Skip to main content

Table 8 Tv-LMM via KFMR parameter estimates (with standard errors) of cryptocurrencies during the pre-COVID-19 period

From: Linearity extensions of the market model: a case of the top 10 cryptocurrency prices during the pre-COVID-19 and COVID-19 periods

Period

Pre-COVID-19

Cryptocurrencies

\(\widehat{{\varvec{Q}}_{\varvec{i}}}\)

\(\widehat{{\varvec{H}}_{\varvec{i}}}\)

\(\widehat{{\varvec{\phi }}_{\varvec{i}}}\)

\(\widehat{{\varvec{\alpha} }_{\varvec{i}}}\)

\(\widehat{\stackrel{-}{{\varvec{\beta} }_{\varvec{i}}}}\)

Adjusted \({\varvec{R}}^{2}\)

BPI

0.0586

0.0001

0.5214

0.0006

0.8314

0.910

(0.0260)

(0.0000)

(0.2233)

(0.0000)

(0.0288)

 

ETH

0.1032

0.0002

0.0000

0.0002

1.0663

0.936

(0.0300)

(0.0000)

(0.0000)

(0.0000)

(0.0327)

 

XRP

0.1740

0.0002

0.1365

− 0.0019

0.9077

0.904

(0.0342)

(0.0000)

(0.0289)

(0.0000)

(0.0356)

 

BCH

0.1392

0.0004)

0.4928

− 0.0002

1.2472

0.883

(0.0457)

(0.0000)

(0.1421)

(0.0000)

(0.0682)

 

BNB

0.0145

0.0008

0.8856

0.0024

0.8971

0.589

(0.0133)

(0.0001)

(1.0437)

(0.0000)

(0.0614)

 

LINK

0.0880

0.0030

0.0000

0.0055

0.8043

0.256

(0.0882)

(0.0002)

(0.0000)

(0.0000)

(0.0665)

 

CRO

0.0000

0.0051

0.9338

0.0014

0.5635

0.182

(0.0000)

(0.0003)

(10.5574)

(0.0000)

(0.0558)

 

LTC

0.0476

0.0004

0.7528

− 0.0002

1.1859

0.850

(0.0266)

(0.0000)

(0.4850)

(0.0000)

(0.0665)

 

BSV

0.7893

0.0023

0.2965

− 0.0006

1.2477

0.708

(0.6982)

(0.0003)

(0.3516)

(0.0000)

(0.1394)

 

ADA

0.0115

0.0005

0.8645

− 0.0009

1.1272

0.799

(0.0093)

(0.0000)

(0.8842)

(0.0000)

(0.0595)

 

Average

0.1426

0.0014

0.4884

0.0006

0.9878

0.702