Zürcher Nachrichten - Coin tosses are not 50/50: researchers find a slight bias

EUR -
AED 4.247386
AFN 75.757775
ALL 92.81465
AMD 423.084747
ANG 2.06995
AOA 1061.701178
ARS 1720.63469
AUD 1.633423
AWG 2.083212
AZN 1.970704
BAM 1.956412
BBD 2.328269
BDT 141.895612
BGN 1.96191
BHD 0.435963
BIF 3455.890182
BMD 1.156537
BND 1.478652
BOB 13.472214
BRL 6.053203
BSD 1.156032
BTN 110.247486
BWP 15.573814
BYN 3.516113
BYR 22668.120654
BZD 2.324827
CAD 1.60492
CDF 2628.808492
CHF 0.940386
CLF 0.026898
CLP 1058.647954
CNY 7.798764
CNH 7.800372
COP 3639.181725
CRC 520.094166
CUC 1.156537
CUP 30.648224
CVE 110.304272
CZK 24.228872
DJF 205.540169
DKK 7.475559
DOP 67.665261
DZD 153.662148
EGP 58.153333
ERN 17.348052
ETB 186.991291
FJD 2.559937
FKP 0.856967
GBP 0.854623
GEL 3.019013
GGP 0.856967
GHS 12.657959
GIP 0.856967
GMD 85.009906
GNF 10154.615403
GTQ 8.819835
GYD 241.795634
HKD 9.075801
HNL 30.989569
HRK 7.53276
HTG 151.20645
HUF 363.593769
IDR 20616.424427
ILS 3.417686
IMP 0.856967
INR 110.50067
IQD 1514.365356
IRR 1589760.98906
ISK 142.208207
JEP 0.856967
JMD 183.068345
JOD 0.82003
JPY 184.305126
KES 149.494387
KGS 101.139585
KHR 4677.463124
KMF 493.841605
KPW 1040.883431
KRW 1637.367373
KWD 0.357012
KYD 0.96336
KZT 536.410257
LAK 26089.160765
LBP 103514.079503
LKR 384.67361
LRD 209.818331
LSL 18.700711
LTL 3.414953
LVL 0.699578
LYD 7.360684
MAD 10.72191
MDL 20.045484
MGA 4976.556681
MKD 61.552979
MMK 2428.049362
MNT 4160.447329
MOP 9.343123
MRU 46.422923
MUR 54.477208
MVR 17.86893
MWK 2004.426991
MXN 19.706582
MYR 4.725498
MZN 73.914701
NAD 18.70055
NGN 1572.393129
NIO 42.545516
NOK 10.93306
NPR 176.406858
NZD 1.965028
OMR 0.444688
PAB 1.155962
PEN 3.899022
PGK 5.192894
PHP 71.162141
PKR 321.080869
PLN 4.307464
PYG 6938.17028
QAR 4.214137
RON 5.235993
RSD 117.342652
RUB 97.436555
RWF 1699.934634
SAR 4.345368
SBD 9.308482
SCR 15.944299
SDG 694.50458
SEK 11.018401
SGD 1.479644
SHP 0.856839
SLE 28.339391
SLL 24251.996863
SOS 660.646638
SRD 43.91891
STD 23937.97606
STN 24.50915
SVC 10.114601
SYP 15037.290949
SZL 18.698981
THB 38.34849
TJS 10.675039
TMT 4.059444
TND 3.38916
TOP 2.784663
TRY 55.378494
TTD 7.831924
TWD 37.019012
TZS 3064.820166
UAH 51.713559
UGX 4294.603297
USD 1.156537
UYU 46.316691
UZS 13761.423601
VES 890.659494
VND 30241.701679
VUV 137.179134
WST 3.161573
XAF 656.162249
XAG 0.01785
XAU 0.000264
XCD 3.125599
XCG 2.083378
XDR 0.817732
XOF 656.196303
XPF 119.331742
YER 274.334672
ZAR 18.749664
ZMK 10410.222902
ZMW 21.846834
ZWL 372.404367
  • RBGPF

    -0.8200

    71.34

    -1.15%

  • CMSC

    -0.0050

    21.47

    -0.02%

  • NGG

    -0.0800

    81.12

    -0.1%

  • RELX

    -0.1500

    34.52

    -0.43%

  • RYCEF

    0.1700

    20.88

    +0.81%

  • RIO

    -0.3250

    95.765

    -0.34%

  • CMSD

    -0.0050

    21.585

    -0.02%

  • BCE

    0.1150

    23.435

    +0.49%

  • BCC

    -0.5000

    83.63

    -0.6%

  • GSK

    -0.5785

    49.42

    -1.17%

  • AZN

    -1.0700

    156.17

    -0.69%

  • BTI

    -0.2500

    57.1

    -0.44%

  • JRI

    0.0635

    12.61

    +0.5%

  • VOD

    0.1900

    16.41

    +1.16%

  • BP

    0.4146

    42.725

    +0.97%

Coin tosses are not 50/50: researchers find a slight bias
Coin tosses are not 50/50: researchers find a slight bias / Photo: Sajjad HUSSAIN - AFP/File

Coin tosses are not 50/50: researchers find a slight bias

Want to get a slight edge during a coin toss? Check out which side is facing upwards before the coin is flipped –- then call that same side.

Text size:

This tactic will win 50.8 percent of the time, according to researchers who conducted 350,757 coin flips.

For the preprint study, which was published on the arXiv database last week and has not yet been peer-reviewed, 48 people tossed coins of 46 different currencies.

They were told to flip the coins with their thumb and catch it in their hand -- if the coins fell on a flat surface that could introduce other factors such as bouncing or spinning.

Frantisek Bartos, of the University of Amsterdam in the Netherlands, told AFP that the work was inspired by 2007 research led by Stanford University mathematician Persi Diaconis -- who is also a former magician.

Diaconis' model proposed that there was a "wobble" and a slight off-axis tilt that occurs when humans flip coins with their thumb, Bartos said.

Because of this bias, they proposed it would land on the side facing upwards when it was flipped 51 percent of the time -- almost exactly the same figure borne out by Bartos' research.

While that may not seem like a significant advantage, Bartos said it was more of an edge that casinos have against "optimal" blackjack players.

It does depend on the technique of the flipper. Some people had almost no bias while others had much more than 50.8 percent, Bartos said.

For people committed to choosing either heads or tails before every toss, there was no bias for either side, the researchers found.

None of the many different coins showed any sign of bias either.

Happily, achieving a fair coin flip is simple: just make sure the person calling heads or tails cannot see which side is facing up before the toss.

- 'It's fun to do stupid stuff' -

Bartos first heard of the bias theory while studying Bayesian statistics during his master's degree, and decided to test it on a massive scale.

But there was a problem: he needed people willing to toss a lot of coins.

At first he tried to persuade his friends to flip coins over the weekend while watching "Lord of the Rings".

"But nobody was really down for that," he said.

Eventually Bartos managed to convince some colleagues and students to flip coins whenever possible, during lunch breaks, even while on holiday.

"It will be terrible," he told them. "But it's fun to do some stupid stuff from time to time."

The flippers even held weekend-long events where they tossed coins from 9am to 9pm. A massage gun was deployed to soothe sore shoulders.

Countless decisions have been made by coin tosses throughout human history.

While writing his paper, Bartos visited the British Museum and learned that the Wright brothers used one to determine who would attempt the first plane flight.

Coin tosses have also decided numerous political races, including a tied 2013 mayoral election in the Philippines.

But they are probably most common in the field of sport. During the current Cricket World Cup, coin tosses decide which side gets to choose whether to bat or field first.

O.Pereira--NZN