Showing posts with label investments. Show all posts
Showing posts with label investments. Show all posts

Sunday, January 1, 2023

Market Outlook 2023


As we step into the new year, it's essential to gain insights into the market outlook for 2023. Understanding the forecasts and predictions from reputable financial institutions can provide valuable guidance for investors, businesses, and individuals navigating the ever-changing landscape of the global economy.

Feel free to refer to this table for easy access to the market outlooks provided by these leading financial institutions.


Financial Institution

Market Outlook for 2023

Goldman Sachs

Link

J.P. Morgan

Link

Morgan Stanley

Link

Bank of America

Link

BlackRock

Link

HSBC

Link

Barclays

Link

NatWest

Link

Citi

Link

UBS

Link

Credit Suisse

Link

BNP Paribas

Link

Deutsche Bank

Link

ING

Link

Apollo Global Management, Inc.

Link

Wells Fargo

Link

BNY Mellon

Link

Fidelity International

Link

Lazard

Link

Friday, July 29, 2022

Fremont vs Los Gatos vs Palo Alto high schools




Fremont vs San Jose public high schools

  • Irvington and Mission - Fremont's top 2 seem to be in a different league compared to San Jose public high schools - averaging almost 50 kids to Berkeley every year
    • Mission San Jose's dominance is clear as it got similar kids accepted to Berkeley as Evergreen and Leland combined did
    • Irvington's dominance is clear as it got similar kids accepted to Berkeley as Evergreen, Leigh and Branham combined did

  • Evergreen(26.2) and Leland(29) are top 2 in San Jose and average close to American High(27.6) in Fremont
  • Washington(Fremont) and Milpitas High are the up and coming schools closing on the 20 mark
  • Other public schools in San Jose are around the 10 mark. This includes Leigh high, Piedmont and Santa Teressa high which have 7+ great schools rating and median home prices above 1.5m. This shows that a lot of the new buyers in those neighborhoords will probably send kids to private schools or will move to better high schools in the future. 
  • Kennedy (Fremont), Silver Creek, Willow Glen, Branham are all below the 10 mark








Sunday, July 17, 2022

Recession proof Bay Area SFH school districts

Over the last 10 years, zero interest rates and reduced housing supply has led to indiscriminate rise in home prices. However as interest rates rise, some pockets of real estate will hold their prices while others wont. As has been noticeable in the 2008 crash, good school district SFHs retain value through recessions and price drops are minimal. The goal of this post is to illustrate why and also look at what good school district mean. Hang in there as 8+ greatschool rating doesnt mean anything and lot of shitty schools are rated 8 on greatschools based on equity scores. 

Why do good school districts go for premium ? 

  • SFH
    • The regular factors that go behind SFH are still at play
    • Own and independent lot
    • Ability to extend the home in future
  • Inflation
    • Raw material Inflation
      • Homebuilding prices like lumber, copper, raw materials and labor increase with inflation
      • Cost of building a brand new home goes up
    • Tuition inflation
      • Private school tuitions go up with inflation. For example : Challenger tuition fees in 2007-08 were 10k per year. In 2022, Challenger tuition is 23k per year. 
      • At 2022 prices, cost of private school education for a kid is 250k and for 2 kids is 500k. 
      • If you chose to go the public school route, then you pay the 500k into the mortgage which is an investment without compromising on education quality or outcome. More on the quality and outcome later. 
      • As inflation rises, private school tuition will only increase from here and the SFHs with top public schools will be indexed to inflation
      • This is why condos/townhomes in top school districts like Cupertino and Mission San Jose sell higher than SFHs in poor school districts
    • Wage inflation
      • This is applicable to all homes. Home prices rise with wage growth and inflation will lead to wage growth. 
  • Supply constrained
    • SFHs are lesser in supply. SFHs in good school districts are further lesser. 
    • During downturns, this works to the advantage as the restricted supply still ensures there is enough demand
    • During downturns, home values in these neighbourhoods generally go down last and are the first to come back up when the market improves
    • This is what supply constraint looks like irrespective of school district
    • During periods of inflation, prices of anything with limited supply goes up

  • Upgrade demand from surrounding areas
    • During sellers markets, lot of buyers get stuck in homes in poor school districts. Due to bidding wars, they dont get choice. A lot of them also have equity. For eg : somebody in Newark or Washington high school will always try to upgrade to Irvington or American high in Fremont. Somebody stuck in Leigh high/San Jose will try to upgrade to Cupertino/Mission when they realize that some kids in Leigh high also end up in community colleges. 
  • Security
    • Good school districts generally come with families which leads to area with better security
  • Rental demand
    • Homes in good school districts generally attract good strong renters reducing vacancy rate and increasing rental yield
    • During rising rate environment, lot of people get priced out of the market. This leads to increased rising rental demand
  • Stocks vs real estate
    • During stock markets declines people panic sell and buy real estate because housing never goes to zero. Also if you are able to buy and hold the house then you are guaranteed to have that standard of living in the future, while with stocks you can be underwater for the next 10 years
What does good school district look like ?

Before answering that question, 7-8 rating on great school doesnt mean anything and doesnt mean a good school district. Great school ratings factor in equity scores by 40% which a lot of the buyers are not aware of. While whether this is the right methodology or not is a subject of another post, I like to use a different metric to evaluate good school district which is more consistent with home value retention during recessions and the actual value a buyer will derive out of the home. 

I use Berkeley admission rates and compute the 5 year, 10 year and 15 year average. 
Bay area has 13 schools which are in the top 100 US STEM schools. Out of these, Mission San Jose (Fremont), Irvington high(Fremont), Monta Vista(Cupertino) and Lynbrook(Cupertino) send 50 kids per year to Berkeley on Average. SFHs and condos in these schools tend to hold value in buyers markets because of the above reasons mentioned. 

Pleasanton and San Ramon also have amazing schools as linkedin above. But they have another factor which is distance from bay area which adversely affects them in recessions. The price drops are largest the further you move out of bay area. 



Sunday, August 8, 2021

Learnings from Charlie Munger on Capital Allocation

 1. “Proper allocation of capital is an investor’s number one job.” Capital allocation is not just the number one job of an investor but of anyone involved in any business. This is a core part of why Buffett and Munger say that being an investor makes you a better business person and being a better business person makes you a better investor. Making capital allocation decisions is core to any business, including a hot dog stand. Everyone must decide how to deploy their firm’s resources. Michael Mauboussin and Dan Callahan describe the core task in allocating capital simply: “The net present value (NPV) test is a simple, appropriate, and classic way to determine whether management is living up to this responsibility. Passing the NPV test means that $1 invested in the business is worth more than $1 in the market. This occurs when the present value of the long-term cash flow from an investment exceeds the initial cost.” Of course just passing the NPV test is not enough since the investor or business person’s job to seek the most attractive opportunity of all the opportunities that are available. Building long-term value per share is the capital allocator’s ultimate objective. Buffett puts it this way: “If we’re keeping $1 bills that would be worth more in your hands than in ours, then we’ve failed to exceed our cost of capital.”

2. “It’s obvious that if a company generates high returns on capital and reinvests at high returns, it will do well. But this wouldn’t sell books, so there’s a lot of twaddle and fuzzy concepts that have been introduced that don’t add much.” Munger is not a fan of academic approaches to capital allocation. He would rather keep the analysis simple. One issue that concerns both Buffett and Munger is that many CEOs arrive in their job without having sound capital allocation skills. The jobs that they have had previously in many cases do not provide them with sufficient capital allocation experience. Buffett has written: “Most bosses rise to the top because they have excelled in an area such as marketing, production, engineering, administration or, sometimes, institutional politics.” The best way to learn to wisely allocate capital is to actually allocate capital and get market feedback on those decisions. Allocating capital requires judgment and the best way to have good judgment is often to have experienced some effects of bad judgment. This lack of capital allocation experience can create problems since many people tend to focus on short-term stock prices and quarterly results. Munger believes that if an investor or CEO focuses on wise capital allocation and long term value the stock price will take care of itself.


3. “In the real world, you uncover an opportunity, and then you compare other opportunities with that. And you only invest in the most attractive opportunities. That’s your opportunity cost. That’s what you learn in freshman economics. The game hasn’t changed at all. That’s why Modern Portfolio Theory is so asinine.” “It’s your alternatives that matter. That’s how we make all of our decisions. The rest of the world has gone off on some kick — there’s even a cost of equity capital. A perfectly amazing mental malfunction.” “I’ve never heard an intelligent discussion on cost of capital.” Munger has on several occasions expressed his unhappiness with academic approaches to finance. Buffett describes their approach as follows: “Cost of capital is what could be produced by our 2nd best idea and our best idea has to beat it.” All capital has an opportunity costs – what you can do with the next best alternative. If your next best alternative is 1%, it is 1% and if it is 10% it is 10%, no matter what some formula created in academia might say. Allocating capital to a sub-optimal use is a mis-allocation of capital. As an example, if you are a startup founder and you are buying expensive chairs for your conference room the same process should apply. Is that your best opportunity to deploy capital? Those chairs can potentially be some of the most expensive chairs ever purchased on an opportunity cost basis. I have heard second hand that if you drive an expensive sports car Buffett has in the past on the spot calculated in his head what your opportunity cost is in buying that car versus investing.


4. “We’re guessing at our future opportunity cost. Warren is guessing that he’ll have the opportunity to put capital out at high rates of return, so he’s not willing to put it out at less than 10% now. But if we knew interest rates would stay at 1%, we’d change. Our hurdles reflect our estimate of future opportunity costs.” “Finding a single investment that will return 20% per year for 40 years tends to happen only in dreamland.” The current interest rate environment is a big departure from the past. Andy Haldane has pointed out that interest rates appear to be lower than at any time in the past 5,000 years. These very low interest rates driven by a “zero interest rate policy” or ZIRP have created new challenges for investors and business people. One issue that seems to exists today is a stickiness of hurdle rate at some businesses. Hurdle rates that were put in place in the past may not be appropriate in today’s world. Buffett has said: “The real test is whether the capital that we retain generates more in market value than is retained. If we keep billions, and the present value is more than we’re keeping, we’ll do it. We bought a company yesterday because we thought it was the best thing that we could do with $3 million on that day.” In 2003 Buffett said: The trouble isn’t that we don’t have one [a hurdle rate] – we sort of do – but it interferes with logical comparison. If I know I have something that yields 8% for sure, and something else came along at 7%, I’d reject it instantly. Everything is a function of opportunity cost.” Warren also recently said that he wasn’t just going to buy using today’s very low rates just because they were his current best opportunity. These sorts of questions are very hard to sort out given the economic environment we are in now is new. The last point Munger makes is that when someone promises you a long term return of something like 20% for 40 years hold on to your wallet tightly and run like the wind.


5. “There are two kinds of businesses: The first earns 12%, and you can take it out at the end of the year. The second earns 12%, but all the excess cash must be reinvested — there’s never any cash. It reminds me of the guy who looks at all of his equipment and says, ‘There’s all of my profit.’ We hate that kind of business.” Munger likes a business that generates free cash flow that need not be reinvested and not just an accounting profit. Some business with an accounting profit require that you reinvest all or nearly all of any cash generated into the business and Munger is saying businesses like this are not favored. Coke and See’s Candies are attractive businesses based on this test. Airlines by contrast are not favored. Munger calls an airlines “marginal cost with wings.” Munger is also not a fan of creative accounting’s attempt to hide real costs: “People who use EBITDA are either trying to con you or they’re conning themselves. Interest and taxes are real costs.” “I think that, every time you see the word EBITDA, you should substitute the word ‘bullshit’ earnings.” Buffett says: “Interest and taxes are real expenses. Depreciation is the worst kind of expense: You buy an asset first and then pay a deduction, and you don’t get the tax benefit until you start making money.”


6. “Of course capital isn’t free. It’s easy to figure out your cost of borrowing, but theorists went bonkers on the cost of equity capital.” “A phrase like cost of capital means different things to different people. We just don’t know how to measure it. Warren’s way of describing it, opportunity cost, is probably right. The answer is simple: we’re right and you’re wrong.” “A corporation’s cost of capital is 1/4 of 1% below the return on capital of any deal the CEO wants to do. I’ve listened to many cost of capital discussions and they’ve never made much sense. It’s taught in business school and consultants use it, so Board members nod their heads without any idea of what’s going on.” Berkshire does not “want managers to think of other people’s money as ‘free money’” says Buffett, who points out that Berkshire imposes a cost of capital on its managers based on opportunity cost. One thing I love about this set of quotes is Munger admitting that Buffett is only “probably” right and that they don’t know how to measure something others talk about. It indicates that Munger is always willing to consider that he is wrong. While he has said that he has a “a black belt in chutzpah,” he has also said that if he does not overturn a treasured belief at least once a year, it is a wasted year since it means he is not always looking hard at whether his beliefs are correct. In his new book Superforecasting, Professor Philip Teltock might as well have been writing about Charlie Munger when he wrote: “The humility required for good judgment is not self doubt – the sense that you are untalented, unintelligent or unworthy. It is intellectual humility. It is a recognition that reality is profoundly complex, that seeing things clearly is a constant struggle, when it can be done at all, and that human judgment must therefore be riddled with mistakes.”


7. “We’re partial to putting out large amounts of money where we won’t have to make another decision.” Attractive opportunities to put capital to work at high rates of return don’t come along that often. Munger is saying that if you are a “know something investor” when you find one of these opportunities you should load up the truck and invest in a big way. He is also saying that he agrees with Buffett that their preferred holding period “is forever.” Buffett looks for a business: “where you have to be smart only once instead of being smart forever.” That inevitably means a business that has a solid sustainable moat. Buffett believes that finding great investment opportunities is a relatively rare event: “I could improve your ultimate financial welfare by giving you a ticket with only twenty slots in it so that you had twenty punches – representing all the investments that you got to make in a lifetime. And once you’d punched through the card, you couldn’t make any more investments at all. Under those rules, you’d really think carefully about what you did, and you’d be forced to load up on what you’d really thought about. So you’d do so much better.” When he finds a really great business the desire of Charlie Munger is to hold on to it. Munger elaborates on the benefits of not selling: “You’re paying less to brokers, you’re listening to less nonsense, and if it works, the tax system gives you an extra one, two, or three percentage points per annum.”


8. “We have extreme centralization at headquarters where a single person makes all the capital allocation decisions.” Centralization of capital allocation decisions at Berkshire to take advantage of Warren Buffett’s extraordinary abilities is an example of opportunity cost analysis at work. Why allow your second best capital allocator or 50th best do this essential work? Here’s Buffett on his process: “In allocating Berkshire’s capital, we ask three questions: Should we keep the capital or pay it out to shareholders? If pay it out, then you have to decide whether to repurchase shares or issue a dividend.” “To decide whether to retain the capital, we have to answer the question: do we create more than $1 of value for every dollar we retain? Historically, the answer has been yes and we hope this will continue to be the case in the future, but it’s not certain. If we decide to retain and invest the capital, then we ask, what is the risk?, and seek to do the most intelligent thing we can find. The cost of a deal is relative to the cost of the second best deal.” As was noted in the previous blog post in this series, nearly everything else other than capital allocation and executive compensation is decentralized at Berkshire.


9. “We’re not going to put huge amounts of new capital into a lousy business. There are all kinds of wonderful new inventions that give you nothing as owners except the opportunity to spend a lot more money in a business that’s still going to be lousy. The money still won’t come to you. All of the advantages from great improvements are going to flow through to the customers.” This is such an important idea and yet it is often poorly understood. Many investments in a business are only going to benefit customers because the business has no moat. In economic terminology, the investment produces all “consumer surplus” and no “producer surplus.” Some businesses must continue to plow capital into their business to remain competitive in a business that is still going to deliver lousy financial returns. Journalists often talk about businesses that “earn” some amount without noting that what they refer to is revenue not profit. What makes a business thrive is profit and absolute dollar free cash flow. One thing I am struck by in today’s world is how hard nearly every business is in terms of making a significant genuine profit. The business world is consistently hyper competitive. There is no place to hide from competition and potential disruption. If you have a profit margin, it is someone else’s opportunity. Now more than ever. People who don’t think this contributes the inability of central banks to create more inflation are not living in the real business world.  Making a sustained profit in a real business is very hard.


10. “I don’t think our successors will be as good as Warren at capital allocation.” There will never be another Warren Buffett just as there will never be another Charlie Munger. But that does not mean you can’t learn from the way they make decisions, including, but not limited to, capital allocation decisions. Learning from others is strangely underutilized despite its huge rewards. Some of this aversion to learning from others must come from overconfidence. This overconfidence is good for society since it results in a lot of intentional and accidental discovery. But at an individual level it is hard on the people doing the experimentation. Reading widely about how others investors and business people approach capital allocation is wise. As an example, Howard Marks and Seth Klarman are people who have learned from Buffett and Munger and vice versa. Having said that, we are all unique as investors. There is no formula or recipe for successful investing. But there are approaches and processes that are far more sound than others that can generate an investing edge if you are willing to do the necessary work. These better decision making process are applicable in life generally. If you are not willing to do the work that an investor like Munger does in his investing, you should buy a diversified low cost portfolio of index funds/ETFs. A dumb “know nothing investor” can transform themselves into a smart investor by acknowledging that they are dumb. Buffett calls this transformation from dumb to smart of they admit they are dumb an investing paradox.


11. “All large aggregations of capital eventually find it hell on earth to grow and thus find a lower rate of return.” Munger is saying that the more assets you must manage the harder it is to earn an above market return. Putting large amounts of money to work means it takes more time to get in and out of positions and for that reason it becomes hard to effectively invest in relatively smaller opportunities. Buffett puts it this way: “There is no question that size is an anchor to performance. We intend to prove that up to the point that it really starts biting. We can’t earn the same returns on capital with over $300 billion in market cap. Archimedes said he could move the world with a long enough lever. I wish I had his lever.”


12. “Size will hurt returns. We can only buy big positions, and the only time we can get big positions is during a horrible period of decline or stasis. That really doesn’t happen very often.” There are times when Mr. Market turns fearful and huge amounts of capital can be put to work even by Berkshire as was the case in 2008. To be able to take advantage of this requires that the investor (1) be patient and (2) be aggressive when it is time. Jumping in when things are falling apart takes courage. Not jumping is during a period of investing frenzy takes character. Bill Ruane believes: “Staying small in terms of the size of fund is simply good business. There aren’t that many great companies.” The bigger the fund the harder it is to outperform. Bill Ruane famously closed his fund to new investors to be “fair” to his clients. 

In terms of an example of outperforming during what for others was a horrible time, the following example of Munger in action below speaks for itself. Bloomberg wrote at the time: “By diving into stocks amid the market panic of 2009, Munger reaped millions in paper profits for the Daily Journal. The investment gains, applauded by Buffett at Berkshire Hathaway’s annual meeting in May, have helped triple Daily Journal’s own share price. While Munger’s specific picks remain a mystery, a bet on Wells Fargo (WFC) probably fueled the gains, according to shareholders who have heard Munger, 89, discuss the investments at the company’s annual meetings. ‘Here’s a guy who’s in his mid-80s at the time, sitting around with cash at the Daily Journal for a decade, and all of a sudden hits the bottom perfect.’”

Munger having the necessary cash to do this investment in size at the right time in 2009 was not accidental. You don’t have the cash at the right time by following the crowd. As Buffett points out holding cash is not costless: “The one thing I will tell you is the worst investment you can have is cash. Everybody is talking about cash being king and all that sort of thing. Cash is going to become worth less over time. But good businesses are going to become worth more over time.” That available cash was a residual of a disciplined buying process focused on a bottoms-up analysis by Munger of individual stocks. His ability to do this explains why he is a billionaire and we are not.



Tuesday, January 26, 2021

Youtube 2021 Priorities

2020 Lookback

  • During the first quarter of last year, we saw a 25 percent increase in watchtime around the world.
  • 2020 was YouTube Gaming's biggest year yet, with over 100 billion hours of gaming content watched on YouTube.
  • In the first half of the year, total daily livestreams grew by 45 percent.
  • first time streamers accounted for more than 10 million streams on the platform.
  • They included Brazilian artists like Jorge & Mateus, who live streamed a concert from their garage that’s been viewed over 40 million times.


Creator Communities

  • YouTube's creative ecosystem contributed approximately $16 billion to the U.S. GDP in 2019, supporting the equivalent of 345,000 full time jobs.
  • The UK in 2019 saw approximately £1.4 billion contributed to the British GDP and the equivalent of 30,000 full time jobs. And in France, there was an estimated €515 million contributed to the French GDP and the equivalent of 15,000 full time jobs.
  • The number of channels making the majority of their revenue from Super ChatSuper Stickers or channel memberships on YouTube tripled.


Future

  • Youtube shorts is receiving an impressive 3.5 billion daily views! 
  • Currently testing a new beta program with a group of beauty and electronics creators to help people discover and buy the products they see in videos. 
  • TV was our fastest growing screen in 2020. That’s why we’ve worked to improve the look, feel, and performance of the Living Room app.


Thursday, January 21, 2021

Types of FIRE - Financial Independence and Retire Early

 Types of FIRE

  1. Lean FIRE - 1-1.25 million USD
    • At 4% withdrawal rate, this leads to 40k to 50k annual income
    • At 3% withdrawal rate, this leads to 30k to 37.5k annual income
    • At 2% withdrawal rate, this leads to 20k to 25k annual income
  2. India FIRE - 1.5 million - 10 crores INR
  3. FIRE - 2.5-3 million USD
    • At 4% withdrawal rate, this leads to 100k to 120k annual income
    • At 3% withdrawal rate, this leads to 75k to 90k annual income
    • At 2% withdrawal rate, this leads to 50k to 60k annual income
  4. FAT FIRE - 4-5 million USD
    • At 4% withdrawal rate, this leads to 160k to 200k annual income
    • At 3% withdrawal rate, this leads to 120k to 150k annual income
    • At 2% withdrawal rate, this leads to 80k to 100k annual income
  5. Silicon Valley FIRE - 8-10 million USD
    • 3 million+ is tied up in the primary home
    • Rest is same as FAT FIRE



Thursday, January 7, 2021

The Professor, the banker, the suicide king : Book Review

  1. A few notes on professional poker players and parallels I see with investors from the book The Professor, the Banker, and the Suicide King (about a series of high stakes poker games between Vegas pros and renegade real estate investor/banker Andy Beal)
  2. “The best players walk a tightrope between their business sense and their passion. As professionals, they seek out the most profitable opportunities. As gamblers, they want the risk and excitement of having something important on the line."
  3. “Elite players are drawn from a pool of gamblers, not problem solvers or people readers. They start off losing like everybody else." Ingredients: competitive drive, risk tolerance - and "a lot of losing." It's ok to pay your dues, that's how you learn.
  4. “The pro is developing a recognizable edge. From that point on, she has more in common with the casino than the other bettors." "Professionals merely have to allow enough trials to even out the role of luck." (and stay in the game long enough)
  5. "There are a lot of poker players who aren't gamblers. They find a level where they can win and they make their living. But if you don't have that need for action in you, you don't push yourself to move higher up. It takes a certain amount of gambling mentality to keep pushing."
  6. Keynes: "The game of professional investment is intolerably boring to anyone who is entirely exempt from the gambling instinct; whilst he who has it must pay to his propensity the appropriate toll."
  7. For the dealmakers: maximizing your advantage vs. being someone people want to play with. Professional gamblers faced this all the time, choosing between the conflicting goals of maximizing their advantage and marketing themselves, so people would gamble with them. After all if the members of the group somehow demonstrated to Andy Beal that their advantage was so big that he had no chances whatsoever, he would never sit down to play with them. Likewise, if they would play only under conditions that favored them in every way, he would eventually be frustrated by their inability to give him a fair chance and give up. 
  8. Poker was a game of skill, but if you played it for a living, you also had to be willing to gamble. 
  9. "The true professionals were those whose attitude might sometimes cost them, but who had the skills to handle the bad gambles while cashing in on all the favorable situations their "let's gamble" style brought their way."
  10. "Confidence bordering on arrogance. Players would crack under the pressure unless they truly believed they were better."
  11. Munger: "In my whole life, nobody has ever accused me of being humble. Realistic is probably a better word. We understand our limitations better than others."
  12. A common characteristics of high stakes poker player is confidence bordering on arrogance. Playing against other pros and skilled amateurs night after night was so competitive that players would crack down under the constant pressure unless they truly believed that they were better than everyone else. 






Saturday, August 22, 2020

Indian Asset Allocation


All Weather Portfolio
  1. Equities - 60% 
    1. HDFC Sensex fund - 35%
    2. ICICI Nifty Index fund - 20%
    3. ICICI Nifty Next 50 - 5%
  2. Bonds - 20%
    1. ICICI Gilt fund - 20%
  3. Gold - 20% - thesis
    1. HDFC Gold fund - 20%

Post Covid Strategy : moving the 20% bonds to equities. Reasons
  1. Federal reserve is going to create a mother of all asset bubbles
  2. Dollar devaluation helps Emerging Markets
  3. Stock market is not the economy
  4. Indian case count will only rise and no moving back from here, most likely course is herd immunity. It doesnt seem like any lockdown is going to come back. 
  5. 20% Gold hedge can help counter any shocks - remaining 80% will capture bull run
  6. Bonds have already run up in the last 6 months. Time to capture the gains. Yields set to stay low in the forseeable future as government will do everything to get the economy back. 
  7. Gold has also had a nice run up, but with fiscal and monetary stimulus may benefit further. 

* Full disclosure : My posts are not investment advice. Its your money, so do your own homework. 

Sunday, August 9, 2020

Gold thesis


  • Negative real interest rates
  • Increasing money supply in the economy as the FED goes in with a bazooka
  • Dollar devaluation 
  • Probability of inflation in the near horizon
  • Chances of another shock to the stock market. Gold is the flight to quality trade
  • A lot of bad outcomes are still possible due to COVID (like bankruptcies)
  • Inflation in asset prices
  • Helps to diversify asset allocation (all weather portfolio)


Historically Gold prices almost doubled from 2008-2011 during the great financial crisis



Saturday, June 6, 2020

Stock market is not the Economy : Unemployment numbers



Few things to note from the table

  • During the 2008 financial crisis, unemployment rate went from 4.9% to 5.6% during Jan-June, 2008. S&P500 was at 1278 on June 27, 2009, down 14% from ~1500 peak
  • Unemployment rate increased more rapidly during the later half of 2008 to end at 7.2% in December. H2, 2008 saw the fall of Lehman. S&P500 was at 887 on Dec 19, 2008 down 30% from June, 2008 and down 40% from ~1500 peak.
  • Unemployment bottomed at 10% in October 2009
  • Stock market bottomed at 683 in March, 2009 when the unemployment was at 8.7%
Stock market reflects the rate of change of bad news. 
  • Rate of change of unemployment in H1, 2008 = -.15% per month
  • Rate of change of unemployment in H2, 2008 = -.23% per month
  • Rate of change of unemployment in H1, 2009 = -.28% per month
  • Rate of change of unemployment in H2, 2009 = -.06% per month
The rate of change of unemployment numbers clearly show that the rate was highest in H1, 2009 which co-incides with the market bottom. The absolute unemployment percentage kept getting worst in H2, 2009, but the rate of change of bad news kept decreasing. So the market had already started increasing when the economy still kept shedding jobs. The economy hit bottom in terms of unemployment in October 2009 when the S&P500 was around ~1100 which was about 57% above the lows in March 2009 and still 33% below the ~1500 market top.

The stock market is a forward looking vehicle. During a recession, in order to look for the bottom, look for the point where the market starts ignoring the bad news.


Reference

Friday, May 22, 2020

Market, economy and the investors

  1. Market in the short term is the rate of change of news - like a popularity contest
  2. Market takes the elevators on the way down and takes the stairs on the way up
  3. The economy may be doing bad, but the market may be doing well. 
  4. Market is forward looking and the economy is current looking
  5. Some job losses may be good for the economy and market, because that may clean up the old economy jobs and the antifragile
  6. Economists may not be great investors
  7. At the bottom of the crisis, any good economist should be able to say all the risks facing the markets and outline why the market may go down
  8. Investing needs a healthy dose of optimism and faith during these tough times
  9. Pessimists might sound smart, but optimists will make money
  10. However, I don't want to imply that being a forever optimist and overlook your risks. Investing is personal and risk is always measured from a frame of reference which is life situation. The answer should be different for everyone. Here is an essay to analyze your mortgage and tail risks

Bulls vs Bears

Psychology of a bear

  1. There is a chance that prices comes down and the bet is that prices will stay down for a long time
  2. Higher probability of buying low because of lower price and larger time
  3. Fear of not being a price taker in a bear market

Psychology of hold

  1. Even if the price goes down, it wont stay down for a long enough duration. So not worth selling
  2. There is a low probability of prices going up in the near term, but if I get out, it may be hard to get back in 

Psychology of a bull

  1. Prices will go up in the short to medium term
  2. The current prices are a bargain factoring in future earnings and revenue growth
  3. Even if there is some short term variance, in the medium term the asset will be worth more and there is no reason in the horizon to liquidate this asset

Investing essays during crisis

Musings of an investor during a crisis

Insurance

  1. Insurance is cheap before the crisis (Gold prices)
  2. Once the crisis is clear, insurance becomes expensive (gold prices shot up)
  3. Insurance is not free. Insurance can be a drag on portfolio performance during good times. Hence asset allocation and rebalancing is important.

Range of outcomes


During this covid crisis, the absolute range of outcomes still says vast

Negative outcome

  1. The reopening of the economy can cause a huge second wave, leading us to close back again. That could be devastating for the economy. The Fed may have prevented a short term collapse, but the medium term uncertainty remains. Also that could lead to much more long lasting permanent damage in the economy. At this point, markets are probably pricing in a lost quarter. The crisis started in America in March when cities started to shut down. Hence, Q1 results were not really hampered. But the lockdown effect will be visible in Q2. Market is hoping that the economy opens up and by Q3, results start trending back to normal and we have a great Q4 like last year. I think that is what is baked into the prices and we have already seen a swift recovery from 35% lows. 
  2. However, if the reopening is hampered by a huge second wave of the virus, the market would start pricing in more than a quarter and up to a year of lost revenue. Things would be interesting when the market starts to price between outcomes like
    1. A quarter of lost revenue
    2. Multiple quarters of lost revenue
    3. Multiple years of continued revenue compression due to more permanent damage caused by a second wave 

Positive outcome

  1. There is a possibility of a vaccine by the end of the year and several companies are already pre-scaling production in anticipating. This would definitely be the fastest vaccine ever
  2. However, if it were to happen, it would be easy to say "long human ingenuity" or this is what you expect to happen if the whole world gets behind one common goal
  3. Don't fight the FED. The Fed has done all that is their in its power to remove tail risks
  4. American capitalism may have changed forever. With the Fed buying high yield bonds, we may be entering an era of Government Sponsored Enterprises. 
Both the positive and the negative outcomes are equally likely. At this point, it remains hard to say which one is more likely vs the other and in what timeline. The FED continues to mitigate tail risks in the short term. 

Sectors impacted 

  1. Travel
  2. Hospitality
  3. Airlines
  4. Cruises
  5. Retail stores
  6. Malls real estates
  7. Oil

Sectors at the risk of contagion

  1. Commercial real estates
  2. Hospital industry
  3. Mortgage banks
  4. Junk Bonds

Commentary on Big Tech

  1. The economy continues to migrate from atoms to bits
  2. Big Tech stock prices indicate that
  3. Silicon valley housing prices still correlated with big basket of tech stocks
  4. User behaviors that would pan out in the next 5 years have been expedited within a span on 2 months
  5. However, more short term revenue may be hit if the more companies get hit (ads could be more vulnerable than cloud revenue followed by retail)

Saturday, March 28, 2020

Coronavirus will expedite Amazonification of the world

Coronavirus is expediting the Amazonification of industries worldwide. Here are the first order effects of shift of usage to Amazon
  • People are staying home instead of visiting malls and ordering essentials on Amazon. This is expedited by the large scale closure of malls and retail complexes. 
  • People are ordering groceries on Whole Foods for home delivery inspite of higher prices compared to their local grocery store. For a lot of families, the grocery budget is moving to Amazon. Given the large scale closure of restaurants worldwide, this will only increase. 
  • People staying home are watching videos on Amazon Prime Video for entertainment purposes. Given Prime membership benefit is already providing so much value, netflix and disney could be a discretionary expense and Prime video could be a necessary essential
  • Businesses going through the sudden demand and revenue shocks will need to rethink their expenses and specially fixed cost expenses. Technology and IT will be a big fixed cost expense waiting to be cut at this point. This will expedite the move to Cloud (AWS is rightly positioned for this) as it provides the value proposition of making this a variable cost - pay as much as you use. If there is no demand, dont pay. This will put Amazon into a strong position with respect to the shift to Cloud. 
  • Audible has made 100s of kids audiobook free. This will expedite adoption and usage of Alexa. Parents at home juggling kids, job and a pandemic will find this great value. 
  • Amazon Care, the healthcare arm of Amazon will work with Bill Gates to delivery Coronavirus tests to homes in the Seattle area. If it works, this could be scaled globally in collaboration with Governments and could put Amazon in prime position to enter healthcare. 
Data points supporting the above trends
All the above viewpoints and facts show that how Amazon has grown in value during these unprecedented times the world is facing through the pandemic. There is the other side of the equation, which shows that malls, commercial real estate could be in dire shape and there could be a lot of bankruptcies.

At the time of this writing, US already has more than 100k coronavirus cases and given the exponential spread, it doesnt look like stopping. In fact, things will get a lot worse, before it gets any better. 

Cheesecake factory, Subway and other major retailers have told their landlords that they cannot pay rent. The restaurant industry has already gone through unprecedented layoffs. Given that the US response to the crisis has been delayed, the closures will last as cases will continue multiplying. This will have cascading effects onto the landlords, malls, commercial real estate players who have these retaurants as renters. There will be cascading bankruptices which will spread through the economy. Malls will find it hard to find replacements during these tough times. Even if the economy were to open up today, people who are seeing widespread deaths in their communities arent going to rush to restaurants/malls anytime soon. 

This will complete the other side of the puzzle and will expedite Amazonification of the world.

Update July 24, 2020 

Putting my Money where my mouth is :



The Intelligent Investor - Book Review

Introduction

  • Obvious growth in physical prospects of a business do not necessarily translate to profits for investors
    • It was easy to forecast that the value of airtraffic would grow spectacularly over the years. But despite the expansion in revenues at a pace far greater than the computer industry, a combination of technological problems and overexpansion in capacity led to disastrous profit figures. 
    • Same happened for Uber in 2015. Even though the rides volume grew massively till 2020, any investment in late 2015 saw negligible gains at the time of IPO. 
  • Experts do not have a dependable way of selecting the most promising companies in the most promising industries
  • The pendulum in stock markets swings from irrational exuberance to unjustifiable pessimism

Investment vs Speculation

  • Investors judge the market price by establishing standards of value
  • Speculators base their standards of value based on the market price
  • The intelligent investor has no interest in being temporarily right. To reach your long term financial goals, you need to be reliably and sustainably right.

The Investor and Inflation

  • As recently as 1973-82, the US went through one of the most painful bursts of inflation. As measured by CPI, prices more than doubled during that period rising at the rate of nearly 9% annually. In 1979, inflation raged at 13.3% paralyzing the economy in what is known as stagflation, and many leading commentators began questioning whether America could lead in the global marketplace.
  • In times of deflation, it is better to be a lender than a borrower, which means that investors should keep atleast a small portion of their investment in bonds, as a form of insurance against deflating prices. 
  • The stock market lost money money in 8 of the 14 years in which inflation exceeded 6% and the average returns of these years was a measly 2.6%. 
  • While mild inflation allows companies to pass on the increased costs of the raw materials to customers, high inflation wreaks havoc forcing customers to slash their purchases and depressing activity through the economy. 
  • Asset classes for inflation protection - REITs and TIPs. 
  • Commentary for 2020 recession : At the time of this writing, REITs may be risky. As we get more clarity into how shallow/deep this recession is going to be, there is a fair chance that commercial REITs may suffer heavy losses as the lockdown extends as the virus will now spread to new hotspots into the heartland of America. 

A century of stock market history




Books I am reading