Coronavirus and Stock Market (Updated 12 Feb 2020)

Coronavirus and Stock Market

After the reversal of new daily cases of Coronavirus to downtrend from 5 Feb 2020, it still follows the bi-linear predictive model (see earlier video talk for details), continue to fall for both World and SG (not obvious in trend based on 1 day as sample size is smaller).

Similar to Technical Analysis, when a clearer reversal pattern is formed, if data reported is reliable, Coronavirus could reach its peak by end of Feb 2020, then fading away in 1-2 months. However, if there is a second or multiple peaks with significant surge in new daily cases, then the duration of Coronavirus may be prolonged by 1 month for each new peak of new daily cases. So, we need to monitor daily from now.

Coronavirus monitoring is as if short term stock trading, daily price day has to be analyzed to form a longer term trend analysis (weeks / months) for better consistency in results.

Bullish US (strong economy) + Bearish China (Coronavirus spreading + economy slow down) = Mild bullish global stock market.

Despite both countries have comparable world GDP contribution (US 24%, China 15%) but for stock market value, US contributes to more than 50% of world stock market cap, therefore impact of US is much stronger than China.

Singapore is affected by both US and China, therefore the trends for stocks is sideways with moderate economy, close to 50% optimism, fair value.

During Coronavirus crisis time, demand for some commodities is increasing. Commodity market has been at low optimism for about 5 years, it is time to explore this area: Oil & Gas, Palm Oil, Mining, Agricultural, Precious Metals, etc.

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Coronavirus Life Cycle (Dec 2019 – ? 2020)

coronavirus life cycle

This is a preliminary Coronavirus life cycle model, assuming similar pattern as SARS (8 months duration), initiated in Dec 2019, currently 7 Feb 2020 with about 1+ month of reported data which was reported here.

We start to observe the first sign of slower growth on 6 Feb 2020 (number daily new cases started to drop from 5 Feb 2020, but downtrend only observed for 2 days so far, # death is still increasing). This early signal (mark as No 2 on chart) is significant as it shows that the isolation measures globally (especially in Hubei of China) may be effective but similar to stock market, longer trend (eg. over 1 week) is required to establish a more consistent trend.

If the slower growth may continue, there is a possibility that spreading of Coronavirus may reach a peak in Mar-Apr 2020, to be finetuned when there are more daily updates. From past experience, the virus lose its strength in summer, therefore it is a must to end it by Jun-July summer time, otherwise it may become a common flu, coming back every 6 months (2 winters globally in each hemisphere).

Here are past analysis data: https://www.facebook.com/ein55/photos/a.213596708842919/1226240390911874/

Similarly, stock market also has its own life cycle, bull (price growth) and bear (price drop) take turn to dominate, but stock market cycle is much longer, typically over 5-10 years, more dependent on optimism, not on exact duration.

For both life and stock investment, we could only focus on those we could control (eg. what stocks to buy, which places to go, etc). Stay neutral, the high probability of winning stock or low probability of getting virus would help us, don’t let short term emotions of daily stock prices or daily Coronavirus cases affect us.

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Impact of SARS 2003 and Coronavirus 2020 on Global Stock Market

sars coronavirus stock market

SARS and Coronavirus could be from similar family of virus but occurred at different timing of market cycle optimism, having different risks to global economy and stock market.

SARS started in late 2002, near to low optimism of global stock market after burst of Year 2000 Dotcom bubble, ending around mid 2003, so impact to stock market is limited. After ending of SARS, regional and global stock market start to recover.

Coronavirus started in late 2019, near to low optimism of China stock market but at high optimism of global stock market (US, World). Currently global/US stock market are mainly supported by US presidential election year with strong US economy, especially with cease fire of US-China trade war and end of impeachment on Trump.

Relatively, potential risk of Coronavirus to global stock market is greater than SARS mainly because:
1) Higher optimism level of global stock market, more potential to fall down when there is a black swan
2) Contribution of China to global economy in Year 2020 (15% world GDP) is 3 times more than in Year 2003 (5% world GDP)
3) Spreading of Coronavirus is faster than SARS, despite fatality rate is lower, total number of death (and therefore fear) could be more if dragged much longer without an effective medical solution

Therefore, the 2 main X-factors are mainly US election results (affecting US market, especially if Trump not elected or behind in winning rate) and severity and duration of Coronavirus (affecting China / Asia market).

Shorter term trading on more bullish US stock market (achieving new historical high again recently) is relatively safer. For China/Asia market, short term recovery could be cyclic in nature, could be suppressed when there is new unknown negative news of Coronavirus.

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Trend Analysis on Coronavirus Number Projection with Stock Market Positioning (Short / Medium / Long Term)

trend analysis coronavirus

Technical Analysis (TA) may be applied in all areas of life, eg stock investment and even on Coronavirus. People likes to know the unknown future, although it is unpredictable in nature to know what may happen tomorrow. If certain assumptions can be made, it is still a reasonable estimation with Technical Trend Analysis but value must be adjusted with each day of new development.

Based on the daily update given by this website, I have tabulated # infected and # death based on global data (mainly is within mainland China):
https://www.worldometers.info/coronavirus/

Trend Analysis is performed, tracking # infected and # death from 22 Jan 2020 (labelled as Day 1) till last reported daily data of 4 Feb 2020 (labelled as Day 14). For daily data from 5 Feb 2020, it is under projection mode as it is still “future” as of now when article is written.

Based on limited data of 14 days, it is observed that second order polynomial equation provides a very nice fit (over 99% correlation) for both # infected and # death:
# Infected = 134.42x^2 – 203.27x + 700.24
# Death = 2.4535x^2 – 0.7403x + 19.622
where x is number of days counted from 22 Jan 2020,

Today (5 Feb 2020) is Day 15, if projected (data highlighted in yellow), there will be over 27896 for # infected and 561 for # death. The difference with actual number could be numerical error and also daily variation (eg. x factors).

This trend analysis assumes the same factors applied, momentum continues each day. If there is no change to this momentum of growth rate, it is projected to reach 1 million # infected by 87 days (17 Apr 2020).

Of course, in the real world, this constant momentum unlikely to happen as this second order polynomial equation implies infinite # infected when # days is very long term. From past experience (eg. with SARS, seasonal flu), we know the growth rate with slowdown at certain time, the second order polynomial equation may eventually reverse in direction after reaching a peak, requiring higher order polynomial or a more complex equation.

Despite limited database, this function is still useful when updated daily for monitoring of growth rate, see if it still follows or deviates from the current momentum. The analysis above is based on total cases, predominantly for mainland China. For the rest of the world (excluding China), condition is much better, similar growth pattern may be observed but fatality rate (# death) is much lower.

With travelling ban among the countries and more local isolation, the growth rate would eventually reach a peak (eg. within Hubei of mainland China) and come down. If uncontrolled, then the base would be extended to the whole world (similar to common flu which affects the world 2 times yearly, during winter time in northern / southern world, every 6 months).

Networking (more interactions among people) is useful for business growth. Networking is also harmful for virus growth. So, there is a conflict of interest, virus growth and business growth are aligned at certain time. So, the virtual social network such as Facebook would benefit, future 5G technology may also encourage more networking without physically meet-up, minimizing the chances for new virus to spread.

Risk within Singapore is still low as all affected cases could be traced back to China tourists (which travelling to Singapore is banned from 1 Feb 2020) and fatality outside China is low (less than 1%, 0 death in Singapore).

We should still continue with the normal daily life (work, study, etc) while taking precautionary measures with positive habits in personal hygiene.

Each crisis (eg. Dotcom bubble crash, 911, SARS, Gulf War, Subprime Crisis, etc) could be potential opportunity for those who are prepared. Meanwhile, some stocks (eg. transportation, F&B, consumer discretionary, etc) could be under significant correction in price below value over next 6-12 months if Coronavirus continues to spread.

For short term (less than 3 months), global stock market has accepted the current condition of Coronavirus, starting to show sign of technical rebound. Positioning based on Technical Analysis for short term trading is still reasonable for bullish stock market such as US or selected sectors and stocks globally with bullish trends.

For medium term (less than 1 year), when China economy continues to slow down (eg. GDP drops from 6% to 5%), it will have significant impact on global economy. During 2003 SARS period, China contributed only to about 5% world GDP, but now China contributes to about 15% world GDP, implying effect of Coronavirus could be 3 times more than SARS as when China is sneezing, world would catch the cold.

For long term (5-10 years), the best opportunity of global financial crisis has not yet arrived as global stock market optimism is still high. However, a smart investor should prepare in advance (eg. sell at high or fair price, keeping cash as opportunity fund).

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Keypoints on Coronavirus with Stock Market

coronavirus ketpoints

Despite there are 6 new cases of coronavirus today in Singapore, all could be tracked, originally from China tourist group, before the total travel ban of China tourists to Singapore from 1 Feb 2020.

A few important keypoints:

1) The virus is transmitted within small group. So, avoid shake hands, talking in close distance or rubbing face (nose, mouth, eyes) would help to minimize the case.

2) Stay healthy is more important than feel stressful each day (affecting immune system when could not sleep well). Since coronavirus spreading or infecting is beyond our control, we just keep to the right habits, not to over-stress oneself, infected with depression even before the real virus.

3) Global stock market has accepted the fear over the past 1 month on this new virus, showing technical rebound in prices. In medium term (3-6 months), when real economy (quarterly GDP) and sector business (eg. tourism, hotel, F&B, transportation, manufacturing, etc) also show weaker fundamental, then there is an more room of downside, especially if the spreading of Coronavirus continues.

If Singapore has the first death case or uncontrolled spreading of virus to local people, then the crisis would become greater as people may be as fearful as during SARS time. Now the fear is still little, only 1 out of about 50 people wearing mask, after public sharing on no need to wear mask unnecessarily if not sick.

Light at the of tunnel will be waiting for effective vaccine or self-termination of virus around summer time (about 8 months if following SARS experience).

4) At the moment, this is just a minor crisis, not yet a lifetime opportunity as in global financial crisis (stock indices could drop more than 50%). Both investors and traders should monitor closely, minimize risks with exit plan and waiting for opportunities to buy low.

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Stock Opportunity in Coronavirus Crisis

coronavirus crisis opportunity

8% drop in China stock market yesterday seems significant but this is actually accumulation of 10 days of market fear since 24 Jan 2020 (eve of Chinese New Year).

Comparing with US S&P 500 and Singapore STI within the same period (about 3% correction), therefore additional correction due to fear of China coronavirus condition is about 8 – 3 = 5%.

More countries may follow one another to ban travelling from China. Despite fatality rate outside China is very low (only 1 death) but Coronavirus continues to spread further in China, especially in Hubei with limited medical resources.

When one observes a potential crisis with unknown severity, it is safer to exit first as if a shorter investor/trader when there is a reversal signal for individual signal (eg. breaking below short term support or more than X% drop following the trading plan). It is never too late when stock market is recovering to enter again as a short term trader, avoiding buy low get lower for short term.

At the moment, this is just a minor crisis, not yet a lifetime opportunity as in global financial crisis (stock indices could drop more than 50%). Both investors and traders should monitor closely, minimize risks with exit plan and waiting for opportunities to buy low.

When global stock market are at high optimism (over 75%), it is relatively safer to adopt shorter term investing or trading strategies (eg. trend-following) as each month could have new variable in the market (eg. besides Coronavirus, now there is news of H1N1 and H5N1 in other places in China. Later there is US presidential election, as well as next episode of US-China trade war), having potential to trigger the next global financial crisis.

Crisis is Opportunity if one is prepared, eg waiting patiently for price of giant stocks to drop much lower value, having holding power for recovery.

Crisis is Crisis if one simply follows other people’s views (especially mass market), fearful and greedy at the same time, not considering own personality (eg. risk tolerance, reward expectation, holding power, etc).

Stock market is driven mainly by both business fundamental and market emotions (eg. fearful in last 1 month), requiring LO-FTP (Level/Optimism/Fundamental/Technical/Personal) Analysis + BE (Business/Economic) Analysis, integrated to aligned with own personality. More details in www.ein55.com

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Technical Analysis on Coronavirus and Stock

technical analysis coronavirus

I just found this article published in the famous Lancet Journal which projected Wuhan could actually have over 75000 cases as of 25 Jan 2020 and the number would double each week. It has been about 1 week since then till now, so current projected number based on this model published in Lancet journal is over 150000, aligned with my projection in yesterday article for Hubei = 7153 x 16.7, about 120000 with simple statistical method.
https://www.facebook.com/ein55/posts/1223598294509417?__tn__=K-R

Besides investment, my profession is in modeling and simulation, therefore having interest to perform additional analysis with simplified methods which could be applied in investment and also many aspects in life, including coronavirus projection.

Despite the official # infected could be much less than actual, the data reported is still useful for trend analysis (similar to Technical Analysis in stock investment) as long as it is consistently reported each day. One could monitor the daily new # infected (was 2000, now increasing to 2500 daily, sign of spreading continues) and # death (stable around 40-50 daily). Currently, there is still no sign of slowing down, the growth in number is under mild acceleration mode (# new cases daily is increasing from 2000 to 2500, likely higher in next few days).

Using investing jargon, the virus is a “growth” virus. We need to monitor the growth rate and external factors (eg collaboration among different countries to minimize the spreading) to determine the possible reversal. Time is a factor. Similar to investment, one may buy an investing stock in crisis but does not have the holding power, may fail eventually, buy low sell lower. For patient infected, as long as immune system is strong (as if strong fundamental business), able to last through the winter time (period for natural recovery even if infected), one could recover naturally without medicine, having new immunity to resist future new virus (similar to stock, each breakout of resistance could become the next support for future crisis with falling in prices).

When new # infected and / or # death on current day is lower than yesterday, it is the first sign of deceleration (slower spreading) but # new cases will still continue until reaching 0 one day (no new case), only then it reaches a peak. Since there is typically 14 days of incubation period for virus, there will be time delay of 14 days from last patient to actual ending of this wave of spreading (until another outbreak again, could be a few years later, if someone never learns from mistake, mess up with wild animal again). For SARS, it takes about 8 months for it to disappear. For common flu, it becomes part of our life, taking turn to visit us each season. For coronavirus, it may end up as SARS (1 time or rare virus) or common flu (if spreading could not be controlled, human has to make peace with this new virus, when most people are affected, there will be natural immune system build up, fatality rate may drop to as low as common flu of 0.05%).

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Hidden Statistical Analysis of Coronavirus with Stock Investment

statistical analysis coronavirus

Some may be puzzled why there are so many death cases for Coronavirus in China, especially in Hubei (258) but 0 (zero) case outside mainland China. From statistics point of view, this drastic difference may be due to certain reasons.

Does it mean the virus is more deadly in China than outside China (quite unlikely as many who are infected outside China traveled from Wuhan). Does it mean China medical resources are less, resulting in lower survival rate (may be but unlikely to be so different)?

From statistical analysis (as of 1 Feb 2020), we may identify possible sampling or reporting error:

Area / # Infected / # Death / Fatality Rate (%)
==============================
Mainland China / 11757 / 258 / 2.19%

Hubei only / 7153 / 249 / 3.48%
Mainland China ex Hubei / 4604 / 9 / 0.19%

World ex mainland China / 108 / 0 / 0.00%

World inc China / 11865 / 258 / 2.17%
================================
There are a few key observations:
1) Using total sample size (world inc China) to compute 2% fatality rate of 2% may not be accurate. This results in great fear overseas but so far 0 death overseas, while common flu has more death in these countries.

2) Within mainland China, when comparing Hubei vs the rest of the region in mainland China, we can observe drastic difference of fatality rate of 3.48% (Hubei) vs 0.19% (other China cities, although not 0 but closer to observation outside China, a low fatality rate).

Assuming reporting are all true (one may argue), here are possible reasons:

Hubei could have much more infected cases but only those diagnosed officially in hospitals are reported, this lower down the base of # infected. At the same time, those minor cases or not diagnosed cases may recover gradually at home, therefore not reported. Those severe cases need to seek medical help, therefore were sent to hospital which eventually some are reported as death.

So, assuming Hubei vs other China cities should have the same fatality rate of 0.19%, this implies actual # infected in Hubei could be 3.48/0.19 = 16.7 times more than 7153 reported based on official / hospital cases.

This is same as common flu in the world, no one could be precise to tell the actual fatality rate because the # death could be accurate (sent to hospital) but # infected is just an estimation.

For world ex China, currently has 0 death case but let’s take the worst case of having 1 death based on current # 108 infected, then max fatality rate is 0.93%, which is less than 1%.

Based on different grouping of data above, the 0.19% fatality rate of China ex Hubei may be a more likely number for Coronavirus, which is about 3-4 times stronger than normal flu (estimated as 0.05%). The key is to control the base (# infected) for Coronavirus, therefore current moves to restrict travelling among the countries are correct. If not, if the base is similar to common flu (which have 12000 death in US yearly), the 3-4 times higher fatality could be disaster to the world. Despite Ebola virus is very deadly (over 50%) but # infected is less.

Crisis is Opportunity if one is prepared, eg waiting patiently for price of giant stocks to drop much lower value, having holding power for recovery.

Crisis is Crisis if one simply follows other people’s views (especially mass market), fearful and greedy at the same time, not considering own personality (eg. risk tolerance, reward expectation, holding power, etc).

Conclusions:
Coronavirus may not be as deadly as reported (2%), could be 10 times weaker, 0.2%, may be due to many cases # infected unreported (not sent to hospital). However, even if fatality is as low as common flu, it can still cause many deaths due large # infected, which should be the priority now to limit the spreading of virus while finding a medical solution.

The most deadly part of any new virus (Coronavirus or any future virus) is not death case but the FEAR emotion which drives humanity into selfishness, loneliness / isolation, depression, etc. So, science including statistical analysis would help us to stay calm but continue to keep the right habits to minimize the spreading, infection and fatality of viruses.

Application of statistics and sampling is everywhere. Eg. in Taiwan recent presidential election, we can observe poll from small sample is relatively accurate to predict the winning rates of different candidates (within 5% difference) but not on actual final number which depends on how many people present to cast the vote on actual day.

Similarly for stock investment, careful statistical analysis is required, not to just take a gross number, eg business is up or down within certain year (eg. Breadtalk). It is important to further divide into different divisions, each could have different performance (eg. Food court and Restaurant divisions are profitable, Bakery and 4orth divisions with external partnership are in loss).

Fundamental Analysis using some key numbers (eg. ROE > 5%) is fine as a quick filter but deeper analysis is required to understand the business (eg economic moat). Similarly for LOB-FTP (Level/Optimism/Business/Fundamental/Technical/Personal) Analysis, this requires much more time to evaluate a stock before making decision (Buy / Hold / Sell / Wait / Shorting) aligning with own personality (eg. short/medium/long term investing).

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Impact of Travel Ban on Economy with Coronavirus

travel ban

US follows Singapore, also ban those who visited China in last 14 days from entering US except US own people. Australia then follows US with similar move.

However, China criticizes on US’ move today, not Singapore’s move yesterday, showing the relationship among the countries. US is the world leader, many countries would follow its move, especially if elections may come soon, it is important to win the heart of own people.

Many major airlines in US have stopped the flight services between US and China, travelling is still possible through third country but will be significantly less. From economic point of view, this will be a major injury as China contributes to about 30% of global tourists, main source of revenue generation (eg. Thailand suffers a lot with both declining income with few China tourists, also having the most cases of Coronavirus outside China). Taiwan suffered over the past few years with high tension with China, less tourists to Taiwan, now become a blessing in disguise with few cases.

There is always a balance, gaining from China in the past due to more trades or more tourists but now may suffer more with drastic change.

Based on the statistics so far, growth rate of new coronavirus cases are stable at 2000 daily (about 40+ death daily), moving in 1 straightline until a peak is reached, then the growth rate will be slower. If it continues at the same rate for 100 days before arrival of warmer summer or spring, implying 2000 x 100 = 200000 cases, death or fatality rate will be around 2%). There is a high possibility that Coronavirus may become a common flu one day as it is more contagious than SARS or even flu. The R0 value is 3, implying 1 person affected could pass to another 3 persons. Next 3-6 months will be golden period for global scientists to come out with an effective vaccine (until it may be transformed to a new virus in the next season, similar to different types of flu spreading globally each year, killing thousands of people – average 12000 death in US yearly due to flu).

Singapore may be blessed with hot weather, virus may be less active or less deadly. So, try not to touch on anything in public place, then touch own face (eyes, mouth, nose).

If this virus continues even until summer, impact to global economy (especially to China) would be much higher than SARS in 2002-2003 (only 8 months). Investors need to monitor the global stock market and other possible black swan. SARS mainly affected Asia last time but Coronavirus could affect whole world, even it is not as deadly as SARS, less death cases than common flu, however the fear would be tremendous. this may be enough to cause global economy slowdown (less travelling, less trades, less shopping and therefore less spending), if not global financial crisis.

Let’s continue to monitor the trend of Coronavirus. The risk of viruses (common flu, SARS, Coronavirus, Ebola, H1N1, H5N1, MERS, etc) will be never ending. Human needs to learn to minimize the probability of happening (at least not to create new by eating wild animals), finding medical solutions (medical technology) for cure, as well as strengthen own immune system (health / diet) and following other positive habits. Learn to invest in stocks during crisis: www.ein55.com

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Speculative Trading of Coronavirus Related Stocks

speculative trading

There are quite many speculative stocks (eg. surge over 100% in 1 day), may not be suitable for retail traders. It is fine to use small capital for speculative trading (小赌怡情) as now is still Chinese New Year, “buy very-high to sell very-very-high” may not be suitable for most people as volatility is very high, some may not able to cut loss when trend is reversed, holding the stock from original shorter term trading, becoming longer term investor which share prices could fall if business is declining without positive changes in direction.

With spreading of Coronavirus, some weak fundamental stocks in the right sector (eg. healthcare) are also supported due to speculation. Now even funeral service stocks may be speculated (unlikely for a few hundred death to change the fundamental of business). For example, Sinolifegroup (HKEx: 8296) does not have strong fundamental, speculation (price surged over 100% in 1 day) may be for very short term speculative trading with pure technical analysis, leveraging on market emotion. There are other much better funeral service stocks with strong fundamental (consistent growth due to predictable average lifespan of people).

Ein55 Mentor Kean Lim has shared a giant stock on funeral services (both in Australia and also Singapore – including the famous company – Singapore Casket, my mother-in-law was having ceremony there when passed away last year) in earlier Business Analysis (BA) course: Invocare (ASX: IVC) which has strong business fundamental for longer term investing but currently is bearish in short term prices.

In conclusion, each investor/trader should align the stock strategy (What to Buy, When to Buy/Sell, How much to Buy/Sell, etc) with own unique personality. Do independent thinking before making own decision in investing or trading.

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