This blog is about data analytics, statistics, economics, and investment issues. The "Warp" in the title refers to the nonlinear nature of investment instrument variations.
Sunday, August 15, 2021
A simulation-based valuation of Albemarle Corporation (ALB): August 2021
Summary
- ALB is a multinational producer of specialty chemicals, and the largest provider of lithium for electric vehicle batteries ().
- In this post we provide a simulation-based (sim-based) valuation () of ALB.
- At the time of this writing, the company had a trailing twelve months price-to-earnings ratio of 38.
- According to our sim-based analysis, the fair price-to-earnings ratio should be 63.57, leading to a current fair value of $393.14.
- ALB currently trades at $235.00, so it appears to be undervalued, with a potential upside of 67.23%.
- The above assumes an earnings growth rate of 43.85% per year going forward.
Albemarle Corporation (ALB)
ALB is a multinational producer of specialty chemicals, and the largest provider of lithium for electric vehicle batteries in the world (). Headquartered in Charlotte, North Carolina, the company operates in three main areas: Lithium and Advanced Materials, Bromine Specialties, and Refining Solutions. It serves several sectors, including: petroleum refining, consumer electronics, energy storage, construction, automotive, lubricants, and pharmaceuticals.
Estimating a fair value for the stock
In this post we provide a simulation-based (sim-based) valuation () of ALB.
At the time of this writing the company had a profit margin of 21.78% and a price-to-earnings ratio of 38. The expected growth in earnings for the next 5 years is not clear; but recent trends in electric vehicle adoption projections suggest enormous potential. We will assume an earnings growth rate of 43.85%, which is the expected growth rate for the coming year, to be the sim-based earnings growth rate for the next 5 years.
The table below summarize our sim-based results.
Since our sim-based analysis uses a S&P 500 return as a basis, our results summarized on the table above suggest the following fair values – stock price: $393.14, and price-to-earnings ratio: 63.57. At the time of this writing, ALB trades at $235.00, so it appears to be undervalued, with a potential upside of 67.23%. Yes, the company seems to be undervalued at the moment, even though its shares gained more than 150% in the last 12 months.
Final thoughts
Analysts have been slow to increase their fair value estimates for ALB, consistently lagging the market in this respect. For example, one of the highest fair value estimates at the moment is $250.00, by BMO Capital. There are many reasons for this disconnect, including: the expectation that supply of lithium will surpass demand, destroying profit margins; the possible availability of batteries using little or no lithium; and a decrease in demand for ALB’s other specialty chemicals.
ALB’s guidance tends to be conservative. Based on that, and other factors, the forward predicted price-to-earnings ratio is at the moment estimated to be 75, which does not look very good compared to the trailing twelve months price-to-earnings ratio of 38. However, the most recent (previous quarter) forward price-to-earnings ratio was 52, which turned out to be a poor predictor and much higher than the current 38.
Disclosure
The author owns ALB shares at the time of this writing.
Wednesday, July 28, 2021
The massive 2020 to 2021 return of Danaos Corporation (DAC): Compensatory adaptation in practice
Summary
- DAC is a marine shipping services company based in Piraeus, Greece ().
- This post discusses the massive 2020 to 2021 gain in the company’s shares, which investors who acquired shares in March 2020 would have obtained at the time of this writing.
- Even with the recent drop, the gain is of 2,309.35%. An investment of $100 thousand would have turned into approximately $2.4 million during this period of slightly more than one year.
- This case highlights the need for investors to think in compensatory adaptation terms ().
Danaos Corporation (DAC)
DAC is a marine shipping services company based in Piraeus, Greece (). It provides seaborne transportation services; notably chartering vessels to liner companies, vessels that it purchases from ship builders in South Korea and other major producing regions.
The massive 2020 to 2021 return
The graph below shows the massive 2020 to 2021 gain, which investors who acquired shares in March 2020 would have obtained at the time of this writing. Even with the recent drop, the gain is of 2,309.35%. An investment of $100 thousand would have turned into approximately $2.4 million during this period of slightly more than one year.
DAC’s dividend yield was about 3% at the time of this writing. While the company is very leveraged, with significantly more debt than its combined EBITDA and cash, it is arguably not a speculative investment at the moment (although it is hard to argue against the idea that the “easy money” has already been made). It certainly was not a speculative investment in March 2020. I say this because many seasoned investors would associate this type of gain with very speculative and high-risk investment instruments.
Could the move have been predicted?
What a few investors saw in March 2020 was that two factors were to play a key role in the following months and year. The first was that COVID-related disruptions in international flights would significantly limit the flow of manufactured goods via air, increasing demand for sea transportation. The second was that many companies decided to increase their inventories, to be able to meet demand in spite of the disruptions, further exacerbating the need for sea transportation.
Final thoughts
While everything seems clear in hindsight, DAC’s case highlights the need for investors to think in compensatory adaptation terms (). Shares of many transportation and logistics companies fell precipitously in March 2020, because of the serious supply-chain disruptions, but those disruptions caused compensatory responses that disproportionally benefited some companies. Understanding this may help investors spot future opportunities.
Disclosure
The author does not own DAC shares at the time of this writing.
Tuesday, June 22, 2021
A simulation-based valuation of Conn's, Inc. (CONN): June 2021
Summary
- CONN is an American furniture, mattress, electronics and appliance store chain headquartered in The Woodlands, Texas ().
- In this post we provide a simulation-based (sim-based) valuation () of CONN.
- At the time of this writing, the company had a trailing twelve months price-to-earnings ratio of 7.83.
- According to our sim-based analysis, the fair price-to-earnings ratio should be 15.30, leading to a current fair value of $49.25.
- CONN currently trades at $25.20, so it appears to be undervalued, with a potential upside of 95.44%.
- The above conservatively assumes a positive earnings growth rate of 15%, about half of the average for specialty retail companies.
Conn's, Inc. (CONN)
CONN is an American furniture, mattress, electronics and appliance store chain headquartered in The Woodlands, Texas (). The company caters to credit-challenged customers, and also operates in the lease-to-own space. It has been around for a long time. It was founded in 1890 as Eastham Plumbing and Heating Company, having been rename as Conn's in 1934.
Estimating a fair value for the stock
In this post we provide a simulation-based (sim-based) valuation () of CONN.
At the time of this writing the company had a profit margin of 6.9% and a price-to-sales ratio of 0.53. The expected growth in earnings for the next 5 years is uncertain; but recent trends are very encouraging. To be conservative, we will assume a positive earnings growth rate of 15%, which is about half of the average for specialty retail companies, to be the sim-based earnings growth rate for the next 5 years.
The table below summarize our sim-based results.
Since our sim-based analysis uses a S&P 500 return as a basis, our results summarized on the table above suggest the following fair values – stock price: $49.25, and price-to-earnings ratio: 15.30. At the time of this writing, CONN trades at $25.20, so it appears to be undervalued, with a potential upside of 95.44%. In fact, the company seems to be quite undervalued at the moment, even though its shares gained more than 200% in value in the last 12 months.
Final thoughts
A little over a year ago, we conducted a sim-based analysis of CONN, which suggested a fair value of $18.20. Why the much higher fair value now? The reason is expected future yearly earnings growth, which we assumed to be of 15% in this post’s sim-based analysis. A little over a year ago, the expectation was of negative or no earnings growth, based on forward guidance provided by the company.
CONN’s guidance tends to be conservative. Based on that, and other factors, the forward predicted price-to-earnings ratio is at the moment estimated to be 10.43, which does not look very good compared to the trailing twelve months price-to-earnings ratio of 7.83. However, the most recent price-to-cash flow ratio is about 3.36, and this ratio is often a good estimate of the forward price-to-earnings ratio. This supports our valuation.
Disclosure
The author owns CONN shares at the time of this writing.
Tuesday, May 18, 2021
A simulation-based valuation of DXC Technology (DXC): May 2021
Summary
- DXC Technology (DXC) is a technology consulting and services company headquartered in Tysons, Virginia ().
- Launched in April of 2017, DXC was created from the merger of Computer Sciences Corporation (CSC) and the Enterprise Services division of Hewlett Packard Enterprise (HPE).
- In this post we provide a simulation-based (sim-based) valuation () of DXC.
- Our results suggest the following fair values – stock price: $70.21, and price-to-earnings ratio: 7.65.
- DXC currently trades at $36.86, so it appears to be undervalued, with a potential upside of 90.48%.
DXC Technology (DXC)
DXC Technology (DXC) is a technology consulting and services company headquartered in Tysons, Virginia. Launched on April 3, 2017, DXC was created from the merger of Computer Sciences Corporation (CSC) and the Enterprise Services division of Hewlett Packard Enterprise (HPE).
The company operates in more than 70 countries, and counts among its customers several federal and regional government agencies. In many ways DXC is similar to Accenture (ACN). In fact, DXC has had since September 2019 a new CEO, Mike Salvino, who previously served as group CEO for Accenture Operations.
Estimating a fair value for the stock
In this post we provide a simulation-based (sim-based) valuation () of DXC.
At the time of this writing the company had a negative net profit margin of -15.67% and a price-to-sales ratio of 0.48. The company has great growth potential, as long as it transitions from legacy technology services to more modern and narrow offerings (e.g., cloud applications, security consulting). This transition seems to be a major focus of the new CEO.
To be somewhat conservative, we will use recent numbers from Accenture to set our sim-based estimated earnings growth rate for the next 5 years (1.24%) and net profit margin (11.95%). We believe this to be a conservative approach because DXC is much smaller than Accenture; e.g., DXC’s revenues are less than half of Accenture’s.
Another reason why we believe the above is a conservative approach is that it is quite possible that in the near future earnings growth will be much higher than it is now. Sales are likely to go up, and so should earnings – the latter at a faster pace, leading to higher margins for many of DXC’s services (the same goes for Accenture).
The table below summarize our sim-based results.
Since our sim-based analysis uses a S&P 500 return as a basis, our results summarized on the table above suggest the following fair values – stock price: $70.21, and price-to-earnings ratio: 7.65. At the time of this writing, DXC trades at $36.86, so it appears to be undervalued, with a potential upside of 90.48%. In fact, the company seems to be quite undervalued at the moment, even though its shares gained more than 100% in value in the last 12 months.
Note that we assumed a positive net profit margin of 11.95% for a company that actually has a net profit margin of -15.67%. This type of assumption is useful in valuing growing companies that have a negative profit margin, which is often the case with companies that have been experiencing problems and are turning around; as well as high-growth companies that have been publicly-traded for only a few years.
Other pluses and minuses
About a year ago, DXC paid an attractive dividend of 5.11%, significantly higher than the average S&P 500 dividend at the time. We thought then that the dividend was relatively safe, but the COVID recession proved us wrong. That dividend was cut to zero in response to the recession, and still no dividend was being paid at the time of this writing.
While somewhat leveraged, DXC has a reasonably attractive balance sheet, with EBITDA in the neighborhood of $2.53 billion. This, added to its cash position of $3.92 billion, is fairly close to its $7.80 billion dollar debt. So, DXC is leveraged, but much less so than many other companies with much higher valuations.
Disclosure
The author owns DXC shares at the time of this writing.
Saturday, April 10, 2021
Cash hedging with high-dividend securities: A look at the AGNC, ORC, OXLC and SRET (April 2021)
Summary
- The cash hedging strategy discussed in this post is one in which an investor raises cash, to protect against a severe correction, but maintains a high-dividend allocation that is calculated as a proportion of the cash position.
- Let us assume that the investor has $20,000 and wants to have 50% of her portfolio in cash, as protection against a severe market correction.
- We show that, if the investor wants the equivalent of a 2.50% return on the cash, before taxes, she needs to invest only a fraction of the cash in a high-dividend security.
- Often over 80% of her cash is protected. The portion at risk generates the desired yield.
Cash hedging
The cash hedging strategy discussed in this post is one in which an investor raises cash, to protect against a severe correction, but maintains a high-dividend allocation that is calculated as a proportion of the cash position. Cash is raised as investment gains grow together with the perception that the market is overvalued. We assume that interest on “pure” cash is negligible, as it is at the time of this writing.
The high-dividend allocation is calculated as follows: (desired cash allocation) times (desired yield on cash) divided by (high-dividend security yield). The remainder is the actual cash allocation, which is “safe”. The high-dividend allocation is the portion at risk, which earns the equivalent of the desired yield on the entire desired cash allocation.
Let us assume that the investor has $20,000 in a portfolio and wants to have 50% of that in cash, as protection against a severe market correction. The table below assumes that she wants a 2.50% return on the cash portion, before taxes. For that, she invests $1,785.71 in a high-dividend security with a yield of 14%. In this example, over 82% of her cash is protected. The portion at risk generates the desired yield.
AGNC, ORC, OXLC and SRET
Investors may consider using one or more of the following high-dividend securities to implement our cash hedging strategy. These securities pay dividends regularly, typically on a monthly basis.
- AGNC Investment Corp. (AGNC, ), a mortgage real estate investment trust (REIT) with an 8.59% yield (at the time of this writing).
- Orchid Island Capital, Inc. (ORC, ), another mortgage REIT, this one with a 12.98% yield.
- Oxford Lane Capital Corp. (OXLC, ), a collateralized loan obligation (CLO) fund with a 12.86% yield.
- Global X SuperDividend REIT ETF (SRET, ), a high-turnover fund of REITs with an 8.01% yield.
How much cash at risk?
The table below shows how much money would be needed across various high-dividend yield options ranging from 14% to 8%. They cover all of the funds above, in terms of yield. For example, if one were to use SRET, a little over 30% of the cash would have to be invested (i.e., put at risk) to yield the equivalent of a return of 2.5% on the full $10,000.
Final thoughts
Generally speaking, the higher the yield, the higher the risk. Often this is due to leverage being used by the security to generate the outsized yields. Nevertheless, it tends to be safer for an investor to buy a leveraged security (e.g., the ORC) than to borrow money to implement leverage directly. For example, one could get a return on a 4%-yielding security that is significantly higher than the 4% yield by borrowing to buy more of the security – a debt that has to be paid back, with interest.
Many investors like to employ protection strategies other than increasing their cash allocation. A favorite is the use of “put” options. The reality is that these strategies are highly specialized and require much better timing than holding cash – e.g., “put” options are “timed” bets, since they expire at a certain date. Because of these and other constraints, they tend to be less successful.
Sunday, March 7, 2021
Would growth underperform value at 5% inflation: A simulation-based approach
Summary
- We often hear from experts on business media outlets that inflation has a much more pernicious effect on growth stocks than value stocks.
- In this post we provide a simulation-based (sim-based) assessment () of this assumption.
- Our results suggest that growth stocks may do better under relatively high inflation than value stocks.
The nonlinear relationship between the PE ratio and earnings growth
In a previous post () we have shown that there is a nonlinear relationship between the price/earnings (PE) and the price/earnings to growth (PEG) ratios, which are widely used measures of company valuation. The PE divided by the PEG yields the expected growth in earnings, usually for the following 5 years.
Value stock
For the purposes of our discussion, we will consider a fictitious “value” company with a stock price of $100 and expected earnings growth of 10% (real growth of 5%). The PE ratio is 11.89 (see: ), which is considered fair assuming that there is no inflation. (An equivalent assumption, with slightly different simulation parameters, would be that the rate of inflation is covered by the company’s dividend.)
The table below summarizes our sim-based estimation of the fair value of this value company at 5% inflation. As you can see, it is $77.76. The reduction (from $100) accounts for the yearly loss of 5% in real terms.
Growth stock
We will also consider a fictitious “growth” company with a stock price of also $100 and expected earnings growth of 75% (real growth of 70%). The PE ratio is 260.47, which is considered fair, again, assuming that there is no inflation (see: ).
The table below summarizes our sim-based estimation of the fair value of this value company at 5% inflation. As you can see, it is $80.58. Analogously to what happened with the value company, here the reduction (from $100) accounts for the yearly loss of 5% in real terms.
Comparative performance
The table below summarizes a comparison of the two sim-based estimations for the value and growth stocks. Note that in neither case we assume that the company can pass on the inflation to its customers. As you can see, the growth stock does better under relatively high inflation than the value stock.
What we often hear from experts on business media outlets is that inflation has a much more dramatic negative effect on growth stocks than value stocks. That is not what our simulation suggests.
Final thoughts
Both value and growth stocks should be affected by the expectation of future inflation. If that expectation proves to be incorrect, then an upward adjustment should ensue.
Generally speaking, inflation should be particularly problematic for companies that sell tangible items via influential retailers, because usually the companies have to wait for the items to be sold to get paid.
The above scenario is normally seen in the manufacturing sector, which is usually where value companies are.
If you go back to the sim-based results on the two similar tables, you will notice that at year 10 both value and growth stocks approximately triple in nominal terms – this is what we assume in our algorithms to set our fair values; going “backwards”, so to speak.
But if you look at years 11 and 12, growth significantly outperforms value.
Sunday, February 21, 2021
A simulation-based valuation of ViacomCBS Inc. (VIAC): February 2020
Summary
- ViacomCBS (VIAC) is a multinational mass media conglomerate headquartered in New York City. It was formed as a result of the merger of CBS Corporation and Viacom in late 2019 ().
- In this post we provide a simulation-based (sim-based) valuation () of VIAC.
- We set our sim-based estimated earnings growth rate for the next 5 years to be 30%. This is approximately twice the consensus among sell-side analysts, which we see as conservative.
- Our results suggest the following fair values – stock price: $69.76, and price-to-earnings ratio: 32.45.
- VIAC trades at about $62.69 at the time of this writing, so it appears to be undervalued, with a potential upside of a little more than 11.27%.
- If earnings growth rate for the next 5 years turns out to be 35% (instead of the 30% we used), our simulation suggests the following fair values – stock price: $89.09, and price-to-earnings ratio: 41.44.
ViacomCBS (VIAC)
ViacomCBS is a multinational mass media conglomerate headquartered in New York City (). It was formed as a result of the merger of CBS Corporation and Viacom in late 2019. The company owns, among other highly valuable properties, the film studio Paramount Pictures, CBS Television Studios, CBS Television Stations, MTV, Nickelodeon, BET, Comedy Central, and Showtime. Valuable sports rights owned include the NFL, the NCAA's March Madness, and college football.
Estimating a fair value for the stock
In this post we provide a simulation-based (sim-based) valuation () of VIAC.
At the time of this writing the company had a trailing twelve months price-to-earnings ratio of 29.16. The trailing twelve months price-to-cash flow ratio was 13.60. Earnings growth trends have been remarkably positive recently. We will set our sim-based estimated earnings growth rate for the next 5 years to be 30%. This is approximately twice the consensus among sell-side analysts, which we see as conservative.
The table below summarize our sim-based results.
Since our sim-based analysis uses a S&P 500 return as a basis, our results summarized on the table above suggest the following fair values – stock price: $69.76, and price-to-earnings ratio: 32.45. VIAC trades at about $62.69 at the time of this writing, so it appears to be undervalued, with a potential upside of a little more than 11.27%.
Final thoughts
Discovery, Inc. (DISCA), which will soon report earnings, is very similar to VIAC in terms of balance sheet and growth prospects. Nevertheless, DISCA’s price-to-sales ratio is about twice the one for VIAC.
One could argue that sell-side analysts are underestimating the potential impact on earnings of the COVID reopening with respect to the NFL, the NCAA's March Madness, and college football. If earnings growth rate for the next 5 years turns out to be 35% (instead of the 30% we used), our simulation suggests the following fair values – stock price: $89.09, and price-to-earnings ratio: 41.44.
Disclosure
The author owns VIAC shares at the time of this writing.
Subscribe to:
Posts (Atom)