Bitstamp (BSTP)

Coinbase (COIN)

itBit (IBIT)

Kraken (KRKN)

Price (USD)

Return

Price (USD)

Return

Price (USD)

Return

Price (USD)

Return

Mean

1861.113

0.002216968

2574.643

0.001878192

2605.654

0.001411116

2565.401

0.001883923

Standard deviation

3082.401

0.05067167

3391.843

0.04518369

3406.15

0.04159618

3369.981

0.04450417

Median

442.18

0.001650525

666.66

0.00166824

673.96

0.001548245

668.435

0.001407714

Min

2.24

−0.663948

123.21

−0.5838671

187.59

−0.2832743

122

−0.2915184

Max

19,100.07

0.4455433

19450.01

0.3006408

19195

0.2483466

19388

0.3536184

Range

19,097.83

1.109491

19326.8

0.8845079

19007.41

0.5316209

19266

0.6451368

Skewness

2.244372

−1.382001

1.824436

−1.119864

1.785243

−0.178184

1.802354

−0.03857741

Kurtosis

5.245956

24.44747

3.351554

20.63693

3.126098

6.355222

3.207212

8.098131

Standard error

58.16886

0.00095641

75.41153

0.001004827

76.62496

0.000935987

74.94399

0.00098996

Observations

2808

2807

2023

2022

1976

1975

2022

2021