A lot of fancy things can be built with Lego sets nowadays - such as a diversifying portfolio that loads on the asset pricing model Fama-French size factor.
Collecting Lego - yes, the plastic toys made of interlocking bricks that become cars and castles and robots - returned more than large stocks, bonds and gold in the three decades ending in 2015, says a study by Victoria Dobrynskaya, an assistant professor at Russia’s Higher School of Economics. Aspects of the performance even align with returns sought by owners of smart-beta ETFs.
While the premise sounds goofy, it’s serious enough for the academy, especially in a world where intrepid investors will go practically anywhere for uncorrelated returns. You might not know this, but older Lego sets are often resold online for many times their original price. In one extreme case, a kit for Star Wars Darth Revan that retailed in 2014 for $3.99 went for $28.46 on eBay a year later - a 613 per cent premium.
And while quantitative investment firms spend hundreds of hours studying whether factors like size and momentum translate beyond the equity market, for Prof Dobrynskaya, who wrote the paper with student Julia Kishilova, the inspiration was less theoretical.
“My son likes playing with Lego and I have a lot of it at home. At one point I thought: maybe I have a ready-made investment portfolio?” she said. “I know that Lego has nothing to do with multifactor models I spend my time focusing on. It doesn’t mean the performance of Lego sets has absolutely nothing to do with factor investing. You’ll be surprised to know that it does.”
In a paper titled Lego - The Toy of Smart Investors, Prof Dobrynskaya analysed 2,300 sets sold from 1987 to 2015 to measure their price-return over time. She found that collections used for Hogwarts Castles and Jedi star fighters beat US large-cap stocks and bonds, yielding 11 per cent a year. Smaller kits rose more than medium-sized ones, similar to the size effect in the Fama-French model (although the relation isn't exact).
______________
Read more:
3D-printed structures? The Dubai firm building for the future
Miniland builder in action at Legoland Dubai – in pictures
______________
“The beta of the size factor is statistically significant and the dynamics of the Lego index we created for our research is similar to that of the size factor,” Prof Dobrynskaya said in Moscow. “Lego sets don’t show a significant correlation to the financial crises and can be seen as an attractive investment with a diversification potential.”
Guess what? Not everyone loves the science. Trying to shoehorn Legos into model of factor returns strikes some people as a little silly and creates the potential for human judgement to distort findings. First among the hazards is the possibility that everything is explained by happenstance - a criticism that looms over many factor models.
“If you think about all the academics in the world, there are a lot of them, and all of them are looking for something interesting to say and it’s always going to be related to the Fama-French factor,” said Roberto Croce, managing director, senior portfolio manager at BNY Mellon. “Someone is going to find something that is correlated. Purely by randomness that’s going to happen. I’d take it with a grain of salt.”
To determine the average yearly Lego return, Prof Dobrynskaya gathered the initial price of 2,000 toys released between 1981 and 2014 and their cost in the secondary market in 2015. She analysed price trends for links to risk factors like value, volatility and size in the models developed by theorists Eugene Fama and Kenneth French. While the first three weren’t significant, returns did loosely resemble those attributed to the size factor. The Fama-French’s “small-firm effect” that holds smaller-cap companies often outperform during sustained rallies.
The data showed that sets with a relatively few pieces, up to 113, returned 22 per cent per year, almost 16 percentage points more than the group with about 860 bricks in each. The relation wasn’t perfectly linear. Small sets yield the most, but those with 2,000 pieces do better than medium-sized ones. The large group contains less than 100 Lego sets compared with 1,600 in the small camp and can be potentially seen as an outlier, Prof Dobrynskaya said.
“Smaller Lego sets could be more rare than larger sets produced en masse, though it’s hard to know for sure,” she said.
Prof Dobrynskaya, a 37-year-old London School of Economics PhD who spent years writing papers on carry trades and momentum investing, first looked at Lego as a topic for research after her son’s hobby steered her to a community of investors discussing how to profit from buying and selling the toy.
Lego sets that focus on Super Heroes, Batman and Indiana Jones are among the ones that do best over time. The Simpsons is the only Lego theme that has lost value, falling by 3.5 per cent on average. Newer sets have higher returns than older ones, though this can be due to a growing popularity of investments in Lego, Prof Dobrynskaya said.
Company%C2%A0profile
%3Cp%3ECompany%3A%20Zywa%3Cbr%3EStarted%3A%202021%3Cbr%3EFounders%3A%20Nuha%20Hashem%20and%20Alok%20Kumar%3Cbr%3EBased%3A%20UAE%3Cbr%3EIndustry%3A%20FinTech%3Cbr%3EFunding%20size%3A%20%243m%3Cbr%3ECompany%20valuation%3A%20%2430m%3C%2Fp%3E%0A
RECORD%20BREAKER
%3Cp%3E%3Cstrong%3EYoungest%20debutant%20for%20Barcelona%3A%3C%2Fstrong%3E%2015%20years%20and%20290%20days%20v%20Real%20Betis%3Cbr%3E%3Cstrong%3EYoungest%20La%20Liga%20starter%20in%20the%2021st%20century%3A%20%3C%2Fstrong%3E16%20years%20and%2038%20days%20v%20Cadiz%3Cbr%3E%3Cstrong%3EYoungest%20player%20to%20register%20an%20assist%20in%20La%20Liga%20in%20the%2021st%20century%3A%20%3C%2Fstrong%3E16%20years%20and%2045%20days%20v%20Villarreal%3Cbr%3E%3Cstrong%3EYoungest%20debutant%20for%20Spain%3A%3C%2Fstrong%3E%2016%20years%20and%2057%20days%20v%20Georgia%3Cbr%3E%3Cstrong%3EYoungest%20goalscorer%20for%20Spain%3A%3C%2Fstrong%3E%2016%20years%20and%2057%20days%3Cbr%3E%3Cstrong%3EYoungest%20player%20to%20score%20in%20a%20Euro%20qualifier%3A%3C%2Fstrong%3E%2016%20years%20and%2057%20days%3C%2Fp%3E%0A
Company%20Profile
%3Cp%3E%3Cstrong%3ECompany%20name%3A%3C%2Fstrong%3E%20Hoopla%3Cbr%3E%3Cstrong%3EDate%20started%3A%20%3C%2Fstrong%3EMarch%202023%3Cbr%3E%3Cstrong%3EFounder%3A%3C%2Fstrong%3E%20Jacqueline%20Perrottet%3Cbr%3E%3Cstrong%3EBased%3A%3C%2Fstrong%3E%20Dubai%3Cbr%3E%3Cstrong%3ENumber%20of%20staff%3A%3C%2Fstrong%3E%2010%3Cbr%3E%3Cstrong%3EInvestment%20stage%3A%20%3C%2Fstrong%3EPre-seed%3Cbr%3E%3Cstrong%3EInvestment%20required%3A%3C%2Fstrong%3E%20%24500%2C000%3C%2Fp%3E%0A
COMPANY PROFILE
Name: Almnssa
Started: August 2020
Founder: Areej Selmi
Based: Gaza
Sectors: Internet, e-commerce
Investments: Grants/private funding
FIXTURES
Saturday, November 3
Japan v New Zealand
Wales v Scotland
England v South Africa
Ireland v Italy
Saturday, November 10
Italy v Georgia
Scotland v Fiji
England v New Zealand
Wales v Australia
Ireland v Argentina
France v South Africa
Saturday, November 17
Italy v Australia
Wales v Tonga
England v Japan
Scotland v South Africa
Ireland v New Zealand
Saturday, November 24
|Italy v New Zealand
Scotland v Argentina
England v Australia
Wales v South Africa
Ireland v United States
France v Fiji
Business Insights
- Canada and Mexico are significant energy suppliers to the US, providing the majority of oil and natural gas imports
- The introduction of tariffs could hinder the US's clean energy initiatives by raising input costs for materials like nickel
- US domestic suppliers might benefit from higher prices, but overall oil consumption is expected to decrease due to elevated costs
Business Insights
- As per the document, there are six filing options, including choosing to report on a realisation basis and transitional rules for pre-tax period gains or losses.
- SMEs with revenue below Dh3 million per annum can opt for transitional relief until 2026, treating them as having no taxable income.
- Larger entities have specific provisions for asset and liability movements, business restructuring, and handling foreign permanent establishments.
COMPANY%20PROFILE%20
%3Cp%3E%3Cstrong%3ECompany%20name%3A%20%3C%2Fstrong%3EAlmouneer%3Cbr%3E%3Cstrong%3EStarted%3A%3C%2Fstrong%3E%202017%3Cbr%3E%3Cstrong%3EFounders%3A%3C%2Fstrong%3E%20Dr%20Noha%20Khater%20and%20Rania%20Kadry%3Cbr%3E%3Cstrong%3EBased%3A%20%3C%2Fstrong%3EEgypt%3Cbr%3E%3Cstrong%3ENumber%20of%20staff%3A%20%3C%2Fstrong%3E120%3Cbr%3E%3Cstrong%3EInvestment%3A%20%3C%2Fstrong%3EBootstrapped%2C%20with%20support%20from%20Insead%20and%20Egyptian%20government%2C%20seed%20round%20of%20%3Cbr%3E%243.6%20million%20led%20by%20Global%20Ventures%3Cbr%3E%3C%2Fp%3E%0A
Playing records of the top 10 in 2017
How many games the top 10 have undertaken in the 2017 ATP season
1. Rafael Nadal 58 (49-9)
2. Andy Murray 35 (25-10)
3. Roger Federer 38 (35-3)
4. Stan Wawrinka 37 (26-11)
5. Novak Djokovic 40 (32-8)
6. Alexander Zverev 60 (46-14)
7. Marin Cilic 43 (29-14)
8. Dominic Thiem 60 (41-19)
9. Grigor Dimitrov 48 (34-14)
10. Kei Nishikori 43 (30-13)
Safety 'top priority' for rival hyperloop company
The chief operating officer of Hyperloop Transportation Technologies, Andres de Leon, said his company's hyperloop technology is “ready” and safe.
He said the company prioritised safety throughout its development and, last year, Munich Re, one of the world's largest reinsurance companies, announced it was ready to insure their technology.
“Our levitation, propulsion, and vacuum technology have all been developed [...] over several decades and have been deployed and tested at full scale,” he said in a statement to The National.
“Only once the system has been certified and approved will it move people,” he said.
HyperloopTT has begun designing and engineering processes for its Abu Dhabi projects and hopes to break ground soon.
With no delivery date yet announced, Mr de Leon said timelines had to be considered carefully, as government approval, permits, and regulations could create necessary delays.
'The worst thing you can eat'
Trans fat is typically found in fried and baked goods, but you may be consuming more than you think.
Powdered coffee creamer, microwave popcorn and virtually anything processed with a crust is likely to contain it, as this guide from Mayo Clinic outlines:
Baked goods - Most cakes, cookies, pie crusts and crackers contain shortening, which is usually made from partially hydrogenated vegetable oil. Ready-made frosting is another source of trans fat.
Snacks - Potato, corn and tortilla chips often contain trans fat. And while popcorn can be a healthy snack, many types of packaged or microwave popcorn use trans fat to help cook or flavour the popcorn.
Fried food - Foods that require deep frying — french fries, doughnuts and fried chicken — can contain trans fat from the oil used in the cooking process.
Refrigerator dough - Products such as canned biscuits and cinnamon rolls often contain trans fat, as do frozen pizza crusts.
Creamer and margarine - Nondairy coffee creamer and stick margarines also may contain partially hydrogenated vegetable oils.
COMPANY PROFILE
Founders: Alhaan Ahmed, Alyina Ahmed and Maximo Tettamanzi
Total funding: Self funded
Cry Macho
Director: Clint Eastwood
Stars: Clint Eastwood, Dwight Yoakam
Rating:**
How to protect yourself when air quality drops
Install an air filter in your home.
Close your windows and turn on the AC.
Shower or bath after being outside.
Wear a face mask.
Stay indoors when conditions are particularly poor.
If driving, turn your engine off when stationary.
If you go
Where to stay: Courtyard by Marriott Titusville Kennedy Space Centre has unparalleled views of the Indian River. Alligators can be spotted from hotel room balconies, as can several rocket launch sites. The hotel also boasts cool space-themed decor.
When to go: Florida is best experienced during the winter months, from November to May, before the humidity kicks in.
How to get there: Emirates currently flies from Dubai to Orlando five times a week.
SUE%20GRAY'S%20FINDINGS
%3Cp%3E%22Whatever%20the%20initial%20intent%2C%20what%20took%20place%20at%20many%20of%20these%20gatherings%20and%20the%3Cbr%3Eway%20in%20which%20they%20developed%20was%20not%20in%20line%20with%20Covid%20guidance%20at%20the%20time.%3C%2Fp%3E%0A%3Cp%3E%22Many%20of%20these%20events%20should%20not%20have%20been%20allowed%20to%20happen.%20It%20is%20also%20the%20case%20that%20some%20of%20the%3Cbr%3Emore%20junior%20civil%20servants%20believed%20that%20their%20involvement%20in%20some%20of%20these%20events%20was%20permitted%20given%20the%20attendance%20of%20senior%20leaders.%C2%A0%3C%2Fp%3E%0A%3Cp%3E%22The%20senior%20leadership%20at%20the%20centre%2C%20both%20political%20and%20official%2C%20must%20bear%20responsibility%20for%20this%20culture.%C2%A0%3C%2Fp%3E%0A%3Cp%3E%22I%20found%20that%20some%20staff%20had%20witnessed%20or%20been%20subjected%20to%20behaviours%20at%20work%20which%20they%20had%20felt%20concerned%20about%20but%20at%20times%20felt%20unable%20to%20raise%20properly.%3C%2Fp%3E%0A%3Cp%3E%22I%20was%20made%20aware%20of%20multiple%20examples%20of%20a%20lack%20of%20respect%20and%20poor%20treatment%20of%20security%20and%20cleaning%20staff.%20This%20was%20unacceptable.%22%C2%A0%3C%2Fp%3E%0A
From Zero
Artist: Linkin Park
Label: Warner Records
Number of tracks: 11
Rating: 4/5
SPECS
Engine: 4-litre V8 twin-turbo
Power: 630hp
Torque: 850Nm
Transmission: 8-speed Tiptronic automatic
Price: From Dh599,000
On sale: Now
Brolliology: A History of the Umbrella in Life and Literature
By Marion Rankine
Melville House
UAE currency: the story behind the money in your pockets