Table 6 Multi-model regression model... | Emerald Publishing

Table 6

Multi-model regression model

Coin	Pre MAE	Pre MSE	Pre RMSE	Pre R2	Post MAE	Post MSE	Post RMSE	Post R2	Con MAE	Con MSE	Con RMSE	Con R2
XRP	0.02	0.001	0.035	0.991	0.007	0.000	0.010	0.999	1.035	8.828	2.971	1
BNB	0.252	0.151	0.388	0.997	3.267	20.167	4.491	0.998	0.198	0.381	0.617	1
MONA	0.069	0.014	0.119	0.995	0.006	0.000	0.011	0.999	0.001	0	0.003	1
XLM	0.008	0	0.015	0.987	0.002	0.000	0.003	0.999	0.002	0	0.004	0.99
DASH	7.662	198.404	14.086	0.995	1.173	3.345	1.829	0.999	0	0	0	1
ETH	7.223	181.374	13.468	0.997	24.651	1107.4	33.277	0.999	0.334	0.439	0.663	1
XMR	3.372	34.607	5.883	0.995	1.950	7.281	2.698	0.997	0.295	0.266	0.516	0.99
FIL	0.19	0.108	0.329	0.996	0.375	0.432	0.657	0.999	0	0	0.002	1
LTC	2.371	13.674	3.698	0.994	1.231	3.650	1.910	0.999	0.124	0.095	0.308	1
DOGE	0	0	0	0.991	0.001	0.000	0.002	0.999	0.067	0.041	0.203	1
TRX	0.001	0	0.003	0.978	0.001	0.000	0.001	0.996	0.005	0	0.012	1
XEM	0.013	0.001	0.029	0.987	0.001	0.000	0.002	0.999	0.425	0.626	0.791	1
ZEC	5.533	118.976	10.908	0.993	1.525	5.479	2.341	0.998	0.786	1.722	1.312	1
MANA	0.002	0	0.004	0.989	0.031	0.003	0.052	0.998	0.001	0	0.003	1
ETC	0.263	0.364	0.603	0.994	0.370	0.300	0.550	1.000	0.004	0	0.009	1

Coin	Pre MAE	Pre MSE	Pre RMSE	Pre R2	Post MAE	Post MSE	Post RMSE	Post R2	Con MAE	Con MSE	Con RMSE	Con R2
XRP	0.02	0.001	0.035	0.991	0.007	0.000	0.010	0.999	1.035	8.828	2.971	1
BNB	0.252	0.151	0.388	0.997	3.267	20.167	4.491	0.998	0.198	0.381	0.617	1
MONA	0.069	0.014	0.119	0.995	0.006	0.000	0.011	0.999	0.001	0	0.003	1
XLM	0.008	0	0.015	0.987	0.002	0.000	0.003	0.999	0.002	0	0.004	0.99
DASH	7.662	198.404	14.086	0.995	1.173	3.345	1.829	0.999	0	0	0	1
ETH	7.223	181.374	13.468	0.997	24.651	1107.4	33.277	0.999	0.334	0.439	0.663	1
XMR	3.372	34.607	5.883	0.995	1.950	7.281	2.698	0.997	0.295	0.266	0.516	0.99
FIL	0.19	0.108	0.329	0.996	0.375	0.432	0.657	0.999	0	0	0.002	1
LTC	2.371	13.674	3.698	0.994	1.231	3.650	1.910	0.999	0.124	0.095	0.308	1
DOGE	0	0	0	0.991	0.001	0.000	0.002	0.999	0.067	0.041	0.203	1
TRX	0.001	0	0.003	0.978	0.001	0.000	0.001	0.996	0.005	0	0.012	1
XEM	0.013	0.001	0.029	0.987	0.001	0.000	0.002	0.999	0.425	0.626	0.791	1
ZEC	5.533	118.976	10.908	0.993	1.525	5.479	2.341	0.998	0.786	1.722	1.312	1
MANA	0.002	0	0.004	0.989	0.031	0.003	0.052	0.998	0.001	0	0.003	1
ETC	0.263	0.364	0.603	0.994	0.370	0.300	0.550	1.000	0.004	0	0.009	1

Note(s): Table showing multi-model regression model for all cryptocurrencies

Source(s): Table by authors