Situation

Parameter

No Messages

With Messages

Helly’s Parametersa

(a)

Self-Calibration

(b)

Helly’s Parameters

(c)

Self-Calibration

(d)

Parametersb

(e)

Calibrated θ and C1a

(f)

Deceleration

Sample size

40

40

C1

0.50

1.17

0.50

0.01

1.17

0.48

C2

0.13

0.04

0.13

7.40E−04

0.04

0.04

α

20.00

1.83

20.00

1.53

1.83

1.83

β

1.00

−0.02

1.00

−0.06

−0.02

−0.02

γ

0.00

−0.11

0.00

−0.14

−0.11

−0.11

θ

N/A

0.12

NRMSE

41.0%

14.3%

112.6%

8.6%

341.9%

11.98%

R

0.08

0.83

0.46

0.90

0.51

0.83

p-value

N/A

1.70E−08

N/A

1.64E−12

N/A

3.78E−07

Acceleration

Sample Size

60

30

C1

0.50

0.69

0.50

0.10

0.69

0.37

C2

0.13

−0.01

0.13

−0.01

−0.01

−0.01

α

20.00

−0.23

20.00

−0.45

−0.19

−0.23

β

1.00

−6.20E−03

1.00

−0.01

−0.01

−6.20E−03

γ

0.00

0.02

0.00

−0.03

0.02

0.02

θ

N/A

0.37

NRMSE

54.4%

5.1%

181.0%

8.6%

179.7%

9.05%

R

0.45

0.98

0.13

0.94

0.79

0.93

p-value

N/A

1.99E−36

N/A

5.18E−11

N/A

6.17E−14