EMH Trading Club cover
01 A TALK ON MARKET THEORY

The Efficient Market Hypothesis

Why you can't beat the market.

Presenter
Henry Russell
Runtime
~30 minutes
hruss-style · 2026 efficient market hypothesis
EMH Motivation why it matters
02 WHY YOU SHOULD CARE

Before you pick your first stock,
somebody smarter already did.

~0%

of active fund managers underperform the S&P 500 over any 20-year stretch.

0.0%

per year: how much randomly-picked stocks beat the index.

Research Affiliates, monkey simulation
0s

how fast major news is typically priced into a stock.

the efficient market hypothesis
EMHDefinition the core idea
03 THE CLAIM

What EMH actually claims

In an efficient market, asset prices already reflect all available information, so consistently beating the market through stock-picking or market-timing is effectively impossible.

Plain English

The stock you think is undervalued? Thousands of professionals already looked. The price is the answer.

the efficient market hypothesis
EMHMechanism how it works
04 THE MECHANISM

How prices absorb information

News arrives
Earnings report leaks
CEO resigns
Fed raises rates
Drug trial fails
Competitor launches
The price reacts

Thousands of traders react in seconds. Price moves to its new equilibrium almost instantly.

By the time you read the headline on your phone, the price has already moved.

the efficient market hypothesis
EMHOrigin the person
05 ORIGIN

Meet Eugene Fama

Eugene Fama at a chalkboard
1939 Born in Boston
1965 PhD thesis: Random Walks in Stock Prices
1970 Formalizes EMH in a landmark paper
2013 Nobel Prize in Economics

His core question, from day one: can anyone actually predict tomorrow's prices?

the efficient market hypothesis
EMHFramework three levels
06 THREE FORMS

Fama proposed three versions,
each stronger than the last

Weak Past prices tell you nothing about future prices defeats Technical analysis
Semi-strong All public information is already priced in defeats Fundamental analysis
Strong Even insider information is already priced in defeats Everything
the efficient market hypothesis
EMHForm 1 weak form
07 WEAK FORM

Weak form: the past doesn't
predict the future

The claim

You cannot predict tomorrow's price by staring at yesterday's chart.

Any pattern is either random, or already exploited by someone faster than you.

What this kills
Head & shoulders patterns
Moving-average crossovers
RSI, MACD, Bollinger bands
Most of what gets taught on social media
the efficient market hypothesis
EMHForm 2 semi-strong
08 SEMI-STRONG FORM

Semi-strong: public info
is already priced in

The claim

Reading Apple's annual report won't help you. Everyone has read it.

Earnings, news, analyst reports: the second it's public, it's in the price.

What this kills
Fundamental stock-picking
Trading on earnings reports
Value investing (arguably)
Most of Wall Street's day job
the efficient market hypothesis
EMHForm 3 strong form
09 STRONG FORM

Strong form: even insider
info wouldn't help

The claim

The CEO, the auditor, and the janitor: all already priced in.

The most extreme version. Fama himself doesn't fully defend this one.

Probably false

Insiders consistently outperform. That's why trading on inside info is a crime, it actually works.

the efficient market hypothesis
EMHTheory random walk
10 THE RANDOM WALK

Tomorrow's price is a coin flip
away from today's

price → time →
generated from a random number generator

Each step is independent of the last. Try to spot a pattern;  there isn't one.

the efficient market hypothesis
EMHEvidence For index funds
11 EVIDENCE FOR

The index fund boxes
pro stock-pickers

Over any 20-year period, roughly 90% of actively-managed funds fail to beat a dumb index fund, after fees.

Source: S&P SPIVA reports, 2000–2024.

S&P 500 index 100%
Avg. active fund 88%
After fees 72%
the efficient market hypothesis
EMHEvidence For speed of information
12 EVIDENCE FOR

News becomes price, in seconds

Typical reaction time · major earnings
     T = 0s

Earnings drop

     T + 2s

Algorithms react

      T + 30s

Hedge funds positioned

     T + 5 min

You see the headline

Your "edge" from reading the news is effectively zero.

the efficient market hypothesis
EMHEvidence Against cracks in the theory
13 EVIDENCE AGAINST

Except… these anomalies
keep showing up

January effect
Small-cap stocks historically rise in January.
Momentum
Winners keep winning, losers keep losing (3–12 months).
Value premium
Cheap stocks (low P/E) outperform glamour stocks.
Post-earnings drift
Prices keep moving weeks after earnings news.
Size effect
Small companies outperform large ones over decades.
Monday effect
Returns on Mondays are historically worse.
patterns that shouldn't exist if markets were perfectly efficient
the efficient market hypothesis
EMHEvidence Against bubbles
14 EVIDENCE AGAINST

Bubbles are hard to square
with efficient pricing

1637 Tulip mania A single tulip bulb cost as much as a house.
1999 Dot-com Pets.com IPOs, peaks, and collapses in nine months.
2008 U.S. housing Triple-A mortgages worth pennies on the dollar.
2021 Meme stocks GameStop up 2,400% in weeks on zero new fundamentals.
efficient markets aren't clairvoyant markets — Fama defenders
the efficient market hypothesis
EMHCritique behavioral finance
15 THE CRITIQUE

Behavioral finance:
are markets rational, too?

Individual biases
Herding
We buy what everyone else is buying, not what's cheap.
Loss aversion
Losing $100 hurts about twice as much as gaining $100.
Overconfidence
80% of drivers think they're above average. Same for traders.
Anchoring
We fixate on the price we paid, not what it's worth.
The nuance

EMH does not require every individual to be rational.

It only needs the market in aggregate to price things correctly; arbitrageurs correct the mistakes of irrational traders.

do these biases survive aggregation, or get arbitraged away?
the efficient market hypothesis
EMHCase Study gamestop 2021
16 CASE STUDY

GameStop, January 2021

+0%
$17 → $483 in 18 trading days

A dying brick-and-mortar video game store. No new products. No new revenue. No change in fundamentals.

A Reddit forum coordinated. Retail traders overwhelmed hedge funds. Melvin Capital lost $6.8B.

Hard to argue prices reflected rational valuation of future cash flows.

the efficient market hypothesis
EMHVerdict where we land
17 WHERE WE LAND

The verdict: partially efficient

Weak form
Mostly true
Technical analysis has essentially no reliable edge.
Semi-strong
Mostly true
Public info gets priced in fast, but not always perfectly.
Strong form
False
Insiders consistently outperform. The SEC exists for a reason.

Markets aren't perfectly efficient, but they're efficient enough that consistently beating them is one of the hardest jobs on earth.

the efficient market hypothesis
EMHApplication for this club
18 FOR THIS CLUB

What EMH means for
a high school trading club

The humbling truth

You are competing against Stanford PhDs with $50M/year in compute, direct lines to exchanges, and 25 years of experience.

On a short-term stock-picking basis, you will lose.

The liberating truth

You don't have to beat the market. Just owning it for 40 years outperforms 90% of professionals.

Compounding is the only free lunch on Wall Street.

the efficient market hypothesis
EMHTakeaways three rules
19 THREE RULES

Three rules to trade by

I.
Assume the market knows more than you.
If a trade seems obviously good, ask why the person on the other side disagrees.
II.
Pay attention to fees, not forecasts.
A 1% annual fee costs you ~28% of your lifetime returns. Real, and controllable.
III.
Time in the market beats timing the market.
Missing the 10 best days of each decade cuts your returns in half. Nobody knows which days those are.
the efficient market hypothesis
EMHEnd fin

Questions?

Or rebuttals, or confessions of being a closet index-fund investor.

Further reading
A Random Walk Down Wall Street
Burton Malkiel
Watch
The Big Short
Adam McKay, 2015
Next meeting
Portfolio construction
bring your picks