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Efficient method for identification of cyclic trends in incidence
Authors:Jun-mo Nam
Affiliation:Mathematical Statistics and Applied Mathematics Section Biometry Branch , National Cancer Institute , Bethesda, MD, 20205
Abstract:Various methods for estimating the parameters of the simple harmonic curve and corresponding statistics for testing the significance of the sinusoidal trend are investigated. The locally reasonable method is almost fully efficient when the size of the trend is very small; however, the maximum likelihood method is preferred generally, especially when the trend is not very small. The log likelihood ratio test is more powerful than the R test which is based on locally reasonable estimates. The efficient method and the log likelihood ratio or equivalent tests are the best statistical techniques for identifying the cyclical trend. Thus they are the methods of choice when adequate computing facilities are available.
Keywords:seasonal trend analysis  locally reasonable R method  efficient method  relative efficiency  asymptotic power function  likelihood ratio test
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[1]、Larry Lee,R. Pirie.A graphical method for comparing trends in series of events[J].统计学通讯:理论与方法,2013,42(9):827-848.
[2]、Pu-Ying Zhao,De-Peng Jiang.Efficient inverse probability weighting method for quantile regression with nonignorable missing data[J].Statistics,2017,51(2):363-386.
[3]、J. C. Wakefield,A. E. Gelfand,A. F. M. Smith.Efficient generation of random variates via the ratio-of-uniforms method[J].Statistics and Computing,1991,1(2):129-133.
[4]、Zdravko I. Botev,Dirk P. Kroese.Efficient Monte Carlo simulation via the generalized splitting method[J].Statistics and Computing,2012,22(1):1-16.
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[6]、Michael McAleer,C. R. McKenzie.Efficient score tests for heteroskedasticity in micro-economics[J].Econometric Reviews,2013,32(2):235-252.
[7]、chris Orme.Efficient score tests for heteroskedasticity in micro-economics[J].Econometric Reviews,1992,11(2):235-252.
[8]、Graham J. G. Upton,Kenneth A. Hickey, Aaron Stallard.Regression models for cyclic data[J].Journal of the Royal Statistical Society. Series C, Applied statistics,2003,52(2):227-235.
[9]、R. L.J., Coetzer,N., J., Le Roux.Efficient maximin distance designs for experiments in mixtures[J].Journal of applied statistics,2012,39(9):1939-1951.
[10]、Uttam Bandyopadhyay,Parthasarathi Chakrabarti.Single contrast tests for detecting trends in binomial proportions[J].Journal of the Korean Statistical Society,2013,42(2):235-246.
[11]、Marlene J. Colbourn,Charles J. Colbourn.Recursive constructions for cyclic block designs[J].Journal of statistical planning and inference,1984,10(1):97-103.
[12]、Martin,R. J.,Bursnall,M. C.,Stillman,E. C..Efficient designs for constrained mixture experiments[J].Statistics and Computing,1999,9(3):229-237.
[13]、A. Sarkar,P.P. Kanjilal.On a method of identification of best subset model from full ar-model[J].统计学通讯:理论与方法,2013,42(6):1551-1567.
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