Products
SentimenTrader Trading Tools
‍
Backtest Engine
My Trading Toolkit
Correlation Analysis
Seasonality
Market Prediction
Indicators & Data API
‍
Proprietary Indicators & Charts
Market Data API
Strategies & Scanner
‍
50+ Trading Strategies
Smart Stock Scanner
Smart Option Scanner
Research Reports
‍
Research Solutions
Reports Library
Free Resources
Simple Backtest Calculator
Simple Seasonality Calculator
The Kelly Criterion Calculator
Sentiment Geo Map
Public Research Reports
Education
Sentiment Indicators
Technical Indicators
Pricing
Company
About
In the News
Testimonials
Client Success Stories
Contact
Log inLoginSign up
< BACK TO ALL REPORTS

Going off the beaten path with German small caps

Jay Kaeppel
2022-11-30
The German stock market had been hammered in the past year before the recent bounce. Economic and energy concerns plague the country's economy. Meanwhile, small caps have struggled mightily to gain their footing. Sounds like a contrarian opportunity in the making.

Key points:

  • The German small-cap sector recently poked its head above a crucial moving average
  • The start of a favorable seasonal window is fast approaching
  • Combining seasonal and price filters can keep investors on the right side of this streaky sector

Start with a simple price trend filter

For the first time all year, German small-caps are in a sustained uptrend, defined as trading above their 100-day exponential moving average.

For testing purposes, we will use data for the MSCI Germany Small Cap Index starting in 1995. For trading purposes, a trader can use iShares MSCI Germany Small Cap ETF (EWGS), which tracks the index. 

The chart below shows ticker EWGS with a 100-day exponential moving average (green line), which it is currently above.

Now let's go back to using the Index to test historical results. The black line in the chart below shows the growth of $1 invested in the Index only when it closed the previous day above its 100-day EMA. The blue line shows the growth of $1 invested in the Index only when it closed the last day below its 100-day EMA. 

The cumulative gain when price > 100-day EMA was +167.3%. The cumulative decline when price < 100-day EMA was a fairly stunning -90.7%. Clearly, the trend is your friend in this particular niche sector.

Add in a seasonality filter

Fortunately, for this Index, we can make it very simple. A favorable seasonal period begins at the close of Trading Day of Year (TDY) #253 and extends through TDY #90 the following year. The rest of the year is considered seasonally unfavorable.

The chart below displays the growth of $1 invested in the Index only during TDY #253 through TDY #90 the following year, since 1994. During this favorable seasonal period, the Index registered a cumulative gain of +1,034%. The next favorable seasonal period will start at the close on December 21.

And the chart below displays the growth of $1 invested in the Index only during TDY #90 through TDY #253. During these stretches, the Index registered a cumulative loss of almost -84%.

Combining seasonal and price filters

First, and as a frame of reference, the hypothetical return for the MSCI Germany Small Cap Index since 1995 is +85% on a buy-and-hold basis.

The chart below shows the cumulative growth of $1 invested in the Index only when BOTH price and seasonal filters are favorable. The cumulative % return when both filters are favorable is +758%.

The chart below shows the cumulative growth of $1 invested in the Index only when EITHER price OR seasonal filters are favorable. The cumulative % return when either filter is favorable is +2,539%.

Probably the most telling chart is the one below. It shows the cumulative growth of $1 invested in the Index only when NEITHER price NOR seasonal filters are favorable. The cumulative % return when both filters are unfavorable is a staggering -93%.

Lastly, the chart below displays the growth of $1 invested in the Index only when either price or seasonal filters are favorable versus buy-and-hold. The filtered approach shows a gain of +2,539% with a maximum drawdown of -40%. It is volatile and not for the faint of heart. Still, it compares pretty favorably to buy-and-hold, which shows a gain of +85% with a maximum drawdown of -78%.

The chart below displays the annual seasonal trend for iShares MSCI Germany ETF (EWG). Note that the German stock market tends to exhibit strength until the end of the year. If that strength unfolds this year, it will likely lift all boats, including small caps.

What the research tells us…

There is no guarantee that German small-cap stocks will rise when either or both of the filters discussed are favorable. The best scenario would be for them to remain above the 100-day exponential moving average after December 21, when the next seasonally favorable period begins. On the flip side, there is not much argument to be made for buying and holding this niche sector over the long term. And there is especially no good reason to hold it when both filters are unfavorable.

PRODUCTS
SentimenTrader
Trading Tools
Indicators & Data API
‍
Strategies & Scanner
‍
Research Reports
FREE
RESOUrCES
Simple Backtest
Calculator
Simple Seasonality
Calculator
The Kelly Criterion
Calculator
Sentiment Geo Map
‍
Public Research Reports
‍
Education
Sentiment Indicators
‍
Technical Indicators
‍
Pricing
Bundle pricing
‍
FAQ
‍
Announcements
‍
COMPANY
‍
About
‍
In the News
‍
Testimonials
‍
Client Success Stories
CONTACT
‍
General Inquiries
‍
Media Inquiries
‍
Financial Professionals Inquiries
‍
© 2026 Sundial Capital Research Inc. All rights reserved.
Setsail Marketing
TermsPrivacyAffiliate Program
Risk Disclosure: The information and tools provided are for research and analytical purposes only and are not intended as investment advice. Market analysis involves uncertainty, and outcomes may differ from expectations. Users should conduct their own due diligence and consider their individual circumstances before making any financial decisions. Past performance is not necessarily indicative of future results.

Hypothetical Performance Disclosure: Hypothetical performance results have many inherent limitations, some of which are described below. No representation is being made that any account will or is likely to achieve profits or losses similar to those shown; in fact, there are frequently sharp differences between hypothetical performance results and the actual results subsequently achieved by any particular trading program. One of the limitations of hypothetical performance results is that they are generally prepared with the benefit of hindsight. In addition, hypothetical trading does not involve financial risk, and no hypothetical trading record can completely account for the impact of financial risk of actual trading. for example, the ability to withstand losses or to adhere to a particular trading program in spite of trading losses are material points which can also adversely affect actual trading results. There are numerous other factors related to the markets in general or to the implementation of any specific trading program which cannot be fully accounted for in the preparation of hypothetical performance results and all which can adversely affect trading results.

Testimonial Disclosure: Testimonials appearing on this website may not be representative of other clients or customers and is not a guarantee of future performance or success.