www.cbgstat.com
Survival Manual for Statistical Analysis
(통계분석 생존지침서)


by Byung Gil Choi, MD, PhD.
History
v 3.0 디자인 전면 개편
[직접 계산] 추가
           in Confidence interval
           in Sensitivity, Specificity, Accuracy, Prevalence,PPV, NPV, Odds ratio, Relative risk
MS-IE8 지원 중단 (→ Google Chrome, Apple Safari, MS-IE11을 이용해 주십시오.) 		2016년 3월 18일
v 2.1 Multicollinearity in Multiple regression analysis 추가 2016년 2월 2일
v 2.0 SPSS 전면보강 (v 19.0)
SPSS 추가 (McNemar test, Reliability analysis)
MedCalc 신규 (Simple test, Sample size, ROC curve(Comparison of ROC curves), Interval likelihood ratio)
R upgrade (v 2.13.0)
Excel tip 신규
Reference update		 2011년 6월 5일
v 1.1 R (v 2.2.1) 신규 2007년 7월 23일
v 1.0 SPSS (v 11.0) 2004년 4월 12일
Introduction
Important통계방법 선정법1
STAT용어정리2
SPSS변수설정 및 파일관리3
SPSSSPSS Tip4
ExcelExcel Tip5
MedCalc[MedCalc] 소개6
R[R] 소개7
Methods
MedCalcSimple test1
SPSSDescriptive statistics (기술통계)2
SPSSKolmogorov-Smirnov test (정규분포검정)3
SPSSConfidence interval (CI, 신뢰구간)4
MedCalcSample size (표본크기)5
SPSSReliability analysis (신뢰도분석, ICC, intra-class correlation coefficient, Inter-observer correlation coefficient)6
SPSSROC curve (Receiver Operating Characteristic curve)7
MedCalcROC curve (Receiver Operating Characteristic curve)
Comparison of ROC curves		8
MedCalcin 2 x k table
Interval likelihood ratio (간격우도비)		9
SPSSOne-Sample t-test (일표본 t 검정)10
SPSSt-test (Student t-test, Independent-sample t-test, 독립표본 t 검정, t 검정)11
SPSSMann Whitney U-test (Mann Whitney U 검정)12
SPSSPaired t-test (대응표본 t 검정)13
SPSSWilcoxon signed rank test (Wilcoxon부호순위 검정)14
SPSSOne-way ANOVA (일원배치 분산분석)15
SPSSKruskall Wallis test (Kruskall Wallis 검정)16
SPSSRepeated measures ANOVA (반복측정 분산분석, GLM-repeated measures)17
SPSSSimple correlation analysis
(단순상관분석, Bivariate correlation analysis, 이변량 상관분석, Pearson correlation coefficient, Pearson 상관계수)		18
SPSSSpearman correlation analysis (Spearman correlationcoefficient, Spearman 상관계수)19
SPSSPartial correlation analysis (편상관분석, Partial correlation coefficient, 편상관계수)20
SPSSSimple regression analysis (단순회귀분석, Simple linear regression analysis, 단순선형회귀분석)21
SPSSMultiple regression analysis (다중회귀분석, Multiple linear regression analysis, 다중선형회귀분석)
Multicollinearity (다중공선성)		22
SPSSLogistic regression analysis (로지스틱 회귀분석)23
SPSSDiscriminant analysis (판별분석)24
SPSSin 2 x 2 table
Pearson's Chi-square test (Pearson 카이제곱검정, Chi-square test for Independence)
Fisher's exact test (Fisher 직접확률계산법)
Odds ratio (교차비) Relative risk (상대위험도)		25
SPSSin 2 x 2 table
McNemar test (맥네마 검정)		26
Excelin 2 x 2 table
Sensitivity (민감도) Specificity (특이도) Accuracy (정확도) Prevalence (유병률)
Positive predictive value (양성예측도) Negative predictive value (음성예측도)
Odds ratio (교차비) Relative risk (상대위험도)		27
SPSSin r x c table
Pearson's chi-square test (Pearson 카이제곱검정, Chi-square test for independence)		28
SPSSin r x c table
Linear by linear association (선형대 선형 결합법, Chi-square test for trend)		29
SPSSin r x r table
Gamma, Kappa (Degree of agreement, 일치도)		30
SPSSin r x c table
Mantel-Haenszel chi-square test (Mantel-Haenszel 카이제곱검정, Stratified chi-square test, 층화 카이제곱검정)		31
SPSSLife table method (생명표법, Survival analysis by life table method)
Wilcoxon rank test		32
SPSSKaplan-Meier method (Kaplan-Meier법, Survival analysis by Kaplan-Meier method)
Log rank test 		33
SPSSCox proportional hazard model (Cox 비례위험모형, Cox regression analysis, Cox 회귀분석)34
SPSSTime-dependent Cox regression analysis35
RMaximal chi-square method (Maximally selected chi-square statistics, Maximally selected rank statistics)36
RRecursive partitioning procedure (tree classification algorithm, regression trees model)37
References
SPSSIBM SPSS Statistics 19.0 for Windows; IBM Co. Somers, NY1
RThe Comprehensive R Archive Network (http://cran.r-project.org)2
R웹에서 하는 R 통계 (http://web-r.org/) : 가톨릭대학교 의과대학 심장내과 문건웅 교수님의 역작15
MedCalcMedCalc for Windows, version 11.6.0 (MedCalc Software, Mariakerke, Belgium)3
STATStatSoft Electronic Statistics Textbook (http://www.statsoft.com/textbook)4
SPSS송경일, 최종수. SPSS 15를 이용한 생존자료의 분석. 한나래출판사, 2008.025
SPSS안재억. SPSS 18.0 의학.보건학 통계분석: 병원전산화 자료 사용. 한나래출판사, 2010.096
STATStatEdu 통계의뢰 홈페이지 (http://www.statedu.com)7
STATSardanelli F, Leo GD. Biostatistics for Radiologists; Planning, Performing, and Writing a Radiologic Study. Springer, 20088
SPSSJulie Pallant. SPSS Survial manual. Open University Press. 20019
SPSS박성현, 김성수, 홍현식. 고급 SPSS 이해와 활용; Advanced IBM SPSS. 한나래출판사, 2011.0310
Excel김계수. Excel 2007을 이용한 통계분석. 한나래출판사, 2008.0711
SPSS김순귀, 안성진. 통계학의 이해와 응용; SPSS PASW Statistics. 한나래출판사, 2010.0312
SPSS원태연, 정성원. 통계조사분석; SPSS PASW Statistics 18.0. 한나래출판사, 2010.0113
Excel박미라, 이재원. Excel을 이용한 의학데이터의 통계분석. 자유아카데미, 1998.1014
Useful Links
LinkImpact Factor Search1
LinkSCI Journal Search2
LinkSCIE Journal Search3
by Byung Gil Choi, MD, PhD.   cbg@catholic.ac.kr  Department of Radiology, College of Medicine, The Catholic University of Korea.