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Preface
As
indicated by the title, the Investment
Analysis section of this website focuses on the analysis
of investments, not rational speculations.
As defined in the Philosophy section,
rational
speculations are short-term profit opportunities
that often turn on one or two isolated factors and entail
very different analysis and reaction time than investments
as defined herein. For examples of these more
transient
opportunities, look to the Trade
Archive section. The trades there highlight
the narrower, more transient nature of rational
speculations.
Recognizing Rigorous Analysis
Because
it is the bedrock of intelligent investing, the analysis
of value is critical to the investment process. Talent
for forecasting probable outcomes is useless without
reliable underlying financial projections to
begin with. Doing
one's own valuation is also critical because authentic
confidence is impossible without it. No investor can have
the courage of someone else's convictions. And
to have faith in one's own valuation it must be grounded
in actual analysis, not superficial opinion. It's
about numbers, not vague notions.
Each
investment is unique, so it might seem improbable
that a uniform approach would be applicable to
all situations, but what we're promoting is more akin to
a discipline than a method. The analysis will of
course vary from one investment to the next, but if the
rigor is present it always shines through. Ultimately,
we take the same position on robust analysis as Justice
Potter Stewart did on pornography - we might not be able to
define it, but we always know it when we see it.
In
gauging my understanding of a potential investment
- particularly when it comes to the purchase of securities
as a long-term investment - the first question
I ask myself is how many hours I have dedicated to analyzing
the situation. Generally speaking, if I haven't spent at least
30
hours analyzing the company's and competitors' financials,
industry, etc., I am certain that my grasp is
inadequate.
Particularly with respect to long-term investments, if you
haven't
spent at least 30 hours analyzing
the company, its industry and competitors,
your understanding doesn't even qualify as superficial.
Some might assert that
spending 30 hours (or more) analyzing an investment simply isn't
practical. The usual protest is "I don't have that
kind of time." But the question of whether one has
the time to conduct an adequate analysis is ultimately irrelevant to
the amount of time required. In my
opinion, it is simply objectively impossible to have
virtually anything relevant to say about a given investment
scenario without expending a significant amount of time. I
personally read corporate reports and generate spreadsheets
and projections as fast as anyone I know, and I take a lot
longer than 30 hours just to develop a basic familiarity.
Reading 5 years' worth of filings and creating spreadsheets
based thereon will alone consume the lion's share of 2 days.
The
30-hour landmark may seem arbitrary, and to some degree
it is - why not 29 or 37? The point
is that, as a solitary intellectual exercise, investing
requires that we police and critique our own mental
processes very rigorously. If the average individual's
natural subjectivity leaves them particularly ill-equipped
to judge the quality of their own analysis, objective
benchmarks impose an external accountability that keeps
their natural overconfidence in check. However
inclined to self-deception, the investor cannot evade the
most basic of questions: Why could I possibly understand
this investment so well if I have spent so little time on
it?
We have all unfortunately read
about how Warren Buffett has made multi-billion-dollar
investment decisions in the space of minutes. The
reason this is unfortunate is because those articles
inevitably fail to highlight that Mr. Buffett is able to
make such "snap decisions" because he has spent tens of
thousands of hours analyzing swuch businesses and
investments. Anything but seat of the pants, those
decisions are the culmination of decades of knowledge and
practice.
Unless
you're Warren Buffett, the investment of time isn't optional;
when you're running a focused portfolio with sizable
positions,
you have to
invest the effort.
Truth to tell, for most of the full positions I've held,
I've typically expended a minimum of 150 hours
of work. Because without the proper amount of dedicated research
and resulting knowledge, running
a portfolio of concentrated positions is suicidal.
Most managers run overly-diversified
portfolios precisely because they're trying to diversify their way out
of the danger that they know their ignorance
about their individual positions inevitably creates.
They're rightfully afraid of how little they know.
Don't own
what you don't know.
The Monograph Approach
The
hard-copy culmination of all of my investment analysis takes the
form of what I refer to as a monograph. Merriam-Webster
defines a monograph as "a learned treatise on a
small area of learning; also: a written
account of a single thing." Practically speaking,
as one check on the soundness of my own analysis, I force
myself to assemble that analysis into a coherent narrative containing
everything I need to know about the industry, the company,
the competition, the financials, and everything else
that's relevant. These monographs can run more
than 50 pages, but they're extremely useful in gauging
the rigor of
one's investment thesis because all of the pertinent information
is immediately at hand, and - here's the important part
- if it doesn't make sense as
a narrative, it won't as an investment, either.
The
discipline of actually putting one's analysis to print
and reducing it to a coherent argument forces
the analytical flaws to the surface. Balancing
all of the information and analysis in one's head leaves
enormous room for error, but when the reasons are laid out in written form, there's no
place to hide. Unfounded assumptions assume an
almost glaring quality.
Be
able to explain what's driving the creation of value
(or destroying it).
In
addition to the basic financial analysis of a company,
the monograph forces one to have a very clear conception
of what is driving the creation of value. There's
a term in investing called a "value trap" which
is used to describe a company that seems inexpensive
compared to similar assets but for some reason never
appreciates in price. A
company can be a "good value" but never rise
in value because even if the assets are inexpensive,
there's no additional value being created in the business.
Summarize
the key issues and isolate the catalysts.
Even
if the investor feels she has a clear grasp of the value
of the assets as well as what it is in the business model
that's driving the creation of value, there has to be
a reason for the share price to rise. In
the process of isolating the defining characteristics
of the business and what drives value creation, I always construct a Decision
Matrix. The table below comprises the partial
decision matrix for an actual investment.
The
table above is incomplete, but it effectively conveys
what the end product should look like. The goal
is to isolate all of the important issues and define
the positive and negative aspects attached to each. Taking
all of that analysis into account and reducing it to
a binary decision is an imperfect calculus,
but by at least going through the process, the odds of losing
money for lack of careful analysis. There
are always reasons why one's judgment might be less than
perfect, but there's never an excuse for sloppy analysis.
Identifying an "Attractive" Investment
What
makes an investment "attractive"? For
the answer to that question we turn to Linda Evangelista,
supermodel of the 80s, who understood value investing
better than 90% of the portfolio managers out there. She
once famously stated, "I don't get out of bed for less
than $10,000 dollars." Just like Warren Buffet
and all the other truly great investors cited herein,
Ms. Evangelista never took action unless the opportunity
was truly worth it - and in deciding what was worth her
time, she set the bar very high.
What
defines attractive when it comes to financial assets?
It's difficult to generalize, not only because every
investment is unique, but also because what is "attractive"
is very much a function of the risk required to attain it.
Anyone can achieve great
returns by assuming great risk; that's just blind gambling.
The intelligent investor seeks out circumstances where the
investment return is much greater than the risk entailed in
capturing it. This means that not only is the
financial upside much greater than the downside, but the
likelihood of that upside/downside calculus being wrong
is extremely low. When investing, we first win
by not losing.
In many respects a great
investment is susceptible to the same analogy we drew
between great analysis and pornography as defined by Justice
Stewart: It might be hard to define, but you know it when
you see it.
In practical terms, I have
very rarely pursued an equity investment that didn't offer
an upside/downside ratio of at least 3 to 1 ("3:1"). A
50/50 risk/reward is pointless - any fool can flip a coin -
and 2:1 isn't much better. But when there's a minimum
3:1 upside opportunity that appears highly probable, at that
point it's at least starting to get interesting.
With equity investments,
capturing the upside is of course frequently a matter of the
share price appreciating over time, both to close the
discount between the purchase price and their intrinsic
worth at the time of purchase, and to reflect the increase
in the value of the business since time of purchase.
Identifying such opportunities typically entails:
1. Analyzing
the business and financial performance of the company
and its competitors;
2. Forecasting
the financial performance of the company;
3. Assigning
a present value to that performance; and
4. Comparing
that calculated value to the actual value the company
is assigned in the
market.
It's
an involved process, but not as difficult as it sounds. Beyond
understanding what it is that the company actually does,
there are a handful of accounting items that provide
critical guidance.
The Valuation Exercise
The
above discussion and decision matrix illustrate how the
important issues are effectively organized and weighed,
but we still haven't addressed the mechanics of
translating financial performance into valuation.
The key to valuation, like investing, is to think like an
owner. Although the shares purchased comprise only a
small piece of the company, the price the investor pays
should be the same whether she is purchasing 1% or 100% of
the company (disregarding certain factors such as the
control premium, which are largely irrelevant to the
current point). When an investor decides to buy an
entire company, this is typically referred to a "taking the
company private," which is why the price that investor was
willing to pay is referred to as the private market
value (PMV).
When an entire company is taken private, the purchaser not
only
buys all of the equity, but also assumes responsibility
for all of the
debt. When the company
is purchased from the owners (the stock holders), the debt holders
typically have the right to be paid in full; this
"change of control provision" protects the lenders in the
event that they would prefer not to lend to the new owners.
In practice the debt very often remains in place, although
the terms may be altered.
| Company
X |
Amount |
Price |
Cost |
| Equity
(Shares) |
1,000,000
shares outstanding |
$10
per share |
$10,000,000
(total
market capitalization) |
| Debt
(Bonds) |
$1,000,000
face value |
$1,000,000
total |
$1,000,000 |
| Cash |
$500,000 |
$500,000 |
$500,000 |
|
|
Total |
$10,500,000 |
Every
corporate balance sheet is comprised of 3 components:
Assets, liabilities, and owners' equity. Equity
is on the liability side of the balance sheet because
it represents money raised by selling stock to the public. Thus,
the purchaser of the company takes rightful ownership
of whatever assets are present - in this case $500,000
in cash - but is responsible for whatever liabilities exist in
the form of owner's equity and debt. Thus, the
cost of the company = Liabilities (debt + equity) -
Assets, or in this case, $10.5 mil.
We
have calculated the cost of the company in this instance
based on the assumption that the underlying financial
performance justifies paying $10 per share, or $10.5
mil. total. To adequately understand that performance,
we have to look at some basic financial items: Revenue,
net income, cash flow and free cash flow.
The
definitions of revenue, net income, cash flow and free
cash flow can become complicated based on the
type of company being analyzed and such issues as revenue
recognition, non-cash charges, etc. But this website is dedicated
to a discussion of investing, not accounting, so our
focus will remain on the basics.
Keep in mind
that much of what the investor is analyzing is accounting
artifice, not "real" in any practical sense. And
as an investor thinking like an owner, you ultimately
want to know how much cash you could literally take home in
your pocket and have the company still maintain healthy
performance.
Understand
the difference between accounting and cash.
Excluding
instances of fraud, cash very seldom misleads.
Revenue
Revenue
is an easy enough concept to understand; it's the money
the company makes before anything else is deducted. It's "sales." Revenue
sits at the top of the income statement.
Net
Income
At
the bottom of the income statement is net income;
this is what remains after all other items required to
generate the revenue are deducted. Some of these
items are cash expenses - cash going out the door, such
as employee wages. But some are not. One
example is "depreciation", which isn't actually
paid by the company in cash, but represents the loss
in value of (for example) equipment that the company
owns. Another major non-cash expense is amortization, which is similar to depreciation.
Thus,
net income is an important indication of what is actually
left over when all of the costs, cash and non-cash, are
deducted from revenue. But notice that it's a creature
of accounting - cash is real, but net income is
not, and much of what distinguishes the two is a judgment call. The
owner of a business logically wants to deduct each year
some amount representing the loss in value of his equipment. All
equipment wears out, and if a given machine has a useful
life of 10 years, the logical thing to do would be to
plan for the end of that useful life by setting aside
enough each year so that when the machine has to be replaced,
there are the resources available.
Let's
say the machine in question does have a useful life of
10 years, and that each year 1/10th of the value of that
machine is deducted. After 5 years, half of the
value has been deducted. But imagine that at the beginning
of the 6th year it is discovered that the owner of the
company is a little shifty, and that the useful life
of the machine - a major expense for the company - was
only about 5 years. What has happened? Because
depreciation is deducted in the calculation of net
income, and the depreciation figure was too small, net
income was inflated and inaccurate. It was misleading.
Should
the investor ignore net income, because it is so vulnerable
to manipulation? No. The answer, as with
most issues regarding investing, is simply to do more
work. Be certain to understand every item that
comes between revenue and net income. If they don't
pass the common sense test, there's probably something
amiss.
Cash
Flow
As
mentioned above, this website is dedicated to investing,
not accounting. Cash flow can be a complicated
calculation, but there's a conceptual short-cut that
one can use during the first stage of analysis that can
be helpful.
If
net income is an accounting number that's not "real" in
terms of actual cash, how does one translate net income
into cash flow? If net income includes both cash
and non-cash deductions from revenue, the answer is to
add back the non-cash items deducted from
revenue until all that remains are the deductions that
comprised actual cash going out the door. Generally
speaking, adding back depreciation and amortization
of goodwill is a reasonable proxy for cash flow. It's
not entirely reliable, but it's a good place to start
as one gets down to the real work of creating full income
and cash flow statements and balance sheets.
Net
Income + Depreciation + Amortization = Cash Flow
Again,
you're thinking like an owner, and if you own
a business - it could be a carwash down the street - your
most important concern is how much cash you can take home at
the end of the year and still maintain the business.
Free
Cash Flow
How
much cash the owner of a business can safely take out
of a business is determined in part by how much capital
(money) is required to maintain that business, thus maintaining
those cash flows. Cash flow may describe how much
cash the business is generating, but free cash flow is
the number that indicates how much cash can safely be
extracted from it. It is calculated by
subtracting from cash flow the amount
of cash required to maintain the business (a.k.a., the
"maintenance capital expenditure").
Net Income + Depreciation + Amortization - Maintenance
Capital Expenditure
= Free Cash Flow
A
capital expenditure is an investment by the company in
the assets required to run that business. Maintenance
capital expenditure is calculated by comparing what the
business has historically required in capital investment to how those capital
needs might fluctuate in the future, and then choosing a number for
maintenance "cap ex" that has an adequate margin
of error.
Free
Cash Flow is the Key.
Why
is free cash flow an important concept? Because
analysts and money managers can talk night and day about
how "cheap" a company is on the basis of price-to-earnings,
price-to-sales, etc., and how based on those multiples
a company is a "real bargain" compared
to the multiples that competitors are selling for, but cash
never lies, and it's the most transparent means for
assessing whether a business is truly a good investment. It's
no accident that free cash flow is also a key metric
that any private market purchaser is going to focus on.
Unlike the purchaser of publicly-traded shares, the buyer of
the entire company cannot rely on the froth and indiscretion
of the stock market to bail him out if he overpaid.
Free
Cash Flow Yield
Without
knowing anything about investing, the average individual
knows that getting 1% interest on their savings account
is much less attractive than 18%. Using free cash
flow to calculate the return on a potential investment
enables the investor to measure and rank different
investments uniformly.
Again,
if you're buying stock in a company, the proper mindset
is to imagine you're buying the entire company. Consider a stable company
in a good, established industry niche which could be
purchased in its entirety for $100 mil.
If
that business is generating free cash flow ("FCF")
of $1 mil. per year, that would be a return of only 1%
on your investment ($1 mil. in FCF divided by the $100
mil. total purchase price). However, if that business
were generating $20 mil. in FCF per year, that would be
a 20% FCF yield. Thus, one could take $20 mil.
home each year in return for that $100 mil. investment,
effectively earning back the entire investment in 5 years
and thereafter earning a magnificent return with none of
their original
capital at risk.
Not
every investment opportunity will offer that kind of
FCF yield, but by the same token you don't have to
invest in every opportunity, either. You can
let 500 opportunities drift by before you decide to act. Just
like Warren Buffet or Linda Evangelista (imagine their
offspring!), don't bother
doing anything until the opportunity is genuinely too
good to pass up. And FCF is a great indicator of
what is attractive because regardless of what
some price/earnings, price/sales, relative analysis might
indicate, the investor always knows what's attractive
based on FCF.
Present
Value and Net Present Value
FCF
has a great common-sense appeal to it, and if one's analysis
is truly first-rate and the FCF on an annual basis is
very attractive, very often one can safely stop there. If
I can make $20 mil. annual cash return on a $100 mil.
investment with a very high level of confidence, what
more do I need to know?
There's
another dimension to the analysis that is revealed in
the following question: What are those cash flows worth today? This
is the issue addressed by present value, or "PV" for
short.
Calculating
present value is most easily understood as compounding
in reverse. Interest on savings compounds to
a larger value in the future, and one can estimate that
sum by calculating the interest and ever increasing principal
going forward. In the same fashion a future amount, arrived
at via financial forecasting, can be "discounted" back
utilizing a "discount rate" - it's just like
compounding, but backwards. Discounting effectively
removes the element of time from the investing
decision, so the amount one is investing today can be
compared with the future cash flows presented in today's
dollars (i.e., discounted today).
Obviously
the key decision in discounting is what rate is chosen
as the discount rate. One simple approach is to
look at the return one could earn in other available
investment opportunities and utilize that as the discount
rate. For example, if one has no concerns about
inflation and can invest in a bond paying 10%, the argument
could be made that the discount rate should be at least
10%.
Once
the discount rate has been selected, there are "present
value tables" that provide the present value interest
factors for calculating the PV of a given set of future
cash flows. It is by referencing one of these tables
that one discounts the future sums as shown below. Note
that all of this is also very easily automated by using
the NPV function provided in the Microsoft Excel spreadsheet program.
| Discount
Rate |
10% |
|
|
|
|
| |
|
|
|
|
|
| Year |
1 |
2 |
3 |
4 |
5 |
| Free
Cash Flow |
$20
mil. |
$20
mil. |
$20
mil. |
$20
mil. |
$20
mil. |
| PV
Interest Factor |
.9091 |
.8264 |
.7513 |
.6830 |
.6209 |
| PV
Of Future FCF |
18.2
mil. |
16.5
mil. |
15.0
mil. |
13.7
mil. |
12.4
mil. |
| Total
PV of Future FCF, Discounted at 10% |
$75.8
mil. |
The
above illustrates that the next 5 years' free cash flow
is worth - discounted to today's dollars at a discount
rate of 10% - approx. $76 mil. That is, at
a discount rate of 10% the above cash flows are worth
$76 mil.
Now
that the PV has been calculated, that number must be
subtracted from the investment itself to arrive at the
Net Present Value ("NPV").
NPV
= Discounted Value of Future Cash Flows - Current
Cost
(the
present value of future cash flows)
$76
mil. minus $100 mil. is negative $24 mil. If the
NPV of the future cash flows after discounting is lower
than the current cost, there's no point in making the
investment, is there? The answer to that question
is generally yes, but there is one piece missing from
the above breakdown: What is the value after year 5? This
great company doesn't cease to exist after year 5, and
may very well be worth more than the $100 mil. investors paid
for it.
Continuing
Value
There
are two aspects to this issue which are somewhat related:
What is the value of the cash flows after year 5, and
what could the business sell for after year 5, given
the above cash flows and all other factors? Those
questions are related because the value of the business
is anchored in its cash flow-producing qualities, but
the future cash flows don't comprise the entirety of its
future value. Merging the two issues, the question
becomes: What is the continuing value ("CV")
of the company?
NPV
+ CV = Total Value of Company
The
task of forecasting future cash flows is tricky business. One can
argue that accurately forecasting the next 3
years would be difficult enough, but extending the
effort 5 years into the future is
absurd. On the other hand, one can also
argue that the company is being "purchased" to
begin with because its financial performance is inherently
stable and predictable. But even if that's the
case, how far beyond 5 years makes sense before the
calculation becomes unreliable to the point of being
useless?
In
calculating continuing value the investor is
surrendering
to necessity. The company and cash flows have
to be worth something in the future - even if one
can't assert with 100% certainty that the company will
even exist in 6 years, it has to be assumed.
A
popular method for estimating the continuing value of
a company is a formula that assumes free cash flow growth
in perpetuity. The formula arrives at a CV by taking
the FCF for the first year after the forecasted
period ("FCF T+1") and divides it
by the difference of the company's Weighted Average Cost
of Capital ("WACC", which is the return it
must pay to borrow money from the public in the form
of debt, stock, or both), minus the expected growth rate
of the free cash flow in the future ("g"),
or:
Continuing
Value = FCF T+1 / (
WACC - g)
Assuming
the company's FCF in year 6 would be $20 mil., but that
FCF would grow by 4% thereafter and that the company
could issue debt at 8% (which we'll use as a proxy for
WACC, which also takes into account the expense of issuing
equity), we have:
Continuing
Value = $20 mil. / (
8% - 4%)
= 20 / (
4%)
= 20 / (.04)
= $500
mil.
Thus,
according to the free-cash-flow-in-perpetuity formula,
the company has a continuing value of $500 mil. Add
that to the NPV of $76 mil., and the company's total value
is $576 mil.
NPV
+ CV = Total Value of Company
$576
mil. seems like a huge number, and it is, but perpetuity
is a long time. Would buying an asset worth $576
mil. for $100 mil. seem like a bargain? Absolutely. Is
it unusual for the stock of a company to increase five
fold? Yes, but it happens more frequently than
one might suspect. The value of even moderately
compounding cash flow growth should not be underestimated.
The
Dutch bought the island of Manhattan from the native
inhabitants for $24 worth of beads in 1624. If
$10 trillion would buy all of Manhattan today (by the
way, that's the GDP of the entire U.S.), that means
that the original $24 earned an annual compounded return
of only approximately 7.5%. An asset only has to
exhibit moderate growth over an extended period for
it to be worth an amount so gigantic the mind struggles
to comprehend it.
In Summation
The
rudimentary process above doesn't constitute much. There's
an ocean of information left to the intricacies of
accounting, financial forecasting, business analysis,
etc. Inasmuch as investment
analysis is a very ad hoc business and can be quite
complicated, thorough analysis is nonetheless possible
with inexpensive, easily accessed resources. Consider
the process above a modest framework for that effort.
Although
it doesn't require repeating, success is much more
function of doing rigorous research than anything else. Understanding
what constitutes genuinely careful analysis, as well
as how to weave one's way through the most basic aspects
of business and financial analysis, can carry the investor
very far.
By way of example, Enron
was a magnificent fraud - and fraud by definition entails
deliberate deception. However, it didn't take
much inspection of the books to confirm that Enron
was cash flow negative for 9 of the 10 trailing
years. If a company is cash flow negative, that
means that it is utterly dependent upon outside sources of
cash in order to stay in business. Now, is a company
being investigated for fraud likely to be able to raise
outside money by borrowing from banks or selling stocks
(or bonds) to investors
once it is suggested that the company may have engaged in fraud? The answer is very probably not. Thus,
even if no one could have imagined the ultimate depth
of the fraudulent activities at Enron, in reality it
wasn't very difficult to see that owning Enron stock
was a bad idea once they ran into difficulties.
People bought the shares anyway.
There
are myriad mistakes that can be made in the process of
investment analysis, which is the best reason for
attempting it. Because
absent careful research, mistakes are all but guaranteed. As the great poet Rainer Maria Rilke once
said, "Trust in what is difficult."
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