구조방정식 모형 연구의 실전

구조방정식 모형 연구의 실전

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Vendor: 교육과학사 - 최희철
Type: 전산통계/수치해석
SKU: 9788925420110
Categories: ALL BOOKS
Tags: 구조방정식모형연구의실전 컴퓨터/IT_전산통계/해석
Description
이 책은 구조방정식 모형을 활용하여 연구를 시작하려는 이들을 위해, 저자들이 그동안 읽어온 많은 자료들 중 꼭 필요하고 중요한 내용들을 중심으로 연구자의 관점에서 종합하여 정리한 것이다. 우리는 내용 연구자로서 연구방법론이나 통계학을 익히고, 적용하여 우리의 학문 분야를 발전시키기 위해 구조방정식 모형을 사용해왔다. 하지만 각자의 구조방정식 모형 연구의 경력은 동일하지 않으며 서로 간에 차이가 있다. 이러한 차이 덕분에 우리는 통계적 개념을 학습하며 겪는 어려움을 공감하고, 질문하고, 답변하는 과정을 거치며 최대한 쉽게 이 책을 집필하는 특별하고, 멋진 경험을 하였다. 저자들은 연구방법론 연구자와 내용 연구자 사이에서 가교 역할을 할 수 있는 세련된 내용 연구자로서 실제 연구에 도움이 되는 내용들을 최대한 효과적으로 전달하고자 하였다.
저자

최희철

(HeeCheolChoi)
대구교육대학교를졸업하고,단국대학교대학원교육학과에서상담심리전공으로석사학위와박사학위를취득하였다.현재광주여자대학교상담심리학과교수로재직중이다.평소구조방정식모형을활용하여상담심리학관련횡단연구및종단연구결과를다양한학회지에출판하고있다.상담이론,심리통계,연구방법론을지속해서학부와대학원에서강의해왔다.

목차

머리말/3

일러두기/9

제1장모형지정············································································11
1.1구조방정식의기본개념·····················································12
1.2모형의유형···································································26
1.3모형지정·······································································43

제2장재미있는기초통계······························································53
2.1변량,공변량,피어슨적률상관계수,회귀계수····························55
2.2공변량특성···································································68
2.3피어슨적률상관계수,편상관계수,부분상관계수························76
2.4상관계수에영향을미치는요인············································87
2.5상관과인과의차이··························································90
2.6기타상관계수의유형························································91

제3장즐거운연구의기초개념·······················································93
3.1모집단과표본·································································94
3.2측정의척도··································································106
3.3측정의신뢰도와타당도····················································112

제4장모형식별··········································································137
4.1모형식별······································································138
4.2모수들의유형과표기·······················································142
4.3자유모수와고정모수·····················································150
4.4잠재변인의측정단위·······················································152
4.5연구모형을리즈렐식모형으로표기해보기·····························154
4.6모형식별의지침·····························································159

제5장자료의점검과준비····························································187
5.1자료입력의정확성·························································188
5.2결측자료·····································································189
5.3극단값(outliers)·····························································205
5.4정상성(normality),선형성(linearity),동분산성(Homoscedacity)···214
5.5모형분석을위한자료의준비············································226

제6장모형추정·········································································237
6.1모형추정의기본원리·····················································238
6.2표본변량-공변량행렬(S)을사용한모형추정··························244
6.3표본변량-공변량행렬(S)을사용한과잉식별모형추정··············255
6.4모형합치함수······························································259

제7장모형평가·········································································261
7.1모형통계································································263
7.2상대적적합도지수(CFI)···················································264
7.3RMSEA·······································································267
7.4TuckerLewisindex(TLI)또는non-normedfitindex(NNFI)···268
7.5모형비교·····································································269

제8장jamovi와친해지기·····························································271
8.1jamovi소개와설치························································271
8.2jamovi프로그램기초······················································274
8.3분석자료입력및편집·····················································288
8.4자료입력하기································································292
8.5jamovi에서엑셀파일불러오기···········································294
8.6저장및출력하기····························································294
8.7자료처리의실제····························································296
8.8자료연산하기································································301
8.9자료변환하기································································312
8.10결측치가있는경우합산·················································316
8.11jamovilibrary를활용한모듈설치····································319

제9장중다회귀분석과결과기술····················································327
9.1통계프로그램활용하기····················································327
9.2통계결과작성하기·························································335
9.3통계결과해석하기·························································339
9.4학술연구원고작성의예····················································343

제10장중다매개모형의분석과결과기술··········································347
10.1통계프로그램활용하기···················································348
10.2통계결과작성하기························································373
10.3통계결과해석하기························································376
10.4학술연구원고작성의예···················································381

제11장측정모형의분석과결과기술················································387
11.1분석절차···································································388
11.2확인적요인분석을활용한측정모형검증······························414
11.3학술연구원고작성의예···················································420

제12장구조모형의분석과결과기술················································425
12.1SEM모듈설치와SEM분석·····

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