실험계획법

제1장 실험계획법의 기초
1.1 실험계획법의 개념 ························································································ 15
1.2 용어 정리 ········································································································ 18
1.3 실험계획법의 특징 ························································································ 22
1.4 분산분석법 ······································································································ 27
1.5 통계량 함수의 분포 ······················································································ 30
1.6 수치 변환 ·········································································································· 35
•요점정리 ·················································································································37
•연습문제 ·················································································································39

제2장 통계 소프트웨어 활용
2.1 미니탭 ·············································································································· 43
2.2 실험계획법과 미니탭 활용 ·········································································· 50
2.3 기타 통계 소프트웨어 ·················································································· 55
2.4 공학용 계산기 ································································································ 61
•요점정리 ··············································································································· 63
•연습문제 ··············································································································· 64

제3장 일원 배치법
3.1 일원 배치법의 개념 ······················································································· 67
3.2 반복수가 같은 실험 ······················································································ 68
3.3 반복수가 같지 않은 실험 ············································································ 87
3.4 변량모형 ·········································································································· 97
3.5 일반평균변동Sm ···························································································· 100
•요점정리 ··············································································································· 104
•연습문제 ··············································································································· 107

제4장 반복이 없는 이원 배치법
4.1 반복이 없는 이원 배치법의 개념 ···························································· 115
4.2 모수모형인 경우의 실험 ············································································ 116
4.3 혼합모형인 경우의 실험 ············································································ 132
4.4 결측치의 취급 ······························································································ 143
•요점정리 ··············································································································· 149
•연습문제 ··············································································································· 151

제5장 반복이 있는 이원 배치법
5.1 반복이 있는 이원 배치법의 개념 ···························································· 157
5.2 모수모형인 경우의 실험 ············································································ 160
•요점정리 ··············································································································· 178
•연습문제 ··············································································································· 180

제6장 분할법
6.1 분할법의 개념 ······························································································ 185
6.2 1차 단위가 일원 배치인 단일 분할법 ···················································· 187
6.3 1차 단위가 이원 배치인 단일 분할법 ···················································· 203
6.4 지분 실험법 ·································································································· 206
•요점정리 ··············································································································· 215
•연습문제 ··············································································································· 217

제7장 상관분석과 회귀분석
7.1 상관분석과 회귀분석의 개념 ···································································· 221
7.2 상관계수의 검정과 추정 ············································································ 223
7.3 회귀직선의 추정 ·························································································· 235
7.4 회귀직선의 분산분석 ·················································································· 238
7.5 회귀분석에서의 검정과 추정 ···································································· 241
7.6 단순 회귀와 일원 배치법 ·········································································· 246
7.7 상관․회귀분석의 적용사례 ········································································· 249
7.8 중회귀분석 ···································································································· 256
•요점정리 ··············································································································· 261
•연습문제 ··············································································································· 266

제8장 계수치 데이터의 분산분석
8.1 계수치 데이터의 분산분석 ········································································ 273
8.2 계수치 데이터의 일원 배치법 ·································································· 273
8.3 계수치 데이터의 이원 배치법 ·································································· 278
•요점정리 ··············································································································· 281
•연습문제 ··············································································································· 283

제9장 라틴방격법
9.1 라틴방격법 실험 ·························································································· 289
9.2 그레코 라틴방격법, 초그레코 라틴방격법 ············································· 302
•요점정리 ··············································································································· 306
•연습문제 ··············································································································· 298

제10장 요인 배치법
10.1 Kn요인 배치법의 개념 ············································································ 311
10.2 22요인 배치법 ··························································································· 312
10.3 23요인 배치법 ··························································································· 319
•요점정리 ··············································································································· 330
•연습문제 ··············································································································· 331

제11장 직교배열표에 의한 실험계획
11.1 대비와 직교 ······························································································· 337
11.2 2수준계 직교배열표 ················································································· 340
11.3 선점도 ········································································································· 357
11.4 3수준계 직교배열표 ················································································· 359
•요점정리 ··············································································································· 362
•연습문제 ··············································································································· 365

제12장 반응표면분석
12.1 반응표면분석의 개념 ··············································································· 371
12.2 중심합성계획 ····························································································· 375
•요점정리 ··············································································································· 389
•연습문제 ··············································································································· 391

제13장 다구찌 실험계획법
13.1 다구찌 실험계획법의 개념 ····································································· 395
13.2 손실함수와 SN비 ······················································································ 397
13.3 파라미터 설계 ··························································································· 404
•요점정리 ··············································································································· 416
•연습문제 ··············································································································· 417
부록 ｢KS Q 3251-2 : 2009 부속서｣······················································· 421
참고문헌 ·············································································································· 429
찾아보기 ·············································································································· 430