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인문사회과학을 전공하는 대학생 및 석사, 박사 과정생뿐만 아니라, 인문사회과학 연구를 수행하는 이들을 위해 사회과학통계에 대해 안내한다. 총 5부로 구성된 이 책은 제1부에서는 사회과학통계의 기초, 제2부에서는 SPSS의 기초, 제3부에서는 초급 사회과학통계, 제4부에서는 중급 사회과학통계, 제5부에서는 고급 사회과학통계를 소개한다.
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본서는 총 5부로 나누어 제1부에서는 사회과학통계의 기초, 제2부에서는 SPSS의 기초, 제3부에서는 초급 사회과학통계, 제4부에서는 중급 사회과학통계, 제5부에서는 고급 사회과학통계를 소개하였다. 먼저 제1부에서는 기본 개념, 연구대상, 집중경향치와 변산도, 정규분포와 편포, 변인과 가설, 실험설계와 조사설계 등 사회과학통계를 수행하는 데 가장 기본적인 개념을 다루었다. 제2부에서는 SPSS 소개 및 시작, 자료 입력과 변환, SPSS 출력 결과, 기술통계 등 SPSS를 다루기 위한 기초 기능을 소개하였다. 또한 제3부에서는 빈도분석, 교차분석, t검증, 상관분석, 변량분석 등 초급 사회과학통계 방법을 소개하였다. 제4부에서는 공변량분석, 회귀분석, 신뢰도분석, 탐색적 요인분석, 판별분석, 다중응답분석 등 중급 사회과학통계 방법을 소개하였다. 끝으로 제5부에서는 비모수적 검정, 정준상관분석, 경로분석, 구조방정식모형분석, 확인적 요인분석, 위계적 선형모형분석 등 고급 사회과학통계 방법을 소개하였다. 본서는 인문사회과학을 전공하는 대학생 및 석사, 박사 과정생뿐만 아니라, 인문사회과학 연구를 수행하는 많은 분들에게 도움이 될 것이다.
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제 1 부 통계의 기초
Ⅰ장 사회과학통계의 기본 개념 ···············································································15
1. 통계와 사회과학통계 ··························································································15
2. 기술통계와 추리통계 ··························································································15
3. 측정과 척도 ······································································································17
Ⅱ장 연구 대상 ·····································································································19
1. 모집단과 표본 ···································································································19
2. 표집 ················································································································20
Ⅲ장 집중경향치와 변산도 ······················································································23
1. 집중경향치 ·······································································································23
2. 변산도 ·············································································································24
Ⅳ장 정규분포와 편포 ····························································································27
1. 정규분포 ··········································································································27
2. 편포도 ·············································································································28
3. 첨도 ················································································································29
Ⅴ장 변인과 가설 ··································································································31
1. 변인의 유형 ·····································································································31
2. 통계적 가설의 유형 ···························································································32
3. 가설의 검증 ······································································································33
Ⅵ장 실험 설계와 조사 설계 ···················································································35
1. 실험 설계 ·········································································································35
2. 유사 실험 설계 ·································································································36
3. 조사 설계 ·········································································································36
제 2 부 SPSS의 기초
Ⅰ장 SPSS 소개 및 시작 ························································································39
1. 소개 ················································································································39
2. SPSS의 설치 및 실행 ························································································40
Ⅱ장 자료 입력 및 변환 ·························································································41
1. 자료 입력 ·········································································································41
2. 자료 변환 ·········································································································44
Ⅲ장 출력 결과 저장 ······························································································51
1. 결과 파일 저장 ·································································································51
2. 결과 파일 불러오기 ···························································································55
Ⅳ장 기술통계 ······································································································59
1. 개념 ················································································································59
2. 사용 목적 ········································································································59
3. 기본 가정 ·········································································································60
4. 연구 상황 ·········································································································61
5. 실행 과정 ·········································································································61
6. 분석 결과 해석 ·································································································64
7. 보고서 작성 ·····································································································64
제 3 부 초급통계
Ⅰ장 빈도분석 ·······································································································69
1. 개념 ··········································································································69
2. 사용 목적 ·········································································································69
3. 기본 가정 ·········································································································69
4. 연구 상황 ·········································································································71
5. 실행 과정 ········································································································71
6. 분석 결과 해석 ································································································74
7. 보고서 작성 ······································································································76
Ⅱ장 교차분석 ·······································································································79
1. 개념 ···············································································································79
2. 사용 목적 ·········································································································79
3. 기본 가정 ·········································································································79
4. 연구 상황 ·········································································································80
5. 실행 과정 ·········································································································80
6. 분석 결과 해석 ································································································83
7. 보고서 작성 ······································································································86
Ⅲ장 t-검증 ··········································································································87
1. 개념 ················································································································87
2. 사용 목적 ·········································································································87
3. 기본 원리 ········································································································87
4. 연구 상황 ·········································································································88
5. 실행 과정 ·········································································································88
6. 분석 결과 해석 ·································································································92
7. 보고서 작성 ······································································································93
Ⅳ장 상관분석 ·······································································································95
1. 개념 ···············································································································95
2. 사용 목적 ········································································································95
3. 기본 원리 ·········································································································95
4. 연구 상황 ·········································································································96
5. 실행 과정 ·········································································································96
6. 분석 결과 해석 ·································································································99
7. 보고서 작성 ····································································································101
Ⅴ장 변량분석 ·····································································································103
1. 개념 ·············································································································103
2. 사용 목적 ·······································································································103
3. 기본 원리 ·······································································································103
4. 연구 상황 ·······································································································104
5. 실행 과정 ·······································································································104
6. 분석 결과 해석 ······························································································108
7. 보고서 작성 ····································································································112
제 4 부 중급통계
Ⅰ장 공변량분석 ··································································································115
1. 개념 ··············································································································115
2. 사용 목적 ······································································································115
3. 기본 원리 ······································································································115
4. 연구 상황 ·······································································································116
5. 실행 과정 ·······································································································116
6. 분석 결과 해석 ·······························································································119
7. 보고서 작성 ···································································································121
Ⅱ장 회귀분석 ·····································································································123
1. 개념 ··············································································································123
2. 사용 목적 ·······································································································123
3. 기본 원리 ·······································································································123
4. 연구 상황 ·······································································································124
5. 실행 과정 ·······································································································124
6. 분석 결과 해석 ·······························································································131
7. 보고서 작성 ····································································································134
Ⅲ장 신뢰도분석 ··································································································135
1. 개념 ··············································································································135
2. 사용 목적 ······································································································135
3. 기본 원리 ······································································································135
4. 연구 상황 ·······································································································136
5. 실행 과정 ·······································································································137
6. 분석 결과 해석 ······························································································140
7. 보고서 작성 ···································································································144
Ⅳ장 탐색적 요인분석 ···························································································147
1. 개념 ·············································································································147
2. 사용 목적 ······································································································147
3. 기본 원리 ·······································································································147
4. 연구 상황 ·······································································································148
5. 실행 과정 ·······································································································149
6. 분석 결과 해석 ······························································································156
7. 보고서 작성 ···································································································161
Ⅴ장 판별분석 ·····································································································163
1. 개념 ··············································································································163
2. 사용 목적 ······································································································163
3. 기본 가정 ······································································································164
4. 기본 원리 ······································································································164
5. 연구 상황 ·······································································································165
6. 실행 과정 ······································································································165
7. 분석 결과 해석 ······························································································169
8. 보고서 작성 ···································································································172
Ⅵ장 다중응답분석 ·······························································································177
1. 개념 ·············································································································177
2. 사용 목적 ······································································································177
3. 기본 가정 ·······································································································177
4. 기본 원리 ·······································································································179
5. 연구 상황 ······································································································181
6. 실행 과정 ······································································································181
7. 분석 결과 해석 ·······························································································184
8. 보고서 작성 ··································································································186
제 5 부 고급통계
Ⅰ장 비모수적 검정 ······························································································191
1. 개념 ·············································································································191
2. 사용 목적 ·······································································································191
3. 기본 가정 ·······································································································191
4. 기본 원리 ······································································································192
5. 연구 상황 ·······································································································192
6. 실행 과정 ·······································································································193
7. 분석 결과 해석 ····························································································197
8. 보고서 작성 ···································································································199
Ⅱ장 정준상관분석 ······························································································203
1. 개념 ··············································································································203
2. 사용 목적 ·······································································································203
3. 기본 가정 ·······································································································204
4. 기본 원리 ·······································································································204
5. 연구 상황 ·······································································································204
6. 실행 과정 ·······································································································205
7. 분석 결과 해석 ·······························································································206
8. 보고서 작성 ····································································································208
Ⅲ장 경로분석 ······
제 1 부 통계의 기초
Ⅰ장 사회과학통계의 기본 개념 ···············································································15
1. 통계와 사회과학통계 ··························································································15
2. 기술통계와 추리통계 ··························································································15
3. 측정과 척도 ······································································································17
Ⅱ장 연구 대상 ·····································································································19
1. 모집단과 표본 ···································································································19
2. 표집 ················································································································20
Ⅲ장 집중경향치와 변산도 ······················································································23
1. 집중경향치 ·······································································································23
2. 변산도 ·············································································································24
Ⅳ장 정규분포와 편포 ····························································································27
1. 정규분포 ··········································································································27
2. 편포도 ·············································································································28
3. 첨도 ················································································································29
Ⅴ장 변인과 가설 ··································································································31
1. 변인의 유형 ·····································································································31
2. 통계적 가설의 유형 ···························································································32
3. 가설의 검증 ······································································································33
Ⅵ장 실험 설계와 조사 설계 ···················································································35
1. 실험 설계 ·········································································································35
2. 유사 실험 설계 ·································································································36
3. 조사 설계 ·········································································································36
제 2 부 SPSS의 기초
Ⅰ장 SPSS 소개 및 시작 ························································································39
1. 소개 ················································································································39
2. SPSS의 설치 및 실행 ························································································40
Ⅱ장 자료 입력 및 변환 ·························································································41
1. 자료 입력 ·········································································································41
2. 자료 변환 ·········································································································44
Ⅲ장 출력 결과 저장 ······························································································51
1. 결과 파일 저장 ·································································································51
2. 결과 파일 불러오기 ···························································································55
Ⅳ장 기술통계 ······································································································59
1. 개념 ················································································································59
2. 사용 목적 ········································································································59
3. 기본 가정 ·········································································································60
4. 연구 상황 ·········································································································61
5. 실행 과정 ·········································································································61
6. 분석 결과 해석 ·································································································64
7. 보고서 작성 ·····································································································64
제 3 부 초급통계
Ⅰ장 빈도분석 ·······································································································69
1. 개념 ··········································································································69
2. 사용 목적 ·········································································································69
3. 기본 가정 ·········································································································69
4. 연구 상황 ·········································································································71
5. 실행 과정 ········································································································71
6. 분석 결과 해석 ································································································74
7. 보고서 작성 ······································································································76
Ⅱ장 교차분석 ·······································································································79
1. 개념 ···············································································································79
2. 사용 목적 ·········································································································79
3. 기본 가정 ·········································································································79
4. 연구 상황 ·········································································································80
5. 실행 과정 ·········································································································80
6. 분석 결과 해석 ································································································83
7. 보고서 작성 ······································································································86
Ⅲ장 t-검증 ··········································································································87
1. 개념 ················································································································87
2. 사용 목적 ·········································································································87
3. 기본 원리 ········································································································87
4. 연구 상황 ·········································································································88
5. 실행 과정 ·········································································································88
6. 분석 결과 해석 ·································································································92
7. 보고서 작성 ······································································································93
Ⅳ장 상관분석 ·······································································································95
1. 개념 ···············································································································95
2. 사용 목적 ········································································································95
3. 기본 원리 ·········································································································95
4. 연구 상황 ·········································································································96
5. 실행 과정 ·········································································································96
6. 분석 결과 해석 ·································································································99
7. 보고서 작성 ····································································································101
Ⅴ장 변량분석 ·····································································································103
1. 개념 ·············································································································103
2. 사용 목적 ·······································································································103
3. 기본 원리 ·······································································································103
4. 연구 상황 ·······································································································104
5. 실행 과정 ·······································································································104
6. 분석 결과 해석 ······························································································108
7. 보고서 작성 ····································································································112
제 4 부 중급통계
Ⅰ장 공변량분석 ··································································································115
1. 개념 ··············································································································115
2. 사용 목적 ······································································································115
3. 기본 원리 ······································································································115
4. 연구 상황 ·······································································································116
5. 실행 과정 ·······································································································116
6. 분석 결과 해석 ·······························································································119
7. 보고서 작성 ···································································································121
Ⅱ장 회귀분석 ·····································································································123
1. 개념 ··············································································································123
2. 사용 목적 ·······································································································123
3. 기본 원리 ·······································································································123
4. 연구 상황 ·······································································································124
5. 실행 과정 ·······································································································124
6. 분석 결과 해석 ·······························································································131
7. 보고서 작성 ····································································································134
Ⅲ장 신뢰도분석 ··································································································135
1. 개념 ··············································································································135
2. 사용 목적 ······································································································135
3. 기본 원리 ······································································································135
4. 연구 상황 ·······································································································136
5. 실행 과정 ·······································································································137
6. 분석 결과 해석 ······························································································140
7. 보고서 작성 ···································································································144
Ⅳ장 탐색적 요인분석 ···························································································147
1. 개념 ·············································································································147
2. 사용 목적 ······································································································147
3. 기본 원리 ·······································································································147
4. 연구 상황 ·······································································································148
5. 실행 과정 ·······································································································149
6. 분석 결과 해석 ······························································································156
7. 보고서 작성 ···································································································161
Ⅴ장 판별분석 ·····································································································163
1. 개념 ··············································································································163
2. 사용 목적 ······································································································163
3. 기본 가정 ······································································································164
4. 기본 원리 ······································································································164
5. 연구 상황 ·······································································································165
6. 실행 과정 ······································································································165
7. 분석 결과 해석 ······························································································169
8. 보고서 작성 ···································································································172
Ⅵ장 다중응답분석 ·······························································································177
1. 개념 ·············································································································177
2. 사용 목적 ······································································································177
3. 기본 가정 ·······································································································177
4. 기본 원리 ·······································································································179
5. 연구 상황 ······································································································181
6. 실행 과정 ······································································································181
7. 분석 결과 해석 ·······························································································184
8. 보고서 작성 ··································································································186
제 5 부 고급통계
Ⅰ장 비모수적 검정 ······························································································191
1. 개념 ·············································································································191
2. 사용 목적 ·······································································································191
3. 기본 가정 ·······································································································191
4. 기본 원리 ······································································································192
5. 연구 상황 ·······································································································192
6. 실행 과정 ·······································································································193
7. 분석 결과 해석 ····························································································197
8. 보고서 작성 ···································································································199
Ⅱ장 정준상관분석 ······························································································203
1. 개념 ··············································································································203
2. 사용 목적 ·······································································································203
3. 기본 가정 ·······································································································204
4. 기본 원리 ·······································································································204
5. 연구 상황 ·······································································································204
6. 실행 과정 ·······································································································205
7. 분석 결과 해석 ·······························································································206
8. 보고서 작성 ····································································································208
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