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Linear Mixed Models PGRM 15 Statistics in Science ???? Outline • Linear regression • Correlated measurements (eg repeated) • Random effects leading to different components of variance & correlated measurements • Different Correlation Structures • Simple Analysis of Clustered Data • Split Plot Analysis • Repeated Measures Analysis

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PROC MIXED in the SAS System provides a very flexible modeling environment for handling a variety of repeated measures problems. Random effects can be used to build hierarchical models correlating measurements made on the same level of a random factor, including subject-specific regression models, while a variety of covariance and

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``Hazard Regression''. In: Encyclopedia of Statistical ...

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HAZARD REGRESSION In survival analysis?, proportional hazards models (see PROPORTIONAL HAZARDS MODEL,COX’S) are commonly used to estimate covari- ate effects. Two advantages of this approach are that the interpretation of the results is similar to that for ordinary linear models,

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D.R. Cox (1972) \Regression Models and Life-Tables" (with discussion) JRSS-B, 74: 187-220. \The present paper is largely concerned with the extension of the results of Kaplan and Meier to the comparison of life tables and more generally to the incorporation of regression-like arguments into life-table analysis." (p. 187)

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risk with multivariable models. Annals of Internal Medicine, 118:201–210, 1993. [8] D. R. Cox. Regression models and life-tables (with discussion). Journal of the Royal Statistical Society B, 34:187–220, 1972. [9] S. Derksen and H. J. Keselman. Backward, forward and stepwise auto-mated subset selection algorithms: Frequency of obtaining ...

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Imperial College, London - JSTOR

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1972] Cox - Regression Models and Life Tables 189 this property is of limited importance and the best justification is essentially (7). The estimates probably also have a Bayesian interpretation involving a very "irregular" prior. If the class of distributions is restricted, either parametrically or by some such

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Regression Models and Life-Tables - Fred Hutch

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Regression Models and Life-Tables BY D. R. Cox Imperial College, London [Read before the ROYALSTATISTICAL SOCIETY, at a meeting organized by the Research Section, on Wednesday, March 8th, 1972, Mr M. J. R. HEALY in the Chair] The analysis of censored failure times is considered.

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Propensity Score Matching and Analysis

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