DISCIPLINE Β· INSIGHT Β· LONG-TERM IMPACT

Investing
A Brighter
Tomorrow

A student-run investment fund combining rigorous analysis, innovative thinking and a long-term perspective.

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See how your investment could grow with our portfolio based on historical performance.

€
Based on a historical annual performance of +8.52% for our portfolio.
+8.52%
Annual Performance
(20-year out-of-sample)
5
Analysts
100%
Student-led
0.51
Sharpe Ratio

"Better analysis.
A brighter tomorrow."

SAMCO PARTNERS

Rigorous Analysis

Data-driven investment decisions

Long-Term Vision

A sustainable and consistent approach

Student-Led

Passionate and multidisciplinary

Positive Impact

A focus on real-world value

OUR FUND

A diversified portfolio, built for the long term.

SAMCO Partners is a student-run investment fund, designed to generate sustainable performance while fostering a deeper understanding of the financial markets. Our Conditional Small Value strategy combines Fama-French factor research with a systematic timing signal to capture the value premium when conditions are favourable.

"Disciplined investing today for a brighter tomorrow."

SAMCO PARTNERS
OUR PORTFOLIO

Our Portfolio

A factor-based ETF allocation, built on Fama-French research and a systematic value-timing signal.

8.52%
Annual Performance
20-year out-of-sample
5
ETF Positions
Small Value mode active
3
Factor Pillars
Size Β· Value Β· Timing
24
ETF Universe
5 asset classes

Current Allocation

Small Value

Holdings

ETFWeightExposure
IWMRussell 2000
20%
Broad small cap
IJSS&P 600 Value
20%
Pure small value
IJTS&P 600 Growth
20%
Small-cap
MDYS&P MidCap 400
20%
Mid-cap bridge
XLEEnergy Select
20%
Deep value

Portfolio Performance

SAMCO P3 (+392%) S&P 1500 (+428%)
OUR FACTOR PILLARS

Three drivers
of our returns.

Size (SMB)

We target small-capitalisation stocks, which have historically earned a premium over large caps.

Value (HML)

We favour cheap, high book-to-market stocks β€” the value premium documented by Fama & French.

Timing (HML signal)

Trailing 12-month HML tells us when to deploy the factor β€” and when to fall back to diversification.

PERFORMANCE

Out-of-sample results

January 2007 – June 2026 Β· 234 months Β· Benchmark: S&P 1500 Composite
Growth of an index based at 100 in December 2006.

Full metrics

MetricP1 CAPMP2 ForesightP3 SV Cond.P4 Equal WtS&P 1500
Annual return7.68%11.47%8.52%6.95%8.90%
Volatility19.79%16.61%15.35%12.90%15.68%
Sharpe ratio0.400.650.510.470.53
Skewness-0.50-0.27-0.28-0.65-0.58
Kurtosis2.844.702.031.961.15
Tracking error7.93%11.82%6.18%4.30%β€”
Treynor ratio0.06730.13830.08690.07530.0826
Jensen's alpha-1.78%4.33%0.39%-0.58%0.00%
Information ratio-0.050.21-0.07-0.520.00
Beta (market)1.170.780.900.801.00
Worst month-24.67%-24.67%-15.49%-15.49%-17.46%
Best month19.75%19.75%17.55%10.80%12.76%
$1 invested$4.24$8.31$4.92$3.71$5.28
Ξ² RMRF (FF5)1.0510.6780.8350.7770.996
Ξ² SMB (FF5)0.3820.4290.2380.100-0.057
Ξ² HML (FF5)0.3190.2450.1770.0580.036
Ξ² RMW (FF5)-0.0280.1890.0620.1230.052
Ξ² CMA (FF5)0.033-0.0670.1000.0790.023
Alpha FF5 (ann.)-2.32%3.75%-0.60%-2.18%-2.11%
RΒ² (FF5)95.0%64.2%90.1%95.7%99.8%

Sub-period analysis

Annualized return by market regime β€” P3 vs S&P 1500.

Crisis 2008-09
-5.15%
S&P: -12.31%
Recovery 2010-13
+15.68%
S&P: +13.92%
Bull 2014-19
+6.19%
S&P: +9.52%
Covid 2020-21
+14.95%
S&P: +21.11%
Rates+AI 2022-26
+9.63%
S&P: +10.28%
CASE STUDIES

How the signal behaves around a market cycle

Three episodes where the regime rule was tested: a crash followed by a value-led rebound, a rebound the signal deliberately sat out, and a rate shock. All figures are the actual out-of-sample monthly returns.

REBOUND CAPTURED

Global Financial Crisis β€” 2008 to 2010

Defensive through the crash, offensive through the recovery.

125%
of the 2009 rebound captured
Jan – Dec 2008
Equal Weight
Trailing HML at βˆ’16.84% going into 2008. The rule puts the portfolio in its diversified mode, with bonds and gold carrying their full 4.17% weights.
P3 βˆ’28.5%vsS&P 1500 βˆ’38.2%
+9.7 pts of protection
December 2008
Signal flips
Trailing 12-month HML turns positive at +2.86%. Value has started paying again β€” the rule switches the 2009 allocation to Small Value.
IWM Β· IJS Β· IJT Β· MDY Β· XLF
20% each
Mar – Dec 2009
Small Value
Small caps and financials lead the recovery off the March low. The portfolio is fully exposed to exactly the factor that rebounds hardest.
P3 +66.3%vsS&P 1500 +52.8%
+13.5 pts of excess return
Full cycle, January 2008 to December 2010: the strategy finishes the three years at +3.8% β€” back above its starting value β€” while the S&P 1500 is still βˆ’12.2% below it. The gap comes from doing two different things at two different moments, both dictated by the same rule.
REBOUND SAT OUT

Covid β€” 2020 to 2021

The signal stayed defensive, and it cost relative performance.

Crash (Feb–Mar 20)βˆ’18.9% vs βˆ’20.6%
Rebound (Apr 20–Dec 21)+63.3% vs +85.6%
Capture ratio74%

Trailing HML was βˆ’7.9% then βˆ’34.9% β€” its worst reading in the whole sample. The rule kept the portfolio in Equal Weight, so it never took the small-value bet into a rally led by mega-cap growth. The signal was not wrong about the factor: value genuinely did not pay. Staying neutral is what the discipline costs, and what it is for.

VALUE REBOUND

Rate shock β€” 2022 to 2023

Value came back, and the portfolio was already positioned.

2022 (down year)βˆ’5.3% vs βˆ’19.1%
Two years combined+5.1% vs βˆ’0.2%
Excess return+5.3 pts

HML entered 2022 at +21.4%, so Small Value mode was already active when rates rose. Energy β€” the deepest value exposure in the eligible set β€” carried the portfolio through a year the benchmark lost nearly a fifth of its value.

WHAT THE THREE CASES SHOW

The rule does not predict rebounds. It reads whether the value premium is currently being paid, and positions accordingly. In 2009 and 2022 that put the portfolio on the right side of the move. In 2020 it kept it on the sidelines of a growth-led rally. Same rule, three different outcomes β€” which is precisely the cyclicality the strategy is built around.

"Better decisions today for a brighter tomorrow."

SAMCO PARTNERS
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Your Investment

€
€

Projected Value of Your Investment

SAMCO Portfolio (+8.52%/year) S&P 1500 Benchmark (+8.90%/year)
β€”
Estimated value
β€”
Total gain
β€”
Annual return (avg.)
β€”
Multiple on invested capital
Figures replay the actual 2007–2026 out-of-sample back-test. Past performance is not a reliable indicator of future results.
INVEST WITH PURPOSE

A long-term approach
for lasting impact.

Data-driven

Based on 36-month rolling Fama-French regressions and 234 months of out-of-sample testing.

Transparent

Every assumption, weight and metric is documented and reproducible in our Excel workbook.

Systematic

No discretionary calls. The HML signal decides the regime, every year, without exception.

"Ideas become impact when driven by the right people."

SAMCO PARTNERS
OUR TEAM

A multidisciplinary team

Different backgrounds, a shared ambition: using finance as a lever for a brighter tomorrow.

AD

Alexandre DAURE

Portfolio Strategy
  • Investment universe & strategy design
  • Portfolio construction
  • Investment thesis and final recommendation
inConnect on LinkedIn
MD

Maxence DELFORGE

Quantitative Research
  • Fama-French factor analysis
  • Back-testing & statistical analysis
  • Signal construction
inConnect on LinkedIn
OC

Ornella COFFIE

Risk & Performance
  • Risk and reward analysis
  • Performance attribution
  • Benchmarking, robustness checks
inConnect on LinkedIn
SV

Sacha VILLARD

Data & Implementation
  • Bloomberg data collection and processing
  • Portfolio implementation and rebalancing logic
  • Analytical tools and workflow development
inConnect on LinkedIn
CE

Clement ESCAMEZ

Analysis & Presentation
  • Market and macro context
  • Synthesis of key findings
  • Presentation and investment committee materials
inConnect on LinkedIn
OUR STRENGTH

Complementary skills
for a common vision.

We combine rigorous analysis, innovative thinking and a long-term perspective to build a high-performing and responsible portfolio.

5
Team members
Diverse backgrounds, one shared ambition.
100%
Student-led
Driven by curiosity and excellence.
1
Common goal
A brighter tomorrow through finance.
JOIN OUR JOURNEY

Ideas today,
impact tomorrow.

ABOUT US

A Systematic
Approach to Investing

SAMCO Partners is a student-run investment fund that combines rigorous factor research, a disciplined timing rule and a long-term perspective to build a transparent, rules-based portfolio.

Rigorous Analysis

Fama-French 5-factor regressions on 36-month rolling windows.

Long-Term Vision

20 years of out-of-sample testing, annual rebalancing, no look-ahead.

Full Transparency

Every weight, formula and metric is reproducible in our workbook.

DISCIPLINE
INSIGHT
LONG-TERM IMPACT
SAMCOPARTNERS

"Investing is a lever for a better tomorrow."

SAMCO PARTNERS
2026
Year of creation
5
Analysts
3
Factor pillars
100%
Student-led

We believe that education and real-world experience can go hand in hand to make finance more transparent, more rigorous and more evidence-based.

OUR MISSION

Empowering a new generation
of evidence-based investors.

SAMCO Partners aims to show that a disciplined, factor-based process can be built, tested and defended from first principles β€” and that proving when a strategy does not work is as valuable as proving when it does.

Factor Investing

Capturing the size and value premia documented since Fama & French (1992).

Knowledge Sharing

Bridging academic research and real-world portfolio construction.

Honest Reporting

We publish what the data shows, including where we underperform.

OUR APPROACH

Conditional Small Value β€” HML Timing

A two-regime strategy driven entirely by the Fama-French framework. The same model that selects our ETFs also tells us when to deploy them.

1

Rolling FF5 regression

36-month rolling regression on each ETF, extracting Ξ²SMB and Ξ²HML.

2

Score & rank

Score = Ξ²SMB + Ξ²HML. Rank the eligible small/value ETFs.

3

HML signal

Trailing 12-month HML > 0 β†’ Small Value. < 0 β†’ Equal Weight.

4

Apply out-of-sample

Hold the allocation for 12 months, then rebalance. No look-ahead.

Small Value mode β€” HML > 0

5 ETFs at 20% each: IWM, IJS, IJT, MDY, XLE. Concentrated factor exposure when the value premium is paying off. Portfolio Ξ²SMB = 0.74, Ξ²HML = 0.43 β€” both comfortably above the 0.3 threshold.

Equal Weight mode β€” HML < 0

All 24 ETFs at 4.17% each. Maximum diversification across equities, fixed income, real estate and gold. No factor bet β€” the goal is to preserve capital when the signal isn't supportive.

HML SIGNAL HISTORY

Factor timing, 2007–2026

8 years in Small Value mode (40%), 12 years in Equal Weight (60%). Current signal: +6.90% β†’ Small Value active

Small Value (HML > 0) Equal Weight (HML < 0)

Why the value premium is cyclical

Value stocks are cheap because they carry more economic risk β€” banks, energy, industrials. When investors turn risk-averse, they rotate into quality and growth, and the value premium turns negative. When confidence returns, those same discounted companies re-rate faster. The HML factor tracks this risk-appetite cycle directly, which is why we use it as our state variable rather than relying on a permanent value tilt.

CONTACT

Get in touch

SAMCO Partners

ProgrammeMSc Financial Markets & Investments
InstitutionSKEMA Business School, Dubai
Academic year2026–2027
SupervisorChristophe Dispas
BenchmarkS&P 1500 Composite (SPR Index)
Data sourceBloomberg Β· Kenneth French Library

Project deliverables

Excel workbook
4 portfolios Β· 20 rolling windows Β· Part 1 & Part 2
Investment committee deck
Strategy, signal, results & recommendation
This website
Interactive simulator & live strategy overview
Methodology & references
Fama-French 1992 & 2015 Β· Sharpe Β· Jensen