BT. </p><p> <br></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj3yDT_P94BTfxOBEAaWGsiNsaAtOvosOLSZUYvB7lvats2LZGVdkXwJzrFvpMKhJ9XH243wtR_OoS_6_JCExeC3DOtHDxvPGXNlvTTpoeN7M30l3pPtfFjvubc74NsjN60hBvXd0PNoq566T8iZsn9GPWmwizlSTTesSfpPTWebTerwVe2dT_D0bDs/s3264/IMG_20230113_135525.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="1632" data-original-width="3264" height="160" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj3yDT_P94BTfxOBEAaWGsiNsaAtOvosOLSZUYvB7lvats2LZGVdkXwJzrFvpMKhJ9XH243wtR_OoS_6_JCExeC3DOtHDxvPGXNlvTTpoeN7M30l3pPtfFjvubc74NsjN60hBvXd0PNoq566T8iZsn9GPWmwizlSTTesSfpPTWebTerwVe2dT_D0bDs/s320/IMG_20230113_135525.jpg" width="320"></a></div><br><p></p><p>Then I saw the Pro-Ject VTE with Bluetooth and I thought it would be cool to have a wall-mounted player. </p><p>It looks terrific on my wall and all my guests are impressed. </p><p></p><div class="separator" style="clear: both; text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_xGPoQEFiGIYhHxJpOWu7WvrYoP0Dd-ueYf_5EYbPG-S-fSvAXDaVqQuT4qoaaK4Wch8HmCwHD7OgzQjW1u0gB2PF2Pqs6mFgXx9nZgcE4kehKFXQ3aBfoDQhJCnB6v28Ke9sB4vrkt7smi7sBK0KsDuK-eZEcDhJrfjzB7n6tHYJ0hebAKxSQGfU/s3264/IMG_20230113_135512.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="3264" data-original-width="1632" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj_xGPoQEFiGIYhHxJpOWu7WvrYoP0Dd-ueYf_5EYbPG-S-fSvAXDaVqQuT4qoaaK4Wch8HmCwHD7OgzQjW1u0gB2PF2Pqs6mFgXx9nZgcE4kehKFXQ3aBfoDQhJCnB6v28Ke9sB4vrkt7smi7sBK0KsDuK-eZEcDhJrfjzB7n6tHYJ0hebAKxSQGfU/s320/IMG_20230113_135512.jpg" width="160"></a></div><br> <p></p><p>The bluetooth quality of the TEAC is superb it is using APTX and probably can not be compared with the Pro-Ject VTE - however the connection with the Pro-Ject to my active speakers is not realiable - sometimes it works just after a few minutes - whereas with the TEAC you simply turn it on and it connects immediately.</p><p>So, now I have it hanging on the wall as a picture or modern art but are not using it anymore as the TEAC is clearly outperforming the VTE.<br></p><p><br></p>Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-88796209867677755432023-01-10T02:00:00.002+01:002023-01-10T12:20:12.072+01:00Fading industries<p>When looking for upcoming industries to invest in it helps to frame a bit the expectations and use some well known proxies to understand potential rewards.</p><p>I was brought up in Munich (Germany) and as you all know, German = Auto.</p><p>In the eighties of the previous century however this industry seems to fade rapidly.</p><p><span></span></p><a name='more'></a> <p></p><p>Nobody wanted a Porsche - it was not an icon of luxury and design and I believe the quality was not good either.</p><p>Mercedes was dominating a luxury segment but it was uncertain - if people would continue to buy cars with this price tag and with this gas consumption. In general the awareness about the environment was gaining momentum and it was very uncertain what this means for the industry. </p><p></p><p>Unemployment was high at this time and the jobs in the IT - Industry were low. The future for the baby boomers was not exactly bright and if you had hope that new politicians would build the future for this generation you would be very disappointed. They would provide you with an outlook of a close nuclear war in Europe or a nuclear catastrophe. <br /></p><p>It was far from fun being the CEO of BMW or Daimler at this time.</p><p>Edzard Reuter, CEO of Daimler at this time, was the bravest of it all. He developed a Strategy for Daimler, where the strong dependency of the Mercedes - Results should be diversified within a decade. He acquired a lot of companies in the IT and Aerospace Industry and he implemented this strategy until he was stopped by his unpatient shareholders.</p><p>The record industry might be another example - now we use streaming and the record companies are trying to protect the back-catalog. </p><p>In the old days, musicians had to perform live to make a living until the reproduction of the music allowed them to license the work and build a distribution of the records and a vast industry.</p><p>In the 70s they already suffered when Tape-Desks allowed the copying of records.</p><p>They developed claims like "Home-taping is killing records"</p><p>The best answer to this claim was a copy of record I saw - I suppose not licensed - with the imprint</p><p>"Homefucking is killing prostitution"</p><p><br /></p><p><br /></p>Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-61646444809500850382023-01-04T11:16:00.000+01:002023-01-04T11:16:01.021+01:00New Year - New Start<p>Re-balancing is the name of the game.<br /></p><p>Not unusual for January.</p><p>I go through my watchlist and check, if one of the candidates is worth an investment.</p><p>As my aim is capital preservation the new challenge is to compensate for inflation as well.</p><p>When reading through some reports I came across a usual comment regarding the sale of company insiders being considered as negative signal.</p><p>By now Executive Compensation Packages are very complex as they are trying to align Shareholder Value both at short-term and long-term.</p><p>While the restrictions for Executives to sell shares (exercise options) are fairly limited and complicated. In my old days we had a blackout period and that was it. </p><p>Nowadays you are much saver, if you have a constant sales process in place, where you announce to your investors the plan in advance.</p><p>As Options are an essential part of the Remuneration Package it is in my mind not a bad signal, if an Executive is selling shares - rather the opposite.</p><p><br /></p>Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-24127179272902337772022-08-04T12:38:00.005+02:002022-08-16T08:35:23.822+02:00Post-Financial Melt-Down<p>Around 12 years ago I have started this blog- I thought we are on the way towards a new financial regime and I thought after the blow-up in 2008 things will change. Forever.</p><p></p><p>Time has moved on and around 2014 I realized that probably nothing will change.</p><p></p><p>We all witnessed events, which consumed our attention</p><p><span></span></p><a name='more'></a><p></p><p>- near-default of Greece</p><p>- near-collapse of the EURO <br /></p><p>- covid</p><p></p><p>The treatment is always the same.</p><p>1. Apply Cortison </p><p>2. Monitor and Wait</p><p>3. More Cortison<br /></p><p>Treat the root-cause - Never. </p><p>No time, next crisis - same treatment.</p><p>We are not trying to resolve an issue anymore - we are chased by events and simply act.</p><p>Why?</p><p>This has a lot to do with the overwhelming news flow and the way we are presenting events.</p><p>Have you ever watched a NEWS channel on TV?</p><p>Do you believe you know more afterwards?</p><h3 style="text-align: left;">Global Financial Crisis (GFC) 2008</h3><p>We all know, that the root cause of the GFC 2008 was not the evil Wall-Street Banker, who structured (bundled), let's say risky assets. </p><p>No, the key question is,<b> why </b>did people get a loan for a house, who can not afford a house / mortgage.</p><p>Here we are in the early 90' in the Clinton administration, where the promise to the people was simple. If you work you should be able to afford a home. So state owned loan providers (Fanny Mae etc.) had a clear political instruction to grant loans and apply a new check for credit-lines which was less restrictive.<br /></p><p>Interesting enough - and this shows you how absurd financial engineering is - if you double a tune or frequency you get a stronger signal and as a result a louder tone. I do not know, how you can conclude that two broken signals, will result in a healthy one.</p><p>Or in other words, how can a non-investment grade become investment grade by simply bundling?</p><p>So, at a certain moment in the game, when the market had momentum and money flew-in like crazy and life was great - a boring Controller of a large Lender asked about mitigating the default - risk. </p><p>He approached the investment bank and they contacted their bodies in the insurance world and here you go, they granted the insurance coverage based on the financial model. </p><p>Controller happy!</p><p>Investment Banker happy!</p><p>Insurance broker happy!</p><p>Who crashed the Party?</p><p>I can not answer but certainly Obama did not do a lot to criticize the Clinton Administration. Normal, one can say. However given the amount of money required to heal the pain the educated investor would expect a bit more action.</p><p>Not much happened !</p><p>I went back to university to understand the finance guys and received a degree as Financial Analyst. I had a desire to understand this industry much better and make more educated decisions.</p><p>Did it work?</p><p>Well, honestly it almost paralyzed my investment process.</p><p>While politics can provide a stimulus to encourage an industry to move into another direction - it is often enough to complex to see, what happens 15 years later. </p><p>Was Clinton wrong?</p><p>No.</p><p>Were there signs of a problem?</p><p>Under German law you can only insure your house with one policy against fire. </p><p>If you insure the same house twice it is considered a fraud. </p><p>Here we had one loan - with 1000s of insurance policies. </p><p> </p><p> </p><p> <br /></p><p> <br /></p><p></p><p><br /></p><p> </p><p> <br /></p><p> </p><p> <br /></p><p> <br /></p><p> </p><p> </p><p> <br /></p><p> <br /></p><p> </p><p> </p><p><br /></p>Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-78548495443890779972022-06-23T10:28:00.000+02:002022-07-05T14:39:07.296+02:00In the long run we are all dead<div>Das beruehmte Keynes Zitat ist, abgesehen vom hohen Wahrheitsgehalt, auch eine doch recht pragmatische Einstellung, moeglicherweise berechtigten Einwaenden entgegenzutreten. <br /></div><div><br /></div><div>Es laesst keine weitere Eroerterung zu diesem Thema mehr zu und beendet die Diskussison. Endgueltig!</div><div> </div><div><span><a name='more'></a></span> </div><div> </div><div></div><div><br /></div><div>Nun sind beinahe 100 Jahre vergangen und unsere Welt ist eine andere als in den 20er Jahren des vergangenen Jahrhunderts. Waren damals die durchaus ehrenwerten Ansaetze schnell die Produktivitaet und den Wohlstand vor dem ersten Weltkrieg in Europa wieder herzustellen, haben wir es heute mit einem exponentiellen technischen Fortschritt zu tun, den wir nicht berechnen koennen.</div><div><br /></div><div>Hier wuerde vermutlich ein weiteres Keynes Zitat passen - we simply don't know. Das muss auch in etwa die Inspiration von Alan Greenspan gewesen sein, als er dem Senat Rede und Antwort zur Finanzkrise 2008 stand und der Praesident wissen wollte, wie konnte es dazu kommen. Ja, Sie ahnen es, die Antwort war - we are simply not smart enough.</div><div><br /></div><div>Man gewinnt den Eindruck, als waere die Gleichsetzung bei Keynes in etwa diese:</div><div><br /></div><div>Zukunft = Risiko = nicht planbar = nicht relevant</div><div> </div><div><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto;"><tbody><tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhg0bqAWGZiJYt5odXim7vJvoGelQ18Igw45QxVNmjv-mZpberKWuINB2Ucj56Fc-BUmn4l3cc58_uYUC-8UufY_uy9NGZn2dWqlO7ZB-kpI4M5mwkBoVg0gvnbJR1LnLTSR9vvRbnUT-k/s2048/DSCF6461.JPG" style="margin-left: auto; margin-right: auto;"><img border="0" data-original-height="2048" data-original-width="1365" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhg0bqAWGZiJYt5odXim7vJvoGelQ18Igw45QxVNmjv-mZpberKWuINB2Ucj56Fc-BUmn4l3cc58_uYUC-8UufY_uy9NGZn2dWqlO7ZB-kpI4M5mwkBoVg0gvnbJR1LnLTSR9vvRbnUT-k/s320/DSCF6461.JPG" /></a></td></tr><tr><td class="tr-caption" style="text-align: center;">Hommage an Markus Fraeger <br /></td><td class="tr-caption" style="text-align: center;"><br /></td></tr></tbody></table><br /> </div><div><br /></div><div>Bestimmt ist es nicht voellig falsch, den demographischen Wandel zu erwaehnen, wenn es um eine umlagenfinanzierte Rente geht.</div><div>Es wird vielleicht in meinen Augen etwas ueberstrapaziert. In den 1980er Jahren prognostizierte jeder eine Massenarbeitslosigkeit, weil der Fortschritt der Datentechnik und der damit verbundene Wandel im Buero gegenwaertig wurden.</div><div>Wieviel des demographischen Wandels durch technologischen Fortschritt aufgefangen wird ist schwer abzuschaetzen und deshalb - hier bin ich ganz bei Keynes - we simply do not know. </div><div> </div><div>Aber in den letzten Jahren hat die Digitalisierung schon ganz erheblich die Gesellschaft und Arbeitswelt veraendert und moeglicherweise, waere eine Rentenreform langsam angebracht, denn die geht ja noch auf das 18. Jahrhundert zurueck und hat sich nur unwesentlich veraendert. Der hochgelobte Bismarck, begegnete damit lediglich den streikenden Bergarbeitern.<br /></div><div> </div><div>Ausserdem waere es schon wuenschenswert, dass ein Staat die Rentenverpflichtungen aehnlich behandelt, wie ein DAX-Konzern - dann haetten wir naemlich einen Deckungsstock, der auch aktiv bewirtschaftet werden kann und dem Gesamtwohl zugute kommt und braeuchten nicht neidisch nach Norwegen schielen. </div><div><br /></div><div>Also, es gibt noch viel Gestaltungsspielraum und Anpassungsbedarf.<br /></div><div><br /></div><br /><div><br /></div><div><br /></div><div><br /></div>Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.comtag:blogger.com,1999:blog-676827265737181288.post-77219082481966475592022-06-01T15:50:00.001+02:002023-01-07T10:39:38.170+01:00On the road<p> Taxi Driver "What are you doing for living?"</p><p>Guest "I am in a Band"</p><p>Taxi Driver "Do I need to know you?"</p><p>Guest "Look at me, I am almost 60 years and you do not know me"</p><p>Taxi Driver "You are right - you guys must be a bunch of losers"<br /></p>Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-62875107036426635602022-05-04T09:20:00.000+02:002022-07-05T14:38:44.297+02:00Tail Events and Financial Engineering<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhbjCC1kPt1XZsOn4vrT9trmqNil_BmcLnTB3vBNhzY5Hjt61WBtHGHVe-xbwzbLNA0FHJV3FElMYDKf5cuBI2OCMLbuVvyAW5AxAMFjEgJZLQtrayvvQD1s4TBTbf93p-A1Dzxhz8SbCk/s1600/Wi-Fi%252520SD.jpg" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="240" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhbjCC1kPt1XZsOn4vrT9trmqNil_BmcLnTB3vBNhzY5Hjt61WBtHGHVe-xbwzbLNA0FHJV3FElMYDKf5cuBI2OCMLbuVvyAW5AxAMFjEgJZLQtrayvvQD1s4TBTbf93p-A1Dzxhz8SbCk/s320/Wi-Fi%252520SD.jpg" width="320" /></a></div>
<div dir="ltr"> <br /></div><div dir="ltr">Because I love Bee-Movie and the bumblebee paradox - I have selected this picture. It is a nice enough side story for the following. </div><div dir="ltr"><br /></div><div dir="ltr">I was always amazed how quickly new financial models get absorbed and used in production. If you consider the long development cycle in the pharmaceutical industry it becomes obvious that products who are the results of financial engineering are not sufficiently tested and are just sold somehow careless to the market. No wonder that the side effects have never been tested or even worse never be considered. </div><div dir="ltr"><span><a name='more'></a></span> </div>
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If you consider the set-up in a lab and the daily use in production there is certainly a massive difference and a product which might have worked brilliant under lab conditions might be a real disappoitment once deployed in production. </div>
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Usually Financial Products are also developed under lab conditions. Just consider the back-testing issue providing the illussion of a long and sound track-record. Why is it even possible to include a Historic NAV development based on a simulated time series as part of a Factsheet. </div>
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Now how are we testing the product to check ex-ante the risks involved.</div>
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If we consider the massive devastating impact of the MBS Desaster in the US and the spillover - effects to other asset classes it becomes obvious that we should control the number of securities issued. If we have 1 house, we should have a 1 by 1 coverage of mortgage and CDS and Insurance in case the borrower defaults.</div>
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If we allow 1 house to be protected by 100 insurance policies we simply pay in 99 cases money to people with no interest in the underlying security. If you try to insure your house 100 times it is considered a fraud.<br /></div>
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If we find it appropriate that we investigate, if Microsoft is controlling a market why are we not investigating this market worth trillions of Dollars. To the best of my knowledge not much happend ex-post melt down. <br />
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I never thought I'm gonna propose this but we need to pay more attention to the stakeholder and if a market of let's say 1 billion dollars has pending securities of 100 billion dollars we need to ask - WHY. </div><div dir="ltr"> </div><div dir="ltr"> </div>
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Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-66559791506053061892022-04-05T10:20:00.000+02:002022-07-05T14:39:51.487+02:00From Fridges to EMHOK, I can hear you. Now he is getting over the top - might be - but keep on reading.<br />
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It came to my mind this morning on my daily commute and I believe it illustrates the shortfall of EMH pretty well.<br />
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For our customer we are currently working on a prediction model for all sorts of IoT equipment on their retail sites. This includes also fridges and deep-freezers. When analyizing the maintenance intervals for all retail sites we found some anomalies. In this particular case it was a shorter as normal maintenace cycle and we chased the reason. We found out that a construction work on site and a retail site power failure caused the shorter maintenance call. Or street work has been carried out and the air filter got polluted due to the dust during the hot summer month in germany. <br />
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EMH would tell you, just look at the IoT Data and everything will unfold automatically.<br />
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So you might have a Small - Cap investment, which can not react immediately to market news, simply because there is no trading - or no market making in place or simply the lack of volume. As a consequence those securities will decline with 1 or 2 weeks delay. However this is not a particular strength of this securties, right. <br />
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Worth looking at the bigger picture and don't use the convenient way, when it comes down to your investments.<br />
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Keep on drilling.Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-23153832288054190942021-02-10T03:30:00.000+01:002021-04-08T09:57:54.422+02:00Using R to analyse MAN AHL TrendLet's use the great PerformanceAnalytics package to get some insights on the risk profile of the MAN AHL Trend Fund. It's a program with a long track record - I believe in the late 80'. The UCITS Fund NAV Data can be downloaded from the fund webpage as xls file- starting 2009.<br />
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First let's import the data into R. I'm using a small function, to import .csv which returns an .xts object named ahl.<br />
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<span style="color: blue;">#Monthly NAV MAN AHL</span><br />
<span style="color: blue;">loadahl<-function(){<br /> a=read.table("ahl_trend.csv",sep = ",",dec = ",")<br /> a$date = paste(substr(a$V1,1,2),substr(a$V1,4,5),substr(a$V1,7,10),sep="-")<br /> ahl=a$date<br /> ahl=cbind(ahl,substr(a$V2,1,5))<br /> a=as.POSIXct(ahl[,1],format="%d-%m-%Y")<br /> ahl=as.xts(as.numeric(ahl[,2]),order.by=a)<br /> rm(a)<br /> return(ahl)<br />}</span><br />
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<span style="color: blue;"><span style="color: black;">next we would like to have the monthly returns</span></span><br />
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<pre>monthlyReturn(x, subset=NULL, type='arithmetic',
leading=TRUE, ...)</pre>
<pre> </pre>
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<span style="color: blue;"><span style="color: black;"> which we store in retahl.</span></span><br />
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<span style="color: blue;"> retahl=monthlyReturn(ahl,type="log")</span><br />
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<span style="color: blue;"><span style="color: black;">Next, I usually plot the chart.Drawdown to get a visual idea, if the product is designed for my risk appetite.</span></span><br />
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<pre class="GNVMTOMCABB" tabindex="0"><span style="color: blue;"><span class="GNVMTOMCHAB ace_keyword">chart.Drawdown(retahl)</span></span></pre>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjwIwQIQyWdH7VH9-j3FiOnxSk6VaP-9S23FX9GQlcWXPvjkV171xuShN_YHFYuXCCG8i5HpuATnyS5jYj2NaarE65ERMYosjSPX2cEvZqBo9XeaRNn8Vj9e1FS6pYB7Ycx3l1Iz_Y9PO4/s1600/ahl.jpeg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="372" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjwIwQIQyWdH7VH9-j3FiOnxSk6VaP-9S23FX9GQlcWXPvjkV171xuShN_YHFYuXCCG8i5HpuATnyS5jYj2NaarE65ERMYosjSPX2cEvZqBo9XeaRNn8Vj9e1FS6pYB7Ycx3l1Iz_Y9PO4/s640/ahl.jpeg" width="640" /></a></div>
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<pre class="GNVMTOMCABB" tabindex="0"><span style="color: blue;"><span class="GNVMTOMCHAB ace_keyword">table.AnnualizedReturns(retahl)</span></span></pre>
<pre class="GNVMTOMCABB" tabindex="0"><span class="GNVMTOMCHAB ace_keyword"> </span></pre>
<pre class="GNVMTOMCABB" tabindex="0"><span class="GNVMTOMCHAB ace_keyword"> monthly.returns
Annualized Return 0.0212
Annualized Std Dev 0.1246
Annualized Sharpe (Rf=0%) 0.1702</span></pre>
<pre class="GNVMTOMCABB" tabindex="0"><span class="GNVMTOMCHAB ace_keyword"> </span></pre>
<pre class="GNVMTOMCABB" tabindex="0"><span class="GNVMTOMCHAB ace_keyword"><span class="GNVMTOMCHAB ace_keyword"><span style="color: blue;">table.DownsideRisk(retahl)</span>
</span> monthly.returns
Semi Deviation 0.0254
Gain Deviation 0.0222
Loss Deviation 0.0222
Downside Deviation (MAR=10%) 0.0289
Downside Deviation (Rf=0%) 0.0241
Downside Deviation (0%) 0.0241
Maximum Drawdown 0.2478
Historical VaR (95%) -0.0521
Historical ES (95%) -0.0748
Modified VaR (95%) -0.0573
Modified ES (95%) -0.0730 </span></pre>
<pre class="GNVMTOMCABB" tabindex="0"><span class="GNVMTOMCHAB ace_keyword"> </span></pre>
<pre class="GNVMTOMCABB" tabindex="0"><span class="GNVMTOMCHAB ace_keyword"> </span></pre>
Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-85282285582633555432020-12-12T10:49:00.000+01:002021-04-08T09:58:14.123+02:00Premium to NAV<br />
<br />
Looking at the db Equity Strategies Hedge Fund Index <span style="font-family: inherit;"><span class=" clearfix"></span></span><span class=" clearfix"></span><br />
it comes as a surprise that the ETF Index has a premium to the NAV, whereas other well known<br />
<br />
hedgefunds like <b>Bluecrest Allblue</b> (feeder) are listed with 5 % discounts to the NAV since many years.<br />
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Check out the chart<br />
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<img alt="" height="400" 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" width="640" />Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-19617328442382063882018-03-09T05:00:00.000+01:002018-03-09T11:16:14.385+01:00Backtesting and shortfalls - survivorship biasWhen backtesting trading ideas I usually focus on members of the DAX and MDAX indices, as those titles usually provide a sound liquidity and sufficient free float.<br />
<br />
One of my systems traded snh.de (STEINHOFF) as this is (was part of the MDAX). Not surprisingly shortly after snh.de disclosed their financial problems my strategy was under water.<br />
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In March 2018 snh.de will leave the MDAX, as I don't keep a history of all Index members it turns out that this is a simplification in my backtesting approach, which is much misleading.<br />
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In March I would backtest the same strategy probably with a significant better result simply because snh.de is not longer part of the MDAX and I would not select this asset.<br />
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This is <b>survivorship bias </b>- so you might want to consider this in your backtests.Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com2tag:blogger.com,1999:blog-676827265737181288.post-45145110228049532992018-03-08T12:51:00.000+01:002018-11-29T17:01:43.528+01:00Theorie<br />
Es ist zu beobachten, das immer mehr Strategien als "Smart Beta" oder "Alternative Beta" bezeichnet werden, dabei ist es durchaus hilfreich die Begriffe zunächst zu strukturieren.<br />
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Renditen können grundsätzlich durch Alpha oder Beta Strategien erzielt werden. Die Risikoprämie (Beta) erhält man für die Übernahme eines ökonomischen Risikos, z.B. durch Stellung von Eigenkapital (Aktien) oder durch Fremdkapital (Anleihen).<br />
Alpha Strategien erschließen sich durch einen Informationsvorteil des Investors. Alpha Strategien sind nachhaltig schwer zu etablieren und aus unserer Sicht eher mit Nebenwerten (Small-Caps) umsetzbar. Eine weitere Betrachtung von Alpha Strategien soll hier nicht vorgenommen werden.<br />
<br />
Bei der traditionellen Beta Strategie wird die Risikoprämie vereinnahmt, die sich durch das CAPM von W. Sharpe ableitet. Dieses Modell beschreibt den Zusammenhang von Risiko und Rendite und belegt, dass mehr Risiko mit höherer Rendite belohnt wird.<br />
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Weil es einfacher abzubilden ist, wird das CAPM oft durch einen breiten Marktindex, wie den DAX30 abgebildet. Diese Indizes sind in der Regel nach Marktkapitalisierung gewichtet. Dies bedeutet, dass ein steigender Aktienkurs die Marktkapitalisierung erhöht und dadurch die Gewichtung im Index größer wird. Die durch das Halten (Buy and Hold) eines solchen Marktindex erzielte Risikoprämie ist das traditionelle Beta.<br />
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Wir stellen unser Portfolio nach Volatilität zusammen und erzielen dadurch ein "alternatives Beta" oder auch "Smart Beta". <br />
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<br />
<br />Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-5223858963921542492017-05-14T11:50:00.000+02:002017-07-18T15:02:31.170+02:00Factsheet STEPHANUS LDas Musterdepot soll langfristig (Haltedauer größer 12
Monate) eine bessere risikoadjustierte Rendite als der Referenzindes (DAX 30) erzielen.
Dabei wird ein geringeres Risiko (max Drawdown) angestrebt.<br />
<br />
Als Anlageuniversum kommen alle Titel der Indizes DAX, MDAX, SDAX und
TECDAX in Betracht. Diese erfüllen aus unserer Sicht wichtige Kriterien
hinsichtlich Liquidität und free float.<br />
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Die Handelsstrategie versucht die Risikoprämie Volatilität zu
vereinnahmen.<br />
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Die Zusammenstellung des Musterdepots wird laufend überprüft und
regelmäßig an die aktuellen Volatilitäten angepaßt.<br />
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Hier finden Sie weitere Informationen zur<br />
<br />
<a href="http://www.copula.de/2017/05/theorie.html" target="_blank">Herleitung des Handelsansatzes</a><br />
<br />
<a href="http://www.copula.de/2017/05/backtest-stephanus-l.html" target="_blank">Backtest</a><br />
<br />Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-35984316494725069402017-05-14T11:40:00.000+02:002017-07-18T15:02:42.769+02:00Factsheet STEPHANUS HDas Musterdepot soll mittel- bis langfristig (Haltedauer größer 12 Monate) eine bessere Rendite als der Referenzindex (DAX 30) erzielen. Ein höheres Risiko (max Drawdown) wird toleriert. <br />
<br />
Als Anlageuniversum kommen alle Titel der Indizes DAX, MDAX, SDAX und TECDAX in Betracht. Diese erfüllen aus unserer Sicht wichtige Kriterien hinsichtlich Liquidität und free float.<br />
<br />
Die Handelsstrategie versucht die Risikoprämie Volatilität zu vereinnahmen. Es lässt sich beobachten, dass in rückläufigen Märkten oft die Volatilität zunimmt, langfristig aber die traditionelle Risikoprämie (Beta) sich am Mittelwert ausrichtet (mean reverting).<br />
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Die Zusammenstellung des Musterdepots wird laufend überprüft und regelmäßig an die aktuellen Volatilitäten angepaßt .<br />
<br />
<br />
<br />
Hier finden Sie weitere Informationen zur<br />
<br />
<a href="http://www.copula.de/2017/05/theorie.html" target="_blank">Herleitung des Handelsansatzes</a><br />
<br />
<a href="http://www.copula.de/2017/05/backtest-stephanus-h.html" target="_blank">Backtest</a><br />
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<br />Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-25432964766102485412017-05-10T14:02:00.000+02:002017-07-26T16:18:12.671+02:00Backtest STEPHANUS HDie Abbildung zeigt die simulierte Performance der STEPHANUS H Strategie im Vergleich zum DAX30 Kursindex. Dividenden werden nicht berücksichtigt.<br />
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Zum Zwecke der besseren Vergleichbarkeit wurde in diesem Test das Handelsuniversum auf die DAX 30 Werte reduziert.<br />
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Pro Transaktion (Half-Turn) wurden 90 € für Provisionen und Slippage berücksichtigt.<br />
<br />
<b>Zeitraum 3 - Jahre (01/2014 - 07/2017) </b><br />
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<div class="separator" style="clear: both; text-align: center;">
<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgP6RxeoHWe-CS18cgYCQCeALxE0hbb6oIBGrDQxOS596wytFTbYYZGqqglWshpLSxtHE5OFxZQRWGn2Pf3V9zfZXqVjyMfylA8Bwrto8oAvDmvwOK5W7un4JKmVxrX4MttxDAnfUX0qbA/s1600/Stephanus+High+30++2014+-+2017+Summary.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" data-original-height="624" data-original-width="624" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgP6RxeoHWe-CS18cgYCQCeALxE0hbb6oIBGrDQxOS596wytFTbYYZGqqglWshpLSxtHE5OFxZQRWGn2Pf3V9zfZXqVjyMfylA8Bwrto8oAvDmvwOK5W7un4JKmVxrX4MttxDAnfUX0qbA/s640/Stephanus+High+30++2014+-+2017+Summary.jpg" width="640" /></a></div>
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<table border="0" cellspacing="0"><colgroup span="14" width="85"></colgroup> <tbody>
<tr> <td align="left" height="17"><br /></td> <td align="left">Jan</td> <td align="left">Feb</td> <td align="left">Mar</td> <td align="left">Apr</td> <td align="left">May</td> <td align="left">Jun</td> <td align="left">Jul</td> <td align="left">Aug</td> <td align="left">Sep</td> <td align="left">Oct</td> <td align="left">Nov</td> <td align="left">Dec</td> <td align="left">Annualized</td> </tr>
<tr> <td align="right" height="17">2014 </td> <td align="left">NA</td> <td align="left">NA</td> <td align="left">2.04</td> <td align="left">-1.05</td> <td align="left">-0.81</td> <td align="left">-4.53</td> <td align="left">-7.46</td> <td align="left">0.81</td> <td align="left">-1.90</td> <td align="left">2.76</td> <td align="left">6.02</td> <td align="left">-1.50</td> <td align="left">-6.08</td> </tr>
<tr> <td align="right" height="17">2015 </td> <td align="left"> -0.40</td> <td align="left">-0.94</td> <td align="left">2.98</td> <td align="left">-6.58</td> <td align="left">4.52</td> <td align="left">-3.76</td> <td align="left">9.39</td> <td align="left">-10.67</td> <td align="left">-6.19</td> <td align="left">20.25</td> <td align="left">5.55</td> <td align="left">2.19</td> <td align="left">13.54 </td> </tr>
<tr> <td align="right" height="17">2016 </td> <td align="left"> -1.12</td> <td align="left">-12.22</td> <td align="left">-2.54</td> <td align="left">10.64</td> <td align="left">-3.75</td> <td align="left">-5.51</td> <td align="left">9.29</td> <td align="left">7.40</td> <td align="left">-5.21</td> <td align="left">5.06</td> <td align="left">3.37</td> <td align="left">9.36</td> <td align="left">12.46</td> </tr>
<tr> <td height="17" style="text-align: left;"> 2017 </td> <td style="text-align: left;"> 8.12</td> <td align="left">1.27</td> <td align="left">0.29</td> <td align="left">4.55</td> <td align="left">-0.73</td> <td align="left">0.84</td> <td align="left">-0.96</td> <td align="left">NA</td> <td align="left">NA</td> <td align="left">NA</td> <td align="left">NA</td> <td align="left">NA</td> <td align="left">13.84</td> </tr>
</tbody></table>
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<br />Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-78670989443654415242017-05-09T13:55:00.000+02:002017-05-16T15:44:41.819+02:00Backtest STEPHANUS LDie Abbildung zeigt die simulierte Performance der STEPHANUS L Strategie im Vergleich zum DAX30.<br />
<br />
Zum Zwecke der besseren Vergleichbarkeit wurde in diesem Test das Handelsuniversum auf die DAX 30 Werte reduziert.<br />
<br />
Pro Transaktion (Half-Turn) wurden 60 € für Provisionen und Slippage berücksichtigt.<br />
<br />
<b>Zeitraum 3 - Jahre (01/2014 - 05/2017) </b><br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEigMX4xuCAt2eGPDQiDS1NmtdxXCmzKBRhoJuiinkQIkp3967Pce4wy0YfFKb0kPD4nFzHWWGtvHZvybyIDzCTV-xfIyLQZlJM8BCDkKniS9ZnlUB7H1GHBx1CcBxd6cW_Ey8xBFT4ScEk/s1600/3ydaxlow.jpeg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="241" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEigMX4xuCAt2eGPDQiDS1NmtdxXCmzKBRhoJuiinkQIkp3967Pce4wy0YfFKb0kPD4nFzHWWGtvHZvybyIDzCTV-xfIyLQZlJM8BCDkKniS9ZnlUB7H1GHBx1CcBxd6cW_Ey8xBFT4ScEk/s400/3ydaxlow.jpeg" width="400" /></a></div>
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<tr> <td align="left" height="17"><table border="0" cellspacing="0"> <colgroup span="2" width="85"></colgroup> <colgroup width="99"></colgroup> <colgroup width="85"></colgroup> <tbody>
<tr> <td align="left" height="17"><span style="font-family: "liberation" serif;"><br />
</span></td> <td align="left"><span style="font-family: "liberation" serif;"><br />
</span></td> <td align="left"><span style="font-family: "liberation" serif;">Stephanus L</span></td> <td align="left"><span style="font-family: "liberation" serif;">DAX30</span></td> </tr>
<tr> <td align="left" height="17"><span style="font-family: "liberation" serif;">Annualized</span></td> <td align="left"><span style="font-family: "liberation" serif;">Return</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.0563</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.0717</span></td> </tr>
<tr> <td align="left" height="17"><span style="font-family: "liberation" serif;">Annualized</span></td> <td align="left"><span style="font-family: "liberation" serif;">Std.Dev</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.1691</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.1978</span></td> </tr>
<tr> <td align="left" height="17"><span style="font-family: "liberation" serif;">Max.</span></td> <td align="left"><span style="font-family: "liberation" serif;">Drawdown</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.2103</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.3624</span></td> </tr>
<tr> <td align="left" height="17"><span style="font-family: "liberation" serif;">Tracking</span></td> <td align="left"><span style="font-family: "liberation" serif;">Error</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.0166</span></td> <td align="left"><span style="font-family: "liberation" serif;">n.a.</span></td> </tr>
<tr> <td align="left" height="17"><span style="font-family: "liberation" serif;">Tracking </span></td> <td align="left"><span style="font-family: "liberation" serif;">Error p.a.</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.2632</span></td> <td align="left"><span style="font-family: "liberation" serif;">n.a.</span></td> </tr>
<tr> <td align="left" height="17"><span style="font-family: "liberation" serif;">Information</span></td> <td align="left"><span style="font-family: "liberation" serif;">Ratio</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.0534</span></td> <td align="left"><span style="font-family: "liberation" serif;">n.a.</span></td> </tr>
<tr> <td align="left" height="17"><span style="font-family: "liberation" serif;">Sterling</span></td> <td align="left"><span style="font-family: "liberation" serif;">ratio</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.1814</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.1718</span></td> </tr>
<tr> <td align="left" height="17"><span style="font-family: "liberation" serif;">Calmar</span></td> <td align="left"><span style="font-family: "liberation" serif;">ratio</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.2676</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.2260</span></td> </tr>
<tr> <td align="left" height="17"><span style="font-family: "liberation" serif;">Burke</span></td> <td align="left"><span style="font-family: "liberation" serif;">ratio</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.1816</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.1930</span></td> </tr>
<tr> <td align="left" height="17"><span style="font-family: "liberation" serif;">Pain</span></td> <td align="left"><span style="font-family: "liberation" serif;">index</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.0645</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.1066</span></td> </tr>
<tr> <td align="left" height="17"><span style="font-family: "liberation" serif;">Ulcer</span></td> <td align="left"><span style="font-family: "liberation" serif;">index</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.0793</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.1381</span></td> </tr>
<tr> <td align="left" height="17"><span style="font-family: "liberation" serif;">Pain</span></td> <td align="left"><span style="font-family: "liberation" serif;">ratio</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.8733</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.6724</span></td> </tr>
<tr> <td align="left" height="17"><span style="font-family: "liberation" serif;">Martin</span></td> <td align="left"><span style="font-family: "liberation" serif;">ratio</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.7100</span></td> <td align="left"><span style="font-family: "liberation" serif;">0.5191</span></td> </tr>
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<div class="GODMDAHBLOB" id="rstudio_console_output" tabindex="0">
<b>Zeitraum 8 - Jahre (01/2009 - 05/2017)</b></div>
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEit61b4pBUEAcqL8PAxQD-Ht4hB_anT1PJ-P3aZ3eUNnfRjOZVbl0rHsZgEpXXOWS9-KnF8SmOKXsVM53SLvL8aycRBHQHSeeYxbzLBiFkRbhWzYNwE_hnrYJQANPNkAcMUgZ3-O5pPVg8/s1600/Stephanus+L+8-Jahresperformance+Backtest+vs.+DAX+30+Summary.jpg" imageanchor="1" style="clear: left; float: left; margin-bottom: 1em; margin-right: 1em;"><img border="0" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEit61b4pBUEAcqL8PAxQD-Ht4hB_anT1PJ-P3aZ3eUNnfRjOZVbl0rHsZgEpXXOWS9-KnF8SmOKXsVM53SLvL8aycRBHQHSeeYxbzLBiFkRbhWzYNwE_hnrYJQANPNkAcMUgZ3-O5pPVg8/s400/Stephanus+L+8-Jahresperformance+Backtest+vs.+DAX+30+Summary.jpg" width="400" /></a></div>
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<tr>
<td align="left" height="17"><span style="font-family: "liberation" serif;"><br /></span></td>
<td align="left"><span style="font-family: "liberation" serif;"><br /></span></td>
<td align="left"><span style="font-family: "liberation" serif;">Stephanus L </span></td>
<td align="left"><span style="font-family: "liberation" serif;">DAX30</span></td>
</tr>
<tr>
<td align="left" height="17"><span style="font-family: "liberation" serif;">Annualized</span></td>
<td align="left"><span style="font-family: "liberation" serif;">Return</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.0680</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.0980</span></td>
</tr>
<tr>
<td align="left" height="17"><span style="font-family: "liberation" serif;">Annualized</span></td>
<td align="left"><span style="font-family: "liberation" serif;">Std.Dev</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.1662</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.2209</span></td>
</tr>
<tr>
<td align="left" height="17"><span style="font-family: "liberation" serif;">Max.</span></td>
<td align="left"><span style="font-family: "liberation" serif;">Drawdown</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.2422</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.4436</span></td>
</tr>
<tr>
<td align="left" height="17"><span style="font-family: "liberation" serif;">Tracking</span></td>
<td align="left"><span style="font-family: "liberation" serif;">Error</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.0074</span></td>
<td align="left"><span style="font-family: "liberation" serif;">n.a.</span></td>
</tr>
<tr>
<td align="left" height="17"><span style="font-family: "liberation" serif;">Tracking</span></td>
<td align="left"><span style="font-family: "liberation" serif;">Error p.a.</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.1168</span></td>
<td align="left"><span style="font-family: "liberation" serif;">n.a.</span></td>
</tr>
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<td align="left" height="17"><span style="font-family: "liberation" serif;">Information</span></td>
<td align="left"><span style="font-family: "liberation" serif;">Ratio</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.3774</span></td>
<td align="left"><span style="font-family: "liberation" serif;">n.a.</span></td>
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<td align="left" height="17"><span style="font-family: "liberation" serif;">Sterling</span></td>
<td align="left"><span style="font-family: "liberation" serif;">ratio</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.1987</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.2239</span></td>
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<td align="left" height="17"><span style="font-family: "liberation" serif;">Calmar</span></td>
<td align="left"><span style="font-family: "liberation" serif;">ratio</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.2807</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.2902</span></td>
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<td align="left" height="17"><span style="font-family: "liberation" serif;">Burke</span></td>
<td align="left"><span style="font-family: "liberation" serif;">ratio</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.1319</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.1415</span></td>
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<td align="left" height="17"><span style="font-family: "liberation" serif;">Pain</span></td>
<td align="left"><span style="font-family: "liberation" serif;">index</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.0560</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.0869</span></td>
</tr>
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<td align="left" height="17"><span style="font-family: "liberation" serif;">Ulcer</span></td>
<td align="left"><span style="font-family: "liberation" serif;">index</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.0731</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.1233</span></td>
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<td align="left" height="17"><span style="font-family: "liberation" serif;">Pain</span></td>
<td align="left"><span style="font-family: "liberation" serif;">ratio</span></td>
<td align="left"><span style="font-family: "liberation" serif;">1.2142</span></td>
<td align="left"><span style="font-family: "liberation" serif;">1.1277</span></td>
</tr>
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<td align="left" height="17"><span style="font-family: "liberation" serif;">Martin</span></td>
<td align="left"><span style="font-family: "liberation" serif;">ratio</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.9301</span></td>
<td align="left"><span style="font-family: "liberation" serif;">0.7950</span></td>
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Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-73874992856247283352016-12-30T14:44:00.000+01:002017-01-02T13:14:47.128+01:00First mover advantageDuring my career I met many Venture Capital companies and defended our business case. It is perfectly allright to have an ambitious goal but it should be realistic and achievable.<br />
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One of the things I don't buy is the existence of something labeled as <b>first mover advantage</b>. To me the exact opposite is true.<br />
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First, if you come up with a reasonable business case you get copied instantly - talk to software producers in the b2c market - their software get's hacked before it is on the shelf for purchase.<br />
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Second, if it is really a paradigm shift the time the market needs to adopt is killing all your ambitions. You simply have to educate a market first - most of your sales money is spent on educating people - I was on this sales calls frequently, I know exactly how frustrating that is. <br />
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We've been on the forefront in the database market in the early nineties, when the market finally was ready to consume more licenses - 10 years later and thanks to Bill Joy and his JAVA Project - our investors lost trust and interest in our business model. By that time many companies were trying to win the same business - in nature all similar. What happens at the end, we all ended-up with a fraction of the market and the old Technology still prevailed.<br />
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I recently found a great speech by Andreas von Bechtolsheim he recently gave at Stanford, where he exactly shared my point on first mover.<br />
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The examples he gave are compelling<br />
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- Google search engine<br />
- Facebook<br />
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Allthough great companies but no-one qualifies as first mover.<br />
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Same story all the time - people want you to buy Global Trends and invest in a couple of valid ideas but the truth is that you need deep pockets if you bet on Global Trends or paradigm shifts. Look at my favorite character at the Big Short Movie - Dr. Michael Burry - he was right at the end and it paid off - but the investors backing his idea had a significant drawdown and might withdraw funds forcing you to give up on the bet. <br />
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<br />Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0tag:blogger.com,1999:blog-676827265737181288.post-37064803956302354202016-12-23T15:32:00.000+01:002016-12-23T15:32:16.798+01:00Falcon Nexus 110 vs. GaggenauMeine Frau und ich haben uns im März 2016 eine neue Küche gekauft. Bei der Planung wollten wir zunächst zeitgemäß den Backofen auf Augenhöhe - wie wir das in unserer Bulthaup Küche mit Gaggenau Backofen gewohnt waren.<br />
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Auf der anderen Seite fanden wir die Rangecooker sehr interessant. Besonders gut haben uns die Falcon Modelle gefallen - dabei gab es natürlich auch diverse Fragen zu beantworten - wie das Kochfeld aufteilen, welche Backöfen - die Auswahl ist wirklich groß.<br />
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Letztendlich sind wir bei dem neuen Nexus Modell mit Induktion gelandet. Der eingebaute Grill und die Wärmeschublade haben uns dabei zunächst nur nachrangig instressiert.<br />
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Uns war es nur wichtig, ob die zwei Backöfen (einer Umlauft, der zweite Multi-Funktion) mit den Gaggenau von früher mithalten können.<br />
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Nach 9 Monaten Erfahrung können wir das Gerät wirklich empfehlen - vorallem Pizza gelingt wie nie. Wir konnten uns zwar vorstellen einen zweiten Backofen einsetzen zu können aber uns überrascht es schon, wie oft wir nun beide parallel betreiben.<br />
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Der Grill war im Sommer mein meistegenutztes Gerät. Einfach sehr gutes und schnelles Ergebnis - vorallem wenn die Kids aus der Schule kommen und schnell mal Bratwürste gemacht werden sollen - unvorstellbar heute dies in der Bratpfanne zu machen.<br />
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Fragen immer gerne.Thomas Hubenhttp://www.blogger.com/profile/11373512831975824733noreply@blogger.com0