The Prague Post - Coin tosses are not 50/50: researchers find a slight bias

EUR -
AED 4.216706
AFN 79.224607
ALL 96.22259
AMD 439.23808
ANG 2.05523
AOA 1052.884932
ARS 1673.532801
AUD 1.771316
AWG 2.066732
AZN 1.955927
BAM 1.954642
BBD 2.312829
BDT 139.977043
BGN 1.95564
BHD 0.432825
BIF 3387.144368
BMD 1.148185
BND 1.49967
BOB 7.93402
BRL 6.198127
BSD 1.148319
BTN 101.800668
BWP 15.501813
BYN 3.91355
BYR 22504.416818
BZD 2.309159
CAD 1.619492
CDF 2576.526396
CHF 0.930609
CLF 0.027714
CLP 1087.205007
CNY 8.186269
CNH 8.193135
COP 4434.277179
CRC 576.158541
CUC 1.148185
CUP 30.42689
CVE 110.656246
CZK 24.37791
DJF 204.055061
DKK 7.465875
DOP 73.655726
DZD 150.211766
EGP 54.320978
ERN 17.222768
ETB 175.241608
FJD 2.623315
FKP 0.873242
GBP 0.881749
GEL 3.122535
GGP 0.873242
GHS 12.555358
GIP 0.873242
GMD 84.391594
GNF 9978.871691
GTQ 8.800784
GYD 240.208937
HKD 8.926612
HNL 30.254843
HRK 7.532897
HTG 150.346673
HUF 388.169617
IDR 19190.75626
ILS 3.755505
IMP 0.873242
INR 101.880882
IQD 1504.121736
IRR 48338.568574
ISK 146.405608
JEP 0.873242
JMD 184.320763
JOD 0.814078
JPY 176.528781
KES 148.345932
KGS 100.408499
KHR 4621.443068
KMF 489.126693
KPW 1033.367775
KRW 1660.274845
KWD 0.352791
KYD 0.956933
KZT 601.633444
LAK 24846.71298
LBP 102819.924542
LKR 349.912625
LRD 210.634678
LSL 19.874579
LTL 3.39029
LVL 0.694525
LYD 6.263375
MAD 10.689259
MDL 19.602383
MGA 5149.607424
MKD 61.512921
MMK 2410.714993
MNT 4123.754337
MOP 9.193751
MRU 45.690364
MUR 52.699485
MVR 17.687734
MWK 1994.396318
MXN 21.469409
MYR 4.825245
MZN 73.426471
NAD 19.875054
NGN 1656.554622
NIO 42.196028
NOK 11.74703
NPR 162.881469
NZD 2.035915
OMR 0.441473
PAB 1.148234
PEN 3.877396
PGK 4.836177
PHP 67.28023
PKR 322.539174
PLN 4.260574
PYG 8138.176932
QAR 4.180422
RON 5.084276
RSD 117.209004
RUB 93.003807
RWF 1664.293478
SAR 4.305875
SBD 9.450238
SCR 15.899709
SDG 689.500542
SEK 11.017732
SGD 1.502059
SHP 0.861436
SLE 26.629025
SLL 24076.854994
SOS 656.17134
SRD 44.204536
STD 23765.101628
STN 24.685967
SVC 10.048045
SYP 12695.377378
SZL 19.875178
THB 37.407574
TJS 10.597412
TMT 4.030128
TND 3.368203
TOP 2.689167
TRY 48.325336
TTD 7.786385
TWD 35.516831
TZS 2824.312384
UAH 48.32476
UGX 4001.628446
USD 1.148185
UYU 45.722902
UZS 13766.732333
VES 256.828446
VND 30220.21687
VUV 140.175754
WST 3.218024
XAF 655.462931
XAG 0.024346
XAU 0.000291
XCD 3.103026
XCG 2.069573
XDR 0.813776
XOF 652.91524
XPF 119.331742
YER 273.898747
ZAR 20.116624
ZMK 10335.033362
ZMW 25.632679
ZWL 369.714951
  • RBGPF

    0.0000

    76

    0%

  • CMSD

    -0.0800

    23.82

    -0.34%

  • SCS

    0.0300

    15.87

    +0.19%

  • NGG

    0.4000

    75.14

    +0.53%

  • GSK

    0.4700

    46.82

    +1%

  • CMSC

    -0.0800

    23.59

    -0.34%

  • RYCEF

    -0.2300

    15.13

    -1.52%

  • RIO

    -2.4800

    67.89

    -3.65%

  • BCC

    2.0700

    70.41

    +2.94%

  • BCE

    -0.3800

    22.29

    -1.7%

  • RELX

    0.1300

    44.3

    +0.29%

  • VOD

    -0.1800

    11.2

    -1.61%

  • AZN

    0.3100

    82.03

    +0.38%

  • JRI

    -0.1800

    13.7

    -1.31%

  • BTI

    0.5400

    52.98

    +1.02%

  • BP

    0.2500

    35.12

    +0.71%

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.

V.Sedlak--TPP