The Cox Regression Model, Invariance Principles for Some Induced Quantile Processes and Some Repeated Significance Tests

For the Cox regression model, the partial likelihood functions involve linear combinations of induced order statistics. Some in-variance principles pertaining to such linear combinations of induced order statistics are studied and the theory is incorporated in the formulation of suitable repeated significance tests (for the hypothesis of no regression) based on these partial likelihoods. Asymptotic power properties of these tests are also studied .

[1]  P. Sen,et al.  Rank order tests for grouped data under progressive censoring , 1977 .

[2]  D. Cox Regression Models and Life-Tables , 1972 .

[3]  P. Sen Weak Convergence of Progressively Censored Likelihood Ratio Statistics and its Role in Asymptotic Theory of Life Testing , 1976 .

[4]  G. Neuhaus,et al.  A Central Limit Theorem under Contiguous Alternatives , 1975 .

[5]  P. Sen,et al.  Theory of rank tests , 1969 .

[6]  P. K. Bhattacharya Convergence of Sample Paths of Normalized Sums of Induced Order Statistics , 1974 .

[7]  Institute of Statistics Mimeo Series No. 1092 _ October 1976WEAK CONVERGENCE OF SOME QUANTILE PROCESSES ARISING IN PROGRESSIVELY CENSORED TESTS* by , 2022 .

[8]  D. Scott,et al.  Central limit theorems for martingales and for processes with stationary increments using a Skorokhod representation approach , 1973, Advances in Applied Probability.

[9]  Pranab Kumar Sen,et al.  Asymptotic theory of some time-sequential tests based on progressively censored quantile processes , 1980 .

[10]  D. McLeish Dependent Central Limit Theorems and Invariance Principles , 1974 .

[11]  P. Sen,et al.  Nonparametric tests for multiple regression under progressive censoring , 1978 .

[12]  R. Berk,et al.  Limiting Behavior of Posterior Distributions when the Model is Incorrect , 1966 .

[13]  J. Hájek Some Extensions of the Wald-Wolfowitz-Noether Theorem , 1961 .

[14]  B. Efron The Efficiency of Cox's Likelihood Function for Censored Data , 1977 .

[15]  Pranab Kumar Sen,et al.  Nonparametric Testing Under Progressive Censoring* , 1973 .

[16]  W. Hoeffding A Class of Statistics with Asymptotically Normal Distribution , 1948 .

[17]  Pranab Kumar Sen,et al.  On the Moments of the Sample Quantiles , 1959 .

[18]  Z. Birnbaum,et al.  SOME MULTIVARIATE CHEBYSHEV INEQUALITIES WITH EXTENSIONS TO CONTINUOUS PARAMETER PROCESSES , 1961 .