Table 1 Parameter estimates and their mean squared errors for INAR\((2)_{S}\) model.
From: Some developments on seasonal INAR processes with application to influenza data
n | \(\hat{\lambda _1}_{ YW}\) | \(\hat{\lambda _2}_{ YW}\) | \(\hat{\mu _{\nu }}_{{ YW}}\) | \(\hat{\lambda _1}_{{ CLS}}\) | \(\hat{\lambda _2}_{{ CLS}}\) | \(\hat{\mu _{\nu }}_{ CLS}\) |
|---|---|---|---|---|---|---|
\(\lambda _1=0.2\), \(\lambda _2=0.3\), \(\mu _{\nu }=0.9\) | ||||||
300 | 0.1608 | 0.1193 | 1.1578 | 0.1986 | 0.2923 | 0.9120 |
0.0055 | 0.0351 | 0.0788 | 0.0081 | 0.0101 | 0.0225 | |
500 | 0.1924 | 0.1997 | 1.0531 | 0.1950 | 0.2935 | 0.9154 |
0.0025 | 0.0119 | 0.0314 | 0.0031 | 0.0040 | 0.0117 | |
1000 | 0.2035 | 0.2547 | 0.9654 | 0.1989 | 0.2963 | 0.9069 |
0.0015 | 0.0033 | 0.0094 | 0.0014 | 0.0015 | 0.0054 | |
1500 | 0.2026 | 0.2711 | 0.9432 | 0.1985 | 0.2974 | 0.9047 |
0.0009 | 0.0017 | 0.0054 | 0.0009 | 0.0009 | 0.0035 | |
\(\lambda _1=0.3\), \(\lambda _2=0.4\), \(\mu _{\nu }=0.75\) | ||||||
300 | 0.2152 | 0.1824 | 1.0753 | 0.2900 | 0.3937 | 0.7690 |
0.0116 | 0.0510 | 0.1295 | 0.0073 | 0.0103 | 0.0259 | |
500 | 0.2718 | 0.2556 | 0.9927 | 0.2959 | 0.3885 | 0.7670 |
0.0038 | 0.0233 | 0.0738 | 0.0032 | 0.0043 | 0.0145 | |
1000 | 0.2978 | 0.3346 | 0.8809 | 0.2969 | 0.3938 | 0.7674 |
0.0014 | 0.0055 | 0.0252 | 0.0014 | 0.0016 | 0.0085 | |
1500 | 0.3022 | 0.3563 | 0.8388 | 0.2994 | 0.3962 | 0.7567 |
0.0009 | 0.0029 | 0.0129 | 0.0009 | 0.0010 | 0.0050 | |
\(\lambda _1=0.4\), \(\lambda _2=0.3\), \(\mu _{\nu }=1.333\) | ||||||
300 | 0.3944 | 0.1469 | 1.7433 | 0.3933 | 0.2954 | 1.3582 |
0.0110 | 0.0631 | 0.4273 | 0.0090 | 0.0114 | 0.0574 | |
500 | 0.3941 | 0.1455 | 1.7445 | 0.3980 | 0.2938 | 1.3547 |
0.0027 | 0.0251 | 0.1878 | 0.0036 | 0.0042 | 0.0301 | |
1000 | 0.4165 | 0.2295 | 1.5181 | 0.3990 | 0.2947 | 1.3560 |
0.0017 | 0.0062 | 0.0473 | 0.0014 | 0.0015 | 0.0168 | |
1500 | 0.4163 | 0.2525 | 1.4479 | 0.3990 | 0.2973 | 1.3502 |
0.0012 | 0.0031 | 0.0232 | 0.0010 | 0.0010 | 0.0124 | |
\(\lambda _1=0.6\), \(\lambda _2=0.2\), \(\mu _{\nu }=1\) | ||||||
300 | 0.4066 | 0.0557 | 1.5797 | 0.5912 | 0.1984 | 1.0170 |
0.0439 | 0.0244 | 0.4013 | 0.0084 | 0.0097 | 0.0483 | |
500 | 0.5138 | 0.1025 | 1.4430 | 0.5915 | 0.1957 | 1.0293 |
0.0113 | 0.0119 | 0.2321 | 0.0044 | 0.0043 | 0.0304 | |
1000 | 0.5759 | 0.1510 | 1.2525 | 0.5982 | 0.1965 | 1.0136 |
0.0024 | 0.0036 | 0.0806 | 0.0017 | 0.0018 | 0.0159 | |
1500 | 0.5893 | 0.1679 | 1.1633 | 0.5965 | 0.1985 | 1.0156 |
0.0012 | 0.0019 | 0.0395 | 0.0012 | 0.0011 | 0.0125 | |