TY - JOUR T1 - Strong Consistency of $M$ Estimator in Linear Model for $\widetilde{φ}$-Mixing Samples AU - Wang , Xuejun AU - Hu , Shuhe AU - Ling , Jimin AU - Wei , Yunfei AU - Chen , Zhuqiang JO - Communications in Mathematical Research VL - 1 SP - 32 EP - 40 PY - 2021 DA - 2021/05 SN - 29 DO - http://doi.org/ UR - https://global-sci.org/intro/article_detail/cmr/19026.html KW - $\widetilde{φ}$-mixing sample, $M$ estimator, strong consistency. AB -
The strong consistency of $M$ estimator of regression parameter in linear model for $\widetilde{φ}$-mixing samples is discussed by using the classic Rosenthal type inequality. We get the strong consistency of $M$ estimator under lower moment condition, which generalizes and improves the corresponding ones for independent sequences.