괜한 소리

모든 것은 기초부터 다져야 한다. 그러나 문제는 어디서부터가 기초인가 하는 것이다.       [중략...]      가장 중요하고 전반적인 개념에 대한 내용은 [통계방법 선정법]에서 다루었다.   More...

차례

용어정리

변수설정 및 처리

SPSS Tips

통계방법 선정법

Descriptive statistics (기술통계)

ROC curve (Receiver Operating Characteristic curve)

Kolmogorov-Smirnov test

Confidence interval (신뢰구간)

One-Sample t-test (일표본 t 검정)

t-test (Student t-test, Independent-sample t-test, 독립표본 t 검정, t 검정)

Mann Whitney U-test (Mann Whitney U 검정)

Paired t-test (대응표본 t 검정)

Wilcoxon signed rank test (Wilcoxon부호순위 검정)

One-way ANOVA (일원배치 분산분석)

Kruskall Wallis test (Kruskall Wallis 검정)

Repeated measures ANOVA (반복측정 분산분석, GLM-repeated measures)

Simple correlation analysis (단순상관분석, Bivariate correlation analysis, 이변량 상관분석, Pearson correlation coefficient, Pearson 상관계수)

Spearman correlation analysis (Spearman correlationcoefficient,  Spearman 상관계수)

Partial correlation analysis (편상관분석, Partial correlation coefficient, 편상관계수)

Simple regression analysis (단순회귀분석, Simple linear regression analysis, 단순선형회귀분석)

Multiple regression analysis (다중회귀분석, Multiple linear regression analysis, 다중선형회귀분석)

Logistic regression analysis (로지스틱 회귀분석)

Discriminant analysis (판별분석)

Pearson's Chi-square test (Pearson 카이제곱검정, Chi-square test for Independence)
Fisher's exact test (Fisher 직접확률계산법)
Odds ratio (교차비) Relative risk (상대위험도)

Sensitivity (민감도) Specificity (특이도) Accuracy (정확도) Prevalence (유병률)
Positive predictive value (양성예측도) Negative predictive value (음성예측도)
Odds ratio (교차비) Relative risk (상대위험도)

Pearson's chi-square test (Pearson 카이제곱검정, Chi-square test for independence)

Linear by linear association (선형대 선형 결합법, Chi-square test for trend)

Gamma, Kappa (Degree of agreement, 일치도)

Mantel-Haenszel chi-square test (Mantel-Haenszel 카이제곱검정, Stratified chi-square test, 층화 카이제곱검정)

Life table method (생명표법, Survival analysis by life table method)
Wilcoxon rank test

Kaplan-Meier method (Kaplan-Meier법, Survival analysis by Kaplan-Meier method)
Log rank test

Cox proportional hazard model (Cox 비례위험모형, Cox regression analysis, Cox 회귀분석)

Time-dependent Cox regression analysis

Maximal chi-square method (Maximally selected chi-square statistics, Maximally selected rank statistics) - [R]

Recursive partitioning procedure (tree classification algorithm, regression trees model) - [R]

참고자료

SPSS 11.0 for Windows; SPSS Inc., Chicago, IL

안재억, 유근영. 의학^.보건학 통계분석(개정판). SPSS 아카데미. 2002.07

송경일, 안재억. 생존분석(Survival Analysis). SPSS 아카데미. 2001.04

김선일 선생님 홈페이지 (http://my.dreamwiz.com/sunhil/flow.htm)

이준행 선생님 홈페이지 (http://user.chollian.net/~serioso)

John C. Pezzullo's Home Page (http://members.aol.com/johnp71)

Electronic Statistics Textbook (http://www.statsoft.com/textbook/stathome.html)

Social Statistics (http://was.pe.kr/socsta.htm)

StatEdu 통계의뢰 홈페이지 (http://www.statedu.com)

The Comprehensive R Archive Network (http://cran.r-project.org) - [R]

by Byung Gil Choi, MD, PhD. Department of Radiology, College of Medicine, The Catholic University of Korea    e-mail : cbg@catholic.ac.kr