ORDERING PROPERTIES OF ORDER STATISTICS FROM HETEROGENEOUS POPULATIONS: A REVIEW WITH AN EMPHASIS ON SOME RECENT DEVELOPMENTS

In this paper, we review some recent results on the stochastic comparison of order statistics and related statistics from independent and heterogeneous proportional hazard rates models, gamma variables, geometric variables, and negative binomial variables. We highlight the close connections that exist between some classical stochastic orders and majorization-type orders.

[1]  Z. A. Lomnicki,et al.  Mathematical Theory of Reliability , 1966 .

[2]  J. Sethuraman,et al.  Stochastic comparisons of order statistics from heterogeneous populations, with applications in reliability , 1976 .

[3]  Richard E. Barlow,et al.  Statistical Theory of Reliability and Life Testing: Probability Models , 1976 .

[4]  I. Olkin,et al.  Inequalities: Theory of Majorization and Its Applications , 1980 .

[5]  Calyampudi R. Rao Handbook of statistics , 1980 .

[6]  T. M. Williams,et al.  Optimizing Methods in Statistics , 1981 .

[7]  B. Dhillon Life Distributions , 1981, IEEE Transactions on Reliability.

[8]  Dispersive and superadditive ordering , 1986, Advances in Applied Probability.

[9]  A. D. Barbour,et al.  Stochastic ordering of order statistics , 1991 .

[10]  D. Farnsworth A First Course in Order Statistics , 1993 .

[11]  F. Proschan,et al.  Applications of the hazard rate ordering in reliability and order statistics , 1994 .

[12]  B. Arnold,et al.  A first course in order statistics , 1994 .

[13]  Subhash C. Kochar,et al.  Some New Results on Stochastic Comparisons of Spacings from Heterogeneous Exponential Distributions , 1996 .

[14]  Subhash C. Kochar,et al.  Stochastic comparisons of parallel systems of heterogeneous exponential components , 1997 .

[15]  Chunsheng Ma A NOTE ON STOCHASTIC ORDERING OF ORDER STATISTICS , 1997 .

[16]  Asit P. Basu,et al.  Frontiers in Reliability , 1998 .

[17]  Narayanaswamy Balakrishnan,et al.  Order statistics : applications , 1998 .

[18]  Subhash C. Kochar,et al.  STOCHASTIC COMPARISONS OF SPACINGS AND ORDER STATISTICS , 1998 .

[19]  Jean-Louis Bon,et al.  Ordering Properties of Convolutions of Exponential Random Variables , 1999, Lifetime data analysis.

[20]  Baha-Eldin Khaledi,et al.  Sample Range Some Stochastic Comparisons Results , 2000 .

[21]  Baha-Eldin Khaledi,et al.  Some new results on stochastic comparisons of parallel systems , 2000, Journal of Applied Probability.

[22]  Subhash C. Kochar,et al.  Stochastic Orderings among Order Statistics and Sample Spacings , 2002 .

[23]  J. C. Misra Uncertainty and optimality : probability, statistics and operations research , 2002 .

[24]  Mark A. McComb Comparison Methods for Stochastic Models and Risks , 2003, Technometrics.

[25]  H. N. Nagaraja,et al.  Order Statistics, Third Edition , 2005, Wiley Series in Probability and Statistics.

[26]  Sun Li-hong,et al.  Stochastic comparisons of order statistics from gamma distributions , 2005 .

[27]  Moshe Shaked,et al.  Stochastic Ordering of Order Statistics II , 2005 .

[28]  Subhash C. Kochar,et al.  Weibull distribution: Some stochastic comparisons results , 2006 .

[29]  Jean-Louis Bon,et al.  COMPARISON OF ORDER STATISTICS IN A RANDOM SEQUENCE TO THE SAME STATISTICS WITH I.I.D. VARIABLES , 2006 .

[30]  Narayanaswamy Balakrishnan,et al.  Permanents, Order Statistics, Outliers, and Robustness , 2007 .

[31]  Maochao Xu,et al.  Some Recent Results on Stochastic Comparisons and Dependence among Order Statistics in the Case of PHR Model , 2007 .

[32]  Maochao Xu,et al.  STOCHASTIC COMPARISONS OF PARALLEL SYSTEMS WHEN COMPONENTS HAVE PROPORTIONAL HAZARD RATES , 2007, Probability in the Engineering and Informational Sciences.

[33]  Stochastic Orders , 2008 .

[34]  Eugen Păltănea,et al.  On the comparison in hazard rate ordering of fail-safe systems , 2008 .

[35]  Peng Zhao,et al.  STOCHASTIC ORDER OF SAMPLE RANGE FROM HETEROGENEOUS EXPONENTIAL RANDOM VARIABLES , 2008, Probability in the Engineering and Informational Sciences.

[36]  Maochao Xu,et al.  Comparisons of Parallel Systems According to the Convex Transform Order , 2009, Journal of Applied Probability.

[37]  Characterization of MRL order of fail-safe systems with heterogeneous exponential components , 2009 .

[38]  Peng Zhao,et al.  Mean residual life order of convolutions of heterogeneous exponential random variables , 2009, J. Multivar. Anal..

[39]  Peng Zhao,et al.  Likelihood ratio order of the second order statistic from independent heterogeneous exponential random variables , 2009, J. Multivar. Anal..

[40]  Christian Genest,et al.  On the range of heterogeneous samples , 2009, J. Multivar. Anal..

[41]  Taizhong Hu,et al.  EQUIVALENT CHARACTERIZATIONS ON ORDERINGS OF ORDER STATISTICS AND SAMPLE RANGES , 2010, Probability in the Engineering and Informational Sciences.

[42]  Sui F. Joo,et al.  Some properties of hazard rate functions of systems with two components , 2010 .

[43]  Weiyong Ding,et al.  On hazard rate ordering of parallel systems with two independent components , 2010 .

[44]  S. Kochar,et al.  On the skewness of order statistics in multiple-outlier models , 2011 .

[45]  ON PARALLEL SYSTEMS WITH HETEROGENEOUS GAMMA COMPONENTS , 2011, Probability in the Engineering and Informational Sciences.

[46]  N. Balakrishnan,et al.  MRL ordering of parallel systems with two heterogeneous components , 2011 .

[47]  New results on comparisons of parallel systems with heterogeneous gamma components , 2011 .

[48]  Peng Zhao,et al.  Some characterization results for parallel systems with two heterogeneous exponential components , 2011 .

[49]  Taizhong Hu,et al.  ORDER STATISTICS FROM HETEROGENOUS NEGATIVE BINOMIAL RANDOM VARIABLES , 2011, Probability in the Engineering and Informational Sciences.

[50]  N. Balakrishnan,et al.  Dispersive ordering of fail-safe systems with heterogeneous exponential components , 2011 .

[51]  Baha-Eldin Khaledi,et al.  Stochastic comparisons of order statistics in the scale model , 2011 .

[52]  P. Zhao,et al.  Right Spread Order of the Second-Order Statistic from Heterogeneous Exponential Random Variables , 2011 .

[53]  N. Balakrishnan,et al.  STOCHASTIC COMPARISONS OF LARGEST ORDER STATISTICS FROM MULTIPLE-OUTLIER EXPONENTIAL MODELS , 2012, Probability in the Engineering and Informational Sciences.

[54]  Xinsheng Zhang,et al.  New results on stochastic comparison of order statistics from heterogeneous Weibull populations , 2012 .

[55]  N. Balakrishnan,et al.  LIKELIHOOD RATIO AND HAZARD RATE ORDERINGS OF THE MAXIMA IN TWO MULTIPLE-OUTLIER GEOMETRIC SAMPLES , 2012, Probability in the Engineering and Informational Sciences.

[56]  N. Balakrishnan,et al.  On the sample ranges from heterogeneous exponential variables , 2012, J. Multivar. Anal..

[57]  Peng Zhao,et al.  Hazard rate comparison of parallel systems with heterogeneous gamma components , 2013, J. Multivar. Anal..

[58]  Neeraj Misra,et al.  On comparison of reversed hazard rates of two parallel systems comprising of independent gamma components , 2013 .

[59]  Further results for parallel systems with two heterogeneous exponential components , 2013 .

[60]  P. Zhao,et al.  On the right spread ordering of parallel systems with two heterogeneous components , 2014 .