刘民千1998年于南开大学概率论与数理统计专业博士毕业，并于同年起任教于天津大学，2002年调入南开大学任教至今，2004年破格晋升教授，2005年获聘为博士生导师。入选第三批国家“万人计划”科技创新领军人才、 享受国务院政府特殊津贴专家、科技部中青年科技创新领军人才、教育部新世纪优秀人才、天津市中青年科技创新领军人才、天津市“131”创新型人才（第一层次）、天津市“131”创新型人才团队带头人、天津市人才发展特殊支持计划“高层次创新创业团队”团队负责人。曾任南开大学统计学系系主任(2008-2016)、中国现场统计研究会试验设计分会理事长(2009-2014)，现任教育部高等学校统计学类专业教学指导委员会委员、国际统计SCI期刊《Communications in Statistics》的Associate Editor、中文核心期刊《数理统计与管理》和《应用概率统计》编委、中国数学会均匀设计分会主任委员、天津市现场统计研究会理事长、中国现场统计研究会试验设计分会副理事长等。

刘民千长期从事数理统计研究，主要研究方向包括试验设计与数据分析、计算机试验的建模与优化、大数据统计分析等。现已在包括国内外统计学顶级期刊《Annals of Statistics》、《Biometrika》、《中国科学》在内的学术期刊上发表论文120余篇，其中SCI论文100余篇，合作出版中英文专著各1部、专业译著2部、专业教材1部；主持国防973子课题1项、国家自然科学基金重点项目子课题1项、国家自然科学基金面上项目5项、教育部高校博士点基金项目1项；曾获得教育部高等学校科学研究优秀成果奖(科学技术)自然科学奖二等奖、国家统计局全国统计科学研究优秀成果一等奖、二等奖、天津青年科技奖等多项省部级科研奖励；荣获过宝钢优秀教师、天津市优秀教师、天津市“五一”劳动奖章先进个人、天津市教育系统“教工先锋岗”先进个人等荣誉称号。

研究成果

    投稿/写作中论文

     12. Wang, L., Xu, H. and Liu, M. Q. (2017). Fractional factorial designs for Fourier-cosine models. Manuscript.

     11. Cao, R. Y., Lin, D. K. J. and Liu, M. Q. (2017). Construction of nearly orthogonal array based Latin hypercube designs. Manuscript.

     10. Liu, H. Y., Sun, F. S., Lin, D. K. J. and Liu, M. Q. (2020). Space-filling designs with orthogonality. Manuscript.

     9. Li, W. L., Liu, M. Q.  and Tang, B. (2020). A systematic construction of compromise designs under baseline parameterization. Submitted on Sep. 2, 2020.

     8. Sheng, C., Yang, J. Y. and Liu, M. Q. (2020). A new rotation method for constructing orthogonal Latin hypercube designs. Submitted on Aug. 30, 2020.

     7. Wang, C. Y., Yang, J. Y. and Liu, M. Q. (2020). Construction of space-filling orthogonal designs. Submitted on June 19, 2020. In revision.

     6. Li, W. L., Liu, M. Q. and Yang, J. F. (2020). Construction of column-orthogonal strong orthogonal arrays. Submitted on June 30, 2020. In revision.

     5. Wang, C. Y., Yang, J. Y. and Liu, M. Q. (2020). Construction of strong group-orthogonal arrays. In revision.

     4. Pang, S. Q., Wang, J., Lin, D. K. J. and Liu, M. Q. (2020). Construction of mixed orthogonal arrays with high strength. Revision submitted on June 9, 2020.

     3. Li, W. L., Guo, B., Huang, H. Z. and Liu, M. Q. (2020). Semifoldover plans for three-level orthogonal arrays with quantitative factors. Revision submitted on Aug. 26, 2020.

     2. Li, W. L., Liu, M. Q.  and Tang, B. (2020). A method of constructing maximin distance designs. Revision submitted on Aug. 23, 2020.

     1. Li, W. L., Liu, M. Q. and Yang, J. F. (2020). Column-orthogonal nearly strong orthogonal arrays. Revision submitted on Apr. 26, 2020.

    已发表及接受发表论文

    2020+

    122. Chen, H., Yang, J. Y. and  Liu, M. Q. (2020+). Construction of branching Latin hypercube designs. Acta Mathematica Scientia, accepted on May 19, 2020. [全文] [SCI]

    121. Zhao, Y. N., Lin, D. K. J. and Liu, M. Q. (2020+). Designs for order of addition experiments. Journal of Applied Statistics, accepted on July 22, 2020; published online Aug. 5, 2020. [全文] [SCI]

    120. Yang, L. Q., Zhou, Y. D. and Liu, M. Q.  (2020+). Maximin distance designs based on densest packings. Metrika, accepted on June 24, 2020; published online July 9, 2020. [全文] [SCI].

    119. Li, M., Liu, M. Q., Sun, F. S. and Zhang, D. (2020+). Construction of optimal supersaturated designs via generalized Hadamard matrices. Comm. Statist. Theory Methods, accepted on May 28, 2020; published online June 15, 2020. [全文] [SCI]

    118. Yang, X., Yang, J. F., Liu, M. Q. and Zhou, Q. (2020+). Column-orthogonal designs with multi-dimensional stratifications. Sci. China Math., accepted on Jan. 21, 2020; published online Feb. 25, 2020. [全文] [SCI]

    117. Zhou, W. P., Yang, J. Y. and Liu, M. Q.  (2020+). Construction of orthogonal marginally coupled designs. Statist. Papers, accepted on Dec. 30, 2019; available online Jan. 9, 2020. [全文] [SCI]

    116. Huang, H. Z., Yu, H. S., Liu, M. Q. and Wu, D. H. (2020+). Construction of uniform designs and complex-structured uniform designs via Partitionable t-Designs. Statist. Sinica, accepted on Dec. 1, 2019; published online Dec. 27, 2019. [全文] [SCI]

    115. Yuan, R., Guo, B. and Liu, M. Q. (2020+). Flexible sliced Latin hypercube designs with slices of different sizes. Statist. Papers, accepted on July 11, 2019; published online July 18, 2019. [全文] [SCI]

    114. Li, M., Liu, M. Q., Wang, X. L. and Zhou, Y. D. (2020). Prediction for computer experiments with both quantitative and qualitative factors. Statist. Probab. Lett. 165 ( in progress). [全文] [SCI]

    113. Han, X. X., Chen, J. B., Liu, M. Q. and Zhao, S. L. (2020). Asymmetrical split-plot designs with clear effects. Metrika 83(7), 779-798. [全文] [SCI]

    112. 贺平, 林共进, 刘民千, 许青松, 周永道. (2020). 均匀设计理论与应用. 中国科学: 数学 50(5), 561-570. [全文]

    111. Liu, M. Q., Lin, D. K. J. and Zhou, Y. D. (2020). The contribution to experimental designs by Kai-Tai Fang, in: J. Fan and J. Pan (eds.), Contemporary Design of Experiments, Multivariate Analysis and Data Mining.  Springer, Cham, 21-35. [全文]

    110. Guo, B., Chen, X. P. and Liu, M. Q. (2020). Construction of Latin hypercube designs with nested and sliced structures. Statist. Papers 61, 727-740. [全文] [SCI]

    109. Zhou, W. P., Yang, J. F. and Liu, M. Q.  (2020). Optimal maximin L2-distance Latin hypercube designs. J. Statist. Plann. Inference 207, 113-122. [全文] [SCI]

    108. Huang, H. Z., Lin, D. K. J., Liu, M. Q. and Zhang, Q. Z. (2020). Variable selection for kriging in computer experiments.  J. Qual. Technol. 52(1), 40-53. [全文] [SCI、EI]

    107. Zhang, X. R., Liu, M. Q. and Zhou, Y. D. (2020). Orthogonal uniform composite designs. J. Statist. Plann. Inference 206, 100-110. [全文] [Supplementary material] [SCI]

    106. Han, X. X., Liu, M. Q., Yang, J. F. and Zhao, S. L. (2020). Mixed 2- and 2r-level fractional factorial split-plot designs with clear effects. J. Statist. Plann. Inference 204, 206-216. [全文] [SCI]

    2019

    105. Chen, H., Yang, J. Y., Lin, D. K. J. and Liu, M. Q. (2019). Sliced Latin hypercube designs with both branching and nested factors. Statist. Probab. Lett. 146, 124-131. [全文] [SCI]

    104. Zhang, Q. Z., Dai, H. S., Liu, M. Q. and Wang, Y. (2019). A method for augmenting supersaturated designs. J. Statist. Plann. Inference 199, 207-218. [全文] [SCI]

    2018

    103. Wang, L., Sun, F. S., Lin, D. K. J. and Liu, M. Q. (2018). Construction of orthogonal symmetric Latin hypercube designs. Statist. Sinica 28, 1503-1520. [全文] [SCI]

    102. Zhao, Y. N., Zhao, S. L. and Liu, M. Q. (2018). On construction of optimal two-level designs with multi block variables. J. Syst. Sci. Complex. 31, 773-786. [全文] [SCI]

    101. Chen, X. P., Guo, B., Liu, M. Q. and Wang, X. L. (2018). Robustness of orthogonal-array based composite designs to missing data. J. Statist. Plann. Inference 194, 15-24. [全文] [SCI]

    2017

    100. Qi, Z. F., Yang, J. F., Liu, Y. and Liu, M. Q. (2017). Construction of nearly uniform designs on irregular regions. Comm. Statist. Theory Methods 46(17), 8318-8327. [全文] [SCI、EI]

    99. Wang, X. L., Zhao, Y. N., Yang, J. F. and Liu, M. Q. (2017). Construction of (nearly) orthogonal sliced Latin hypercube designs. Statist. Probab. Lett. 125, 174-180. [全文] [SCI]

    98. Yuan, R., Lin, D. K. J. and Liu, M. Q. (2017). Nearly column-orthogonal designs based on leave-one-out good lattice point sets. J. Statist. Plann. Inference 185, 29-40. [全文] [SCI]

    97. Huang, H. Z., Zhou, S. S., Liu, M. Q. and Qi, Z. F. (2017). Acceleration of the stochastic search variable selection via componentwise Gibbs sampling. Metrika 80, 289-308. [全文] [SCI]

    2016

    96. Huang, H. Z., Lin, D. K. J., Liu, M. Q. and Yang, J. F. (2016). Computer experiments with both qualitative and quantitative variables.  Technometrics 58(4), 495-507. [全文] [SCI、EI]

    95. Chen, H., Huang, H. Z., Lin, D. K. J. and Liu, M. Q. (2016). Uniform sliced Latin hypercube designs. Applied Stochastic Models in Business and Industry 32(5), 574-584. [全文] [SCI、EI]

    94. Yang, X., Yang, J. F., Lin, D. K. J. and Liu, M. Q. (2016). A new class of nested (nearly) orthogonal Latin hypercube designs. Statist. Sinica 26(3), 1249-1267. [全文] [SCI]

    93. Liu, Y. and Liu, M. Q. (2016). Construction of uniform designs for mixture experiments with complex constraints. Comm. Statist. Theory Methods 45(8), 2172-2180. [全文] [SCI、EI]

    92. Yang, J. Y., Chen, H., Lin, D. K. J. and Liu, M. Q. (2016). Construction of sliced maximin-orthogonal Latin hypercube designs. Statist. Sinica 26(2), 589-603. [全文] [SCI]

    91. Zhao, Y. N., Zhao, S. L. and Liu, M. Q. (2016). A theory on constructing blocked two-level designs with general minimum lower order confounding. Front. Math. China 11(1), 207-235. [全文] [SCI]

    2015

    90. Chen, H. and Liu, M. Q. (2015). Nested Latin hypercube designs with sliced structures. Comm. Statist. Theory Methods 44(22), 4721-4733.  [全文] [SCI、EI]

    89. Liu, H. Y. and Liu, M. Q. (2015). Column-orthogonal strong orthogonal arrays and sliced strong orthogonal arrays. Statist. Sinica 25(4), 1713-1734. [全文] [SCI]

    88. Wang, L., Yang, J. F., Lin, D. K. J. and Liu, M. Q. (2015). Nearly orthogonal Latin hypercube designs for many design columns. Statist. Sinica 25(4), 1599-1612. [全文] [Supplement] [SCI]

    87. Cao, R. Y. and Liu, M. Q. (2015). Construction of second-order orthogonal sliced Latin hypercube designs. J. Complexity 31(5), 762–772. [全文] [SCI、EI]

    86. Efthimiou, I., Georgiou, S.D. and Liu, M. Q. (2015). Construction of nearly orthogonal Latin hypercube designs. Metrika 78(1), 45-57.  [全文] [SCI]

    2014

    85. Georgiou, S.D., Koukouvinos, C. and Liu, M. Q. (2014). U-type and column-orthogonal designs for computer experiments. Metrika 77(8), 1057-1073. [全文] [SCI]

    84. Yang, X., Chen, H. and Liu, M. Q. (2014). Resolvable orthogonal array-based uniform sliced Latin hypercube designs. Statist. Probab. Lett. 93, 108-115. [全文] [SCI]

    83. Yang, J. Y., Lin, D. K. J. and Liu, M. Q. (2014). Construction of minimal-point mixed-level screening designs using conference matrices. J. Qual. Technol. 46(3), 251-264. [全文] [SCI、EI]

    82. Sun, F. S., Liu, M. Q. and Qian, P. Z. G. (2014). On the construction of nested space-filling designs. Annals of Statistics 42(4), 1394-1425. [全文] [SCI]

    81. Yin, Y. H., Lin, D. K. J. and  Liu, M. Q. (2014). Sliced Latin hypercube designs via orthogonal arrays. J. Statist. Plann. Inference 149, 162-171. [全文] [SCI]

    80. Huang, H. Z., Yang, J. F. and Liu, M. Q. (2014). Construction of sliced (nearly) orthogonal Latin hypercube designs. J. Complexity 30(3), 355-365. [全文] [SCI、EI]

    79. Huang, H. Z., Yang, J. Y. and Liu, M. Q. (2014). Functionally induced priors for componentwise Gibbs sampler in the analysis of supersaturated designs. Comput. Statist. Data Anal. 72, 1-12.[全文] [SCI、EI]

    78. Yang, J. Y., Liu, M. Q. and Lin, D. K. J. (2014). Construction of nested orthogonal Latin hypercube designs. Statist. Sinica 24(1), 211-219. [全文] [SCI]

    2013

    77. Yang, J. F., Zhang, R. C. and Liu, M. Q. (2013). Construction of optimal blocking schemes for robust parameter designs. Acta Math. Sci. (Series B) 33, 1431-1438. [全文] [SCI]

    76. Chen, J., Liu, M. Q., Fang, K. T. and Zhang, D. (2013). A cyclic construction of saturated and supersaturated designs. J. Statist. Plann. Inference 143,  2121-2127. [全文] [SCI]

    75. Zhao, S. L., Li, P. F. and Liu, M. Q. (2013). On blocked resolution IV designs containing clear two-factor interactions.  J. Complexity 29, 389–395. [全文] [SCI、EI]

    74. Yin, Y. H., Zhang, Q. Z. and Liu, M. Q. (2013). A two-stage variable selection strategy for supersaturated designs with multiple responses. Front. Math. China 8(3), 717-730. [全文] [SCI]

    73. Liu, Y. and Liu, M. Q. (2013). Construction of supersaturated design with large number of factors by the complementary design method. Acta Math. Appl. Sinica (English Ser.) 29, 253-262. [全文] [SCI]

    72. Yin, Y. H. and Liu, M. Q. (2013). Orthogonal Latin hypercube designs for Fourier-polynomial models. J. Statist. Plann. Inference 143, 307–314. [全文] [SCI]

    71. Sun, F. S., Yin, Y. H. and Liu, M. Q. (2013). Construction of nested space-filling designs using difference matrices. J. Statist. Plann. Inference 143, 160–166. [全文] [SCI]

    2012

    70. Zi, X. M., Zhang, R. C. and Liu, M. Q. (2012). On optimal two-level nonregular factorial split-plot designs. J. Complexity 28, 459-467. [全文] [SCI、EI]

    69. Huang, C., Lin, D. K. J. and Liu, M. Q. (2012). An optimality criterion for supersaturated designs with quantitative factors. J. Statist. Plann. Inference 142, 1780-1788. [全文] [SCI]

    68. Liu, Y. and Liu, M. Q. (2012). Construction of equidistant and weak equidistant supersaturated designs. Metrika 75(1), 33-53. [全文] [SCI]

    67. Pang, F. and Liu, M. Q. (2012). A note on connections among criteria for asymmetrical factorials. Metrika 75(1), 23-32. [全文] [SCI]

    66. Yang, J. Y. and Liu, M. Q. (2012). Construction of orthogonal and nearly orthogonal Latin hypercube designs from orthogonal designs. Statist. Sinica 22(1), 433-442. [全文] [SCI]

    2011

    65. Sun, F. S., Pang, F. and Liu, M. Q. (2011). Construction of column-orthogonal designs for computer experiments. Sci. China Math. 54(12), 2683-2692. [全文] [SCI]

    64. Chen, J. and Liu, M. Q. (2011). Some theory for constructing general minimum lower order confounding designs. Statist. Sinica 21(4), 1541-1555. [全文] [SCI]

    63. Pang, F. and Liu, M. Q. (2011). Geometric isomorphism check for symmetric factorial designs. J. Complexity 27, 441-448. [全文] [SCI、EI]

    62. Liu, Y., Yang, J. F. and Liu, M. Q. (2011). Isomorphism check in fractional factorial designs via letter interaction pattern matrix. J. Statist. Plann. Inference 141, 3055-3062. [全文] [SCI]

    61. Sun, F. S.,  Lin, D. K. J. and Liu, M. Q. (2011). On construction of optimal mixed-level supersaturated designs. Annals of Statistics 39(2), 1310-1333. [全文] [SCI]

    60. Sun, F. S., Chen, J. and Liu, M. Q. (2011). Connections between uniformity and aberration in general multi-level factorials. Metrika 73(3), 305-315. [全文] [SCI]

    59. Liu, Y. and Liu, M. Q. (2011). Construction of optimal supersaturated design with large number of levels. J. Statist. Plann. Inference 141, 2035-2043. [全文] [SCI]

    2010

    58. Yang, J. F., Sun, F. S., Lin, D. K. J. and Liu, M. Q. (2010). A study on design uniformity under errors in the level values. Statist. Probab. Lett. 80, 1467-1471. [全文] [SCI]

    57. Sun, F. S., Liu, M. Q. and Lin, D. K. J. (2010). Construction of orthogonal Latin hypercube designs with flexible run sizes. J. Statist. Plann. Inference 140, 3236-3242. [全文] [SCI]

    56. Pang, F. and Liu, M. Q. (2010). Indicator function based on complex contrasts and its application in general factorial designs. J. Statist. Plann. Inference 140, 189-197. [全文] [SCI]

    2009

    55. Sun, F. S., Liu, M. Q. and Lin, D. K. J. (2009). Construction of orthogonal Latin hypercube designs. Biometrika 96(4), 971-974. [全文] [SCI]

    54. Yang, J. F., Liu, M. Q. and Zhang, R. C. (2009). Some results on fractional factorial split-plot designs with multi-level factors. Comm. Statist. Theory Methods 38(20),3623-3633. [全文] [SCI、EI]

    53. Pang, F., Liu, M. Q. and Lin, D. K. J. (2009). A construction method for orthogonal Latin hypercube designs with prime power levels. Statist. Sinica 19(4), 1721-1728. [全文] [SCI]

    52. Liu, M. Q. and Cai, Z. Y. (2009). Construction of mixed-level supersaturated designs by the substitution method. Statist. Sinica 19(4), 1705-1719. [全文] [SCI]

    51. 孙法省, 刘民千 (2009). 具有边界条件线性假设的检验问题. 南开大学学报(自然科学版) 42(3), 86-90. [全文]

    50. Liu, M. Q. and Zhang, L. (2009). An algorithm for constructing mixed-level k-circulant supersaturated designs. Comput. Statist. Data Anal. 53, 2465-2470. [全文] [SCI、EI]

    49. Liu, M. Q. and Lin, D. K. J. (2009). Construction of optimal mixed-level supersaturated designs. Statist. Sinica 19(1), 197-211. [全文] [SCI]

    48. Sun, F. S., Liu, M. Q. and Hao, W. R. (2009). An algorithmic approach to finding factorial designs with generalized minimum aberration. J. Complexity 25, 75-84. [全文] [SCI、EI]

    2008

    47. Chen, J. and Liu, M. Q. (2008). Optimal mixed-level supersaturated design with general number of runs. Statist. Probab. Lett. 78, 2496-2502. [全文] [SCI]

    46. Chen, J. and Liu, M. Q. (2008). Optimal mixed-level k-circulant supersaturated designs. J. Statist. Plann. Inference 138, 4151-4157. [全文] [SCI]

    45. Nguyen, N. K. and Liu, M. Q. (2008). An algorithmic approach to constructing mixed-level orthogonal and near-orthogonal arrays. Comput. Statist. Data Anal. 52, 5269-5276. [全文] [SCI、EI]

    44. Zhao, S. L., Zhang, R. C. and Liu, M. Q. (2008). Some results on 4m2n designs with clear two-factor interaction components. Sci. China Ser. A 51(7): 1297-1314. [全文] [SCI]
    (赵胜利, 张润楚, 刘民千 (2007). 含有纯净两因子交互作用成分的4m2n设计的某些结果. 中国科学A辑 37(3), 323-340. [全文])

    2007

    43. 孙法省, 刘民千 (2007). 因子平方和的正交对照分解及其应用. 应用数学学报 30(4), 757-765. [全文]

    42. Yang, J. F., Zhang, R. C. and Liu, M. Q. (2007). Construction of fractional factorial split-plot designs with weak minimum aberration. Statist. Probab. Lett. 77(15), 1567-1573. [全文] [SCI]

    41. Liu, Y. K., Liu, M. Q. and Zhang, R. C. (2007). Construction of multi-level supersaturated design via Kronecker product. J. Statist. Plann. Inference 137(9), 2984-2992. [全文] [SCI]

    40. Li, P. F., Liu, M. Q. and Zhang, R. C. (2007). 2m41 designs with minimum aberration or weak minimum aberration. Statist. Papers 48(2), 235-248. [全文] [SCI]

    39. Zhang, Q. Z., Zhang, R. C. and Liu, M. Q. (2007). A method for screening active effects in supersaturated designs. J. Statist. Plann. Inference 137(6), 2068-2079. [全文] [SCI]

    38. Zi, X. M., Liu, M. Q. and Zhang, R. C. (2007). Asymmetrical factorial designs containing clear effects. Metrika 65(1), 123-131. [全文] [SCI]

    2006

    37. Yang, G. J., Liu, M. Q. and Zhang, R. C. (2006). A note on 2IVm-p designs with the maximum number of clear two-factor interactions. Acta Math. Sci. 26A(7), 1153-1158. [全文]

    36. Zi, X. M., Zhang, R. C. and Liu, M. Q. (2006). Bounds on the maximum numbers of clear two-factor interactions for 2(n1+n2)-(k1+k2) fractional factorial split-plot designs. Sci. China Ser. A 49(12), 1816-1829. [全文] [SCI、EI]
    (訾雪旻, 张润楚, 刘民千 (2006). 2(n1+n2)-(k1+k2)部分因析裂区设计中纯净两因子交互效应的最大数目的界. 中国科学A辑 36(12), 1389-1403. [全文])

    35. Liu, M. Q. and Fang, K. T. (2006). A case study in the application of supersaturated designs to computer experiments. Acta Math. Sci. 26B(4), 595-602. [全文] [SCI]

    34. Liu, M. Q., Fang, K. T. and Hickernell, F. J. (2006). Connections among different criteria for asymmetrical fractional factorial designs. Statist. Sinica 16(4), 1285-1297. [全文] [SCI]

    33. Yang, J. F., Li, P. F., Liu, M. Q. and Zhang, R. C. (2006). 2(n1+n2)-(k1+k2) fractional factorial split-plot designs containing clear effects. J. Statist. Plann. Inference 136(12), 4450-4458. [全文] [SCI]

    32. Chen, B. J., Li, P. F., Liu, M. Q. and Zhang, R. C. (2006). Some results on blocked regular 2-level factorial designs with clear effects. J. Statist. Plann. Inference 136(12), 4436-4449. [全文] [SCI]

    31. Yang, G. J. and Liu, M. Q. (2006). A note on the lower bounds on maximum number of clear two-factor interactions for 2IIIm-p and 2IVm-p designs. Comm. Statist. Theory Methods 35(5), 849-860. [全文] [SCI、EI]

    30. Liu, M. Q. and Hickernell, F. J. (2006). The relationship between discrepancies defined on a domain and on its subset. Metrika 63(3), 317-327. [全文] [SCI]

    29. Li, P. F., Chen, B. J., Liu, M. Q. and Zhang, R. C. (2006). A note on minimum aberration and clear criteria. Statist. Probab. Lett. 76, 1007-1011. [全文] [SCI]

    2005

    28. Yang, G. J., Liu, M. Q. and Zhang, R. C. (2005). Weak minimum aberration and maximum number of clear two-factor interactions in 2IVm-p designs. Sci. China Ser. A 48(11), 1479-1487. [全文] [SCI、EI]
    (杨贵军, 刘民千, 张润楚 (2005). 2IVm-p设计的弱最小低阶混杂与最多纯净两因子交互效应. 中国科学A辑 35(9), 1071-1080. [全文])

    27. Li, P. F., Liu, M. Q. and Zhang, R. C. (2005). Choice of optimal initial designs in sequential experiments. Metrika 61(2), 127-135. [全文] [SCI]

    26. Liu, M. Q. and Fang, K. T. (2005). Some results on resolvable incomplete block designs. Sci. China Ser. A 48(4), 503-512. [全文] [SCI、EI]
    (刘民千, 方开泰 (2005). 可分解不完全区组设计的若干结果. 中国科学A辑 35 (2), 162-171. [全文])

    25. Liu, M. Q., Qin, H. and Xie, M. Y. (2005). Discrete discrepancy and its application in experimental design, in: J. Q. Fan and G. Li (eds.), Contemporary Multivariate Analysis and Experimental Designs, World Scientific Publishing, 227-241. [全文]

    24. 杨贵军, 刘民千 (2005). 一类包含最大数量纯净两因子交互效应的2IVm-p最小低阶混杂设计. 应用数学学报 28(1), 143-150. [全文]

    2004

    23. Fang, K. T., Ge, G. N., Liu, M. Q. and Qin, H. (2004). Construction of uniform designs via super-simple resolvable t-designs. Util. Math. 66, 15-32. [全文] [SCI]

    22. Li, P. F., Liu, M. Q. and Zhang, R. C. (2004). Some theory and the construction of mixed-level supersaturated designs. Statist. Probab. Lett. 69(1), 105-116. [全文] [SCI]

    21. Liu, M. Q. and Chan, L. Y. (2004). Uniformity of incomplete block designs. Int. J. Materials and Product Technology 20(1-3), 143-149. [全文] [SCI、EI]

    20. Fang, K. T., Ge, G. N. and Liu, M. Q. (2004). Construction of optimal supersaturated designs by the packing method. Sci. China Ser. A 47(1), 128-143. [全文] [SCI、EI]
    (方开泰, 葛根年, 刘民千 (2003). 用填充方法构造最优超饱和设计. 中国科学A辑 33(5), 446-458. [全文] )

    19. Fang, K. T., Ge, G. N., Liu, M. Q. and Qin, H. (2004). Combinatorial constructions for optimal supersaturated designs. Discrete Math. 279, 191-202. [全文] [SCI、EI]

    2002-2003

    18. Fang, K. T., Lin, D. K. J. and Liu, M. Q. (2003). Optimal mixed-level supersaturated design. Metrika 58(3), 279-291. [全文] [SCI]

    17. Fang, K. T., Ge, G. N., Liu, M. Q. and Qin, H. (2003). Construction of minimum generalized aberration designs. Metrika 57(1), 37-50. [全文] [SCI]

    16. Fang, K. T., Ge, G. N. and Liu, M. Q. (2002b). Uniform supersaturated design and its construction. Sci. China Ser. A 45(8), 1080-1088. [全文] [SCI、EI]

    15. Fang, K. T., Ge, G. N. and Liu, M. Q. (2002a). Construction of E(fNOD)-optimal supersaturated designs via Room squares. Calcutta Statist. Assoc. Bull. 52, 71-84. [全文]

    14. Hickernell, F. J. and Liu, M. Q. (2002). Uniform designs limit aliasing. Biometrika 89(4), 893-904. [全文] [SCI]

    13. Liu, M. Q. and Hickernell, F. J. (2002). E(s2)-optimality and minimum discrepancy in 2-level supersaturated designs. Statist. Sinica 12(3), 931-939. [全文] [SCI]

    12. Liu, M. Q. (2002). Using discrepancy to evaluate fractional factorial designs, in: K. T. Fang, F. J. Hickernell, and H. Niederreiter (eds.), Monte Carlo and Quasi-Monte Carlo Methods 2000, Springer-Verlag, Berlin, 357-368. [全文]

    11. 刘民千, 戴瑛 (2002). 一类新的16次试验的超饱和设计. 数学物理学报 22A(1), 71-76. [全文]

    2000-2001

    10. 刘民千, 张润楚 (2001). 混合水平因子超饱和设计的构造方法. 应用概率统计 17, 367-375. [全文]

      9. 叶扶德, 刘民千, 任朝宇 (2000). 均匀性的偏差度量. 中国统计学报 38(4), 353-373. [全文]

      8. 刘民千, 张润楚 (2000e). 超饱和设计的变量选择. 南开大学学报（自然科学版） 33(3), 13-16. [全文]

      7. Liu, M. Q. and Zhang, R. C. (2000d). Computation of the E(s2) values of some E(s2) optimal supersaturated designs. Acta Math. Sci. 20B(4), 558-562. [全文]

      6. Liu, M. Q. and Zhang, R. C. (2000c). Construction of E(s2) optimal supersaturated designs using cyclic BIBDs. J. Statist. Plann. Inference 91, 139-150. [全文] [SCI]

      5. 刘民千, 张润楚 (2000b). 一种构造三水平因子超饱和设计的准则和算法. 应用数学学报 23(2), 161-171. [全文]

      4. 刘民千, 张润楚 (2000a). 一种构造E(s2)最优超饱和设计的方法. 应用数学学报 23(1), 1-14. [全文]

    1997-1998

      3. 刘民千, 张润楚 (1998). E(s2)最优超饱和设计与BIB设计的对等关系. 科学通报 43(19), 2053-2056. [全文]

      2. 刘民千, 王兆军 (1998). 避免某些组合的MA设计的产生. 南开大学学报（自然科学版）31(3), 31-34. [全文]

      1. 刘民千 (1997). 有错检查估计的一种抽样方案. 南开大学学报（自然科学版）30(4), 36-45. [全文]

    出版书籍

      6. 方开泰, 刘民千, 覃红, 周永道 (2019). 均匀试验设计的理论和应用. 科学出版社.

      5.  Fang, K. T., Liu, M. Q., Qin, H. and Zhou, Y. D. (2018). Theory and Application of Uniform Experimental Designs, Springer and Science Press, Singapore and Beijing.

      4. 方开泰, 刘民千, 周永道 (2011). 试验设计与建模, 高等教育出版社.

      3. 方开泰, 刘民千 (2010). 试验设计和建模—计算机试验及模型未知的试验, 现代统计研究基础 第13章 (王启华, 史宁中, 耿直主编), 科学出版社.

      2. 张润楚, 刘民千, 杨建峰, 李鹏, 刘玉坤译 (2009). 试验应用统计—设计、创新和发现, 机械工业出版社 (Box, G. E. P., Hunter, J. S. and Hunter, W. G. (2005). Statistics for Experimenters: Design, Innovation, and Discovery (2nd ed.), John Wiley & Sons).

      1. 王兆军, 刘民千, 邹长亮, 杨建峰译 (2009). 计算统计, 人民邮电出版社 (Givens, G. H. and Hoeting, J. A. (2005). Computational Statistics, John Wiley & Sons).

    其它

      6. Pang, F.,  Liu, M. Q. and Lin, D. K. J. (2007). A construction method for orthogonal Latin hypercube designs with prime power levels, 中国数学会均匀设计分会2007年学术交流会论文集, 2007年8月18-20日, 北京, pp. 6-19.

      5. Chen, J. and Liu, M. Q. (2007). Optimal mixed-level k-circulant supersaturated designs, 中国数学会均匀设计分会2007年学术交流会论文集, 2007年8月18-20日, 北京, pp. 20-32.

      4. 孙法省, 刘民千 (2007). 因子平方和的正交对照分解及其应用, 中国数学会均匀设计分会2007 年学术交流会论文集, 2007年8月18-20日, 北京, pp. 126-138.

      3. Yang, J. F., Li, P. F., Liu, M. Q. and Zhang, R. C. (2005). 2(n1+n2)-(k1+k2) fractional factorial split-plot designs containing clear effects, 2005国际均匀设计学术研讨会论文集, 2005年8月19-22日, 湖南吉首, pp. 38-52.

      2. 刘民千, 方开泰 (2003). 均匀超饱和设计在计算机试验中的应用, 2003均匀试验设计研讨会论文集, 2003年11月2-5日, 深圳, pp. 45-52.

      1. 刘民千  (1998). 超饱和设计的构造. 南开大学博士毕业(学位)论文.

 学术报告

     邀请报告

        2019年12月13日, 统计试验设计及其应用, 山东师范大学数学与统计学院 & 曲阜师范大学统计学院.

        2019年11月21日, 大数据、云计算背景下统计改革与创新, 天津大学远程与继续教育学院.

        2019年7月1-4日, Some advances in orthogonal Latin hypercube designs, 2019泛华统计协会中国会议, 天津南开大学.

        2019年5月7日,  Orthogonal uniform composite designs, 曲阜师范大学统计学院.

        2019年4月12日, 无所不在的统计学, 青岛大学数学与统计学院.

        2019年3月14日, Designs for order-of-addition experiments, 山东师范大学数学与统计学院.

        2018年11月5日, Designs for order-of-addition experiments, 同济大学数学科学学院

        2018年10月12-14日, Some recent advances in designs for computer experiments, 2018全国试验设计与统计科学研讨会, 北京理工大学.

        2018年6月10日, Construction of orthogonal symmetric Latin hypercube designs, 天津财经大学理工学院统计学系、中国经济统计研究中心.

        2018年5月12日, Construction of orthogonal symmetric Latin hypercube designs,  广州大学经济与统计学院.

        2017年12月18日, Construction of orthogonal symmetric Latin hypercube designs,  曲阜师范大学统计学院.

        2017年12月8日, Design for order of addition experiment, 上海师范大学数理学院.

        2017年11月15日, Minimal-point design for order of addition experiment, 山东大学金融研究院.

        2017年10月18日, Minimal-point design for order of addition experiment, 中国人民大学统计与大数据研究院.

        2017年10月16日, 无所不在的统计学, 南开大学数学科学学院.

        2017年3月10-12日, Nearly column-orthogonal designs based on leave-one-out good lattice point sets, 试验设计方法与应用学术研讨会, 南方科技大学数学系, 广东深圳.

        2016年12月15-17日, Nearly column-orthogonal designs based on leave-one-out good lattice point sets,  Conference on Experimental Design and Analysis 2016, 中研院统计所.

        2016年8月17-19日, 计算机试验的某些新进展,  2016年中国工程概率统计学会代表大会暨学术年会,  河北石家庄.

        2015年12月11日, Computer experiments with both qualitative and quantitative variables,  厦门大学经济学院、厦门大学王亚南经济研究院.

        2015年11月27-29日, 计算机试验的某些新进展 (35分钟大会主题报告), 全国工业统计学教学研究会第八届会员代表大会暨换届大会(调整增补), 江西财经大学，江西南昌.

        2015年7月1-4日, Orthogonal symmetric Latin hypercube designs, 2015 IMS-China International Conference on Statistics and Probability, 云南昆明.

        2015年6月18-21日, Computer experiments with both qualitative and quantitative variables (1小时邀请报告), Frontiers in Industrial Statistics, 南开大学.

        2015年5月25-28日, Professor Kai-Tai Fang's Contributions to Uniform Designs (30分钟大会特邀报告), The 24th International Workshop on Matrices and Statistics, 海南师范大学, 海南海口.

        2015年4月17日, 无所不在的统计学, 天津财经大学理工学院.

        2014年12月20日, Computer experiments with both qualitative and quantitative variables, 中国现场统计研究会常务理事扩大会暨2014年北京工业大学统计前沿研讨会, 北京工业大学.

        2014年12月15日, Recent advances in orthogonal Latin hypercube designs, 上海师范大学数理学院.

        2014年12月15日, Computer experiments with both qualitative and quantitative variables, 华东师范大学金融与统计学院.

        2014年11月28日, Orthogonal Latin hypercube designs, 首都师范大学2014年统计学前沿学术研讨会, 首都师范大学.

        2013年6月30-7月4日, Nested orthogonal Latin hypercube designs, 国际数理统计学会-西南财经大学概率统计学国际研讨会, 四川成都.

        2012年7月22-25日, 计算机试验的新进展 (45分钟大会特邀报告), 2012年统计与管理科学国际学术会议, 安徽黄山.

        2012年7月1-4日, Construction of nested orthogonal Latin hypercube designs, The 2nd Institute of Mathematical Statistics Asia Pacific Rim Meeting (ims APRM2012), Tsukuba International Congress Center, Japan.

        2012年5月6日, 超饱和设计新进展 (40分钟大会特邀报告), 第十六届京津地区青年概率统计学术研讨会, 首都师范大学.

        2011年12月16日, 试验设计的某些新进展, 中山大学数学与计算科学学院, 广州.

        2011年11月18-20日, Nested space-filling designs, 2011全国试验设计学术研讨会, 上海师范大学.

        2011年11月15日, 试验设计的某些新进展, 西南交通大学数学学院, 四川成都.

        2011年11月13-17日, Computer experiments with multiple levels of accuracy (40分钟邀请报告), 中国数学会第十一次全国会员代表大会暨2011学术年会, 四川大学.

        2011年9月23-25日, Recent advances in nested space-filling designs, 2011统计与管理科学国际学术会议, 重庆理工大学.

        2011年6月25日, Construction of nested space-filling designs (with Fasheng Sun and Yuhui Yin), 2011统计学发展与学术研讨会暨数学科学学院统计学系成立典礼, 首都师范大学数学科学学院.

        2011年1月7-9日, On construction of optimal mixed-level supersaturated designs (with F. S. Sun and D. K. J. Lin), 2011年统计Workshop, 中科院数学与系统科学研究院、首都经贸大学统计学院.

        2010年12月17-18日, Construction of nested space-filling designs with two levels of accuracy using difference matrices (with Fasheng Sun and Yuhui Yin), The International Workshop on Experimental Designs, 广州大学.

        2010年10月22-25日, Latin hypercube designs for computer experiments (with D. K. J. Lin, F. S. Sun, F. Pang and J. Y. Yang), 第九届全国概率统计会议, 天津南开大学.

        2009年12月17-18日, Recent constructions of mixed-level supersaturated designs, 2009年统计Workshop, 北京中科院数学与系统科学研究院.

        2009年10月30日-11月1日, .Recent advances in  supersaturated  designs, 第二届中国``试验设计与质量改进''会议, 河南许昌学院.

        2009年7月13-17日, Construction of orthogonal Latin hypercube designs (with  F. S. Sun and D. K. J. Lin), 中国数学会均匀设计分会第十届学术研讨会暨2009西安应用统计学术研讨会, 陕西西安财经学院.

        2008年12月20-21日, Two construction methods for orthogonal Latin hypercube designs (with D. K. J. Lin, F. Pang and F. S. Sun), 2008年统计Workshop, 北京中科院数学与系统科学研究院.

        2008年12月1-3日, Construction of orthogonal Latin hypercube designs (with D. K. J. Lin, F. Pang and F. S. Sun),  2008 International Conference on Applied Probability and Statistics (CAPS 2008), 越南河内.

        2007年8月18-20日, A construction method for orthogonal Latin hypercube designs with prime power levels (with F. Pang and D. K. J. Lin), 中国数学会均匀设计分会2007年学术交流会, 北京.

        2006年12月16-17日, A method for screening active effects in supersaturated designs (with Q. Z. Zhang and R. C. Zhang), 2006年统计Workshop, 北京中科院数学与系统科学研究院.

        2006年7月9-13日, A method for screening active effects in supersaturated designs (with Q. Z. Zhang and R. C. Zhang), 2006 International Conference on Design of Experiments and Its Applications, 天津南开大学.

        2005年8月19-22日, 2(n1+n2)-(k1+k2) fractional factorial split-plot designs containing clear effects (with J. F. Yang et al., presented by J. F. Yang), 2005国际均匀设计学术研讨会, 湖南吉首市吉首大学.

        2005 年4月23-24日, Some results on optimality criteria for asymmetrical fractional factorial designs (with K. T. Fang and F. J. Hickernell), 中国现场统计研究会第二届工业统计会议, 天津南开大学.

        2004年7月25-28日, Construction of uniform designs via combinatorics (with K. T. Fang), 2004统计试验设计国际学术会, 北京清华大学.

        2003年11月2-5日, 均匀超饱和设计在计算机试验中的应用 (合作者: 方开泰), 2003均匀试验设计研讨会, 深圳.

        2000年11月27日-12月1日, Using discrepancy to evaluate fractional factorial designs (with F. J. Hickernell), Fourth International Conference on Monte Carlo and Quasi-Monte Carlo Methods in Scientific Computing, 香港浸会大学.

     投稿报告

        2012年10月18-21日, Recent advances in Latin hypercube designs, 2012试验设计及其应用研讨会暨中国数学会均匀设计分会第十一届学术年会, 武汉华中师范大学.

        2009年7月20-21日, Second-order orthogonal Latin hypercube designs with flexible run sizes  (with  F. S. Sun and D. K. J. Lin),  中国现场统计研究会第八届代表大会暨2009年学术年会, 上海华东师范大学.

        2006年10月27-31日,
        Optimality criterion for supersaturated designs with quantitative factors (with C. Huang and D. K. J. Lin),  第八次全国概率统计学术会议, 江苏徐州市徐州师范大学.

        2005年7月9-12日, Some results on regular 2-level fractional factorial designs with clear effects (with B. J. Chen et al., presented at Special Contributed Session: Experimental Design and Quality Control), The Joint Meeting of CSPS/IMS, 北京大学.

        2005年6月20-24日, Connections among different criteria for asymmetrical fractional factorial designs (with K. T. Fang and F. J. Hickernell), International Conference on Statistics in Honour of Professor Kai-Tai Fang's 65th Birthday, 香港浸会大学.

        2002年9月20-24日, Optimal mixed-level supersaturated design (with K. T. Fang and D. K. J. Lin), 第七次全国概率统计学术会议, 吉林长春市东北师范大学.