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Journal of Chinese Integrative Medicine ›› 2009, Vol. 7 ›› Issue (10): 991-994.doi: 10.3736/jcim20091014

• Medical Statistice • Previous Articles     Next Articles

Statistical analysis using SAS software package for data of 2×C and R×2 contingency tables

Liang-ping Hu,Qi Wang   

  1. Consulting Center of Biomedical Statistics, Academy of Military Medical Sciences, Beijing 100850, China
  • Received:2009-09-03 Accepted:2009-09-20 Online:2009-10-20 Published:2009-10-15
  • Contact: Liang-ping Hu

Key words: Statistics, Medicine, Data analysis, Statistical, Qualitative data, SAS software


因素A 例数
指标B: B1 B2 BC 合计
A1 n11 n1C n1+
A2 n21 n2C n2+
合计 n+1 n+C n


组别 例数
发音频率(Hz): 262~293 294~329 330~391 392~439 440~523 合计
年轻组(<34岁) 58 37 102 110 103 410
年长组(≥34岁) 45 47 172 78 88 430
合计 103 84 274 188 191 840


发音频率(Hz) 年轻组的例数(y1i) 估计的多项概率(pi) 权重(wi) 估计的条件概率(δi) 估计的趋势值(πi)
262~293 58 0.141 0.123 0.563 1.146
294~329 37 0.090 0.100 0.440 0.900
330~391 102 0.249 0.326 0.372 0.764
392~439 110 0.268 0.224 0.585 1.196
440~523 103 0.251 0.227 0.539 1.106
合计 410 1.000 1.000 - -


因素A 例数
指标B: B1 B2 合计
A1 n11 n12 n1+
AR nR1 nR2 nR+
合计 n+1 n+2 n


创伤评分 例数
漏诊发生情况: 漏诊 未漏诊 合计
ISS<16 31 404 435
16≤ISS<25 21 154 175
ISS≥25 13 74 87
合计 65 632 697


统计量(Z 2.663 4
单侧Pr>Z 0.003 9
双侧Pr>|Z| 0.007 7
单侧Pr>=Z 0.006 5
双侧Pr>=|Z| 0.009 7
[1] Hu LP, Tao LX . Statistical analysis using SAS software package for data of R×C contingency table(Part one)[J]. J Chin Integr Med, 2009,7(8):784-787
doi: 10.3969/cmba.j.issn.1673-713X.2012.04.015
胡良平, 陶丽新 . R×C列联表资料的统计分析与SAS软件实现(一)[J]. 中西医结合学报, 2009,7(8):784-787
doi: 10.3969/cmba.j.issn.1673-713X.2012.04.015
[2] Hu LP, Tao LX . Statistical analysis using SAS software package for data of R×C contingency table(Part two)[J]. J Chin Integr Med, 2009,7(9):878-882
doi: 10.3969/cmba.j.issn.1673-713X.2012.04.015
胡良平, 陶丽新 . R×C列联表资料的统计分析与SAS软件实现(二)[J]. 中西医结合学报, 2009,7(9):878-882
doi: 10.3969/cmba.j.issn.1673-713X.2012.04.015
[3] Hu LP. Design of scientific researches and statistical analysis in dentistry[M]. Beijing: People's Military Medical Press, 2007: 177-181
胡良平 . 口腔医学科研设计与统计分析[M]. 北京: 人民军医出版社, 2007: 177-181
[4] Hu LP. Medical statistics: analysis of quantitative and qualitative data using the triple-type theory[M]. Beijing: People's Military Medical Press, 2009: 281-290
胡良平 . 医学统计学——运用三型理论分析定量与定性资料[M]. 北京: 人民军医出版社, 2009: 281-290
[5] Wang DL, Shi SQ, He J, Wu SB, Chen XX, Pan HW, Gao YT . Relationship between female ages and the theory of five tones correlated with five zang viscera in Huangdi Neijing[J]. J Chin Integr Med, 2006,4(1):10-12
汪东丽, 时善全, 贺佳, 吴胜兵, 陈晓霞, 潘慧巍, 高也陶 . 《黄帝内经》五脏相音理论与女性年龄关系的研究[J]. 中西医结合学报, 2006,4(1):10-12
[6] Li Q, Wang CQ, Liu G, Li K, Deng J, Luo KJ . Analysis for causes of missed diagnosis of fracture during treatment of multiple trauma[J]. Zhongguo Gu Shang, 2008,21(2):89-90
doi: 10.3969/j.issn.1003-0034.yyyy.nn.zzz
李青, 王春庆, 刘钢, 李昆, 邓进, 罗开俭 . 多发伤救治中骨折漏诊原因分析[J]. 中国骨伤, 2008,21(2):89-90
doi: 10.3969/j.issn.1003-0034.yyyy.nn.zzz
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