혼자하는 통계분석

분석에서 논문작성까지

김효창 저자(글)

교육과학사 · 2017년 09월 30일

책 소개

『혼자하는 통계분석』은 저자가 오랫동안 대학과 기업 등에서 통계 강의를 진행하면서 통계를 보다 더 쉽게 이해시키고자 노력했던 고민들이 담겨 있다.

작가정보

저자(글) 김효창

저자 김효창은
전) 인천대학교 교수
현) 프로이드 심리검사연구소 소장
현) 한국 문화 및 사회문제심리학회 이사
현) 한국 수사심리학회 이사
현) 한국유아교육, 보육행정학회 교육훈련위원
현) 한국산업인력공단 임상심리사 자격시험 출제 및 채점위원
<저서 및 역서>
혼자서 완성하는 통계분석(저, 학지사, 2013)
학습심리학(공역, 학지사, 2009)
통해야 통한다(저, 바람출판사, 2006)
한국인 설득의 심리학(저, 바람출판사, 2005)
인간행동과 심리학(공저, 학지사, 2005)
행동과학을 위한 기초통계(공저, 시그마프레스, 2005)
핵전쟁, 우리의 미래는 사라지는가(공역, 아이디오, 2003) 등
<검사개발>
EBS 자기주도학습검사(EBS, 2015)
EBS 성격검사(EBS, 2015)
EBS 교우관계검사(EBS, 2015)
EBS 학교생활적응검사(EBS, 2015)
EBS 한국형 진로탐색검사(EBS, 2016)
EBS 한국형 진로발달검사(EBS, 2016)
EBS 정서행동문제검사(EBS, 2016)
EBS 학업중단의도검사(EBS, 2016)
EBS 다중지능검사(EBS, 2016)
EBS 영유아 발달검사(EBS, 2016)
EBS 유아 자아개념검사(EBS, 2016)
EBS 유아 성격검사(EBS, 2016)
EBS 유아 다중지능검사(EBS, 2016)
부모양육태도 및 유형검사(맘스다이어리, 2017)
산전후 우울증검사(맘스다이어리, 2017)
양육스트레스 및 대처검사(맘스다이어리, 2017) 등

목차

• 머리말
  
  제1부 ● 통계에 대한 기본적 이해 ························· 7
  1. 통계의 분류 ·····················································································9
  2. 특성치 ··························································································· 10
  3. 조작적 정의 ·················································································· 16
  4. 변인 ······························································································ 17
  5. 가설과 가설검증 ··········································································· 25
  6. 측정과 측정 척도 ········································································· 32
  7. 인과관계와 상관관계 ·····································································36
  8. 신뢰도 ··························································································· 39
  9. 타당도 ··························································································· 41
  10. 정규분포, 표준정규분포, 표준점수 ·············································· 45
  
  제2부 ● SPSS 프로그램의 활용 ·························· 49
  1. SPSS 프로그램이란? ··································································· 51
  2. SPSS 프로그램 사용법 ······························································· 52
  
  제3부 ● 통계분석 ····································· 105
  1. 기술통계분석 ···············································································107
  2. 빈도분석 ······················································································112
  3. 교차분석 ······················································································118
  4. 다중응답분석 ···············································································125
  5. 상관분석 ······················································································141
  6. 신뢰도분석 ··················································································149
  7. t-검증 ·························································································157
  8. 변량분석 ······················································································167
  9. 회귀분석 ······················································································196
  10. 공변량분석 ··················································································214
  11. 요인분석 ······················································································225
  12. 중다회귀분석 ·············································································244
  13. 판별분석 ······················································································304
  14. 중다변량분석 ···············································································328
  15. χ²검증 ························································································352
  16. 반복측정 ······················································································364
  17. 혼합설계 변량분석 ······································································388
  18. 내재설계 변량분석 ······································································399
  19. 군집분석 ······················································································410
  20. 로지스틱 회귀분석 ······································································425
  
  참고문헌 ·····························································································447
  찾아보기 ·····························································································448

출판사 서평

본 저서에는 저자가 오랫동안 대학과 기업 등에서 통계 강의를 진행하면서 통계를 보다 더 쉽게 이해시키고자 노력했던 고민들이 담겨 있다. 이 책의 특징을 정리해 보면 다음과 같다.
첫째, 각 통계 분석이 어떤 경우에 사용되는지 즉, 각각의 분석에 대한 사용 목적을 각 분석의 서두에 간략하게 정리해두었다. 짧은 시간 동안에 각각의 통계 분석을 이해하는 데 도움이 될 것이다.
둘째, SPSS 프로그램을 통한 통계 분석 과정을 상세하게 설명하였다. 각 분석마다 수많은 통계치가 산출될 수 있는데, 어떠한 통계치를 산출해야 하는지에 대해 많은 도움을 얻을 수 있을 것이다. 특히 프로그램을 처음 접하는 분들에게 도움이 될 것이다.
셋째, SPSS 프로그램의 결과 창에 제시된 분석 결과를 캡처하여 결과에 대한 해석을 제시하였다. 결과 창에 제시된 계수 하나하나에 대해 설명함으로써 분석 결과를 보다 쉽고, 깊이 있게 이해할 수 있도록 하였다.
넷째, 각 분석마다 보고서 작성법을 포함하였다. 연구자들이 겪는 어려움 중 하나는 연구 결과를 표로 제시하는 방법과 표의 내용을 어떻게 기술할 것인지의 문제이다. 보고서 작성법은 이러한 연구자들의 고민을 덜어줄 것이다.
다섯째, 사용 빈도가 높은 분석들을 대부분 포함하였다. 연구자들이 연구 과정에서 사용하는 분석들을 한 권의 책에 모두 포함하였기 때문에 다양한 연구를 수행하는 연구자에게 도움이 될 것이다.
여섯째, 각 분석마다 다양한 연구 상황에 대한 충분한 설명을 포함하였다. 대부분의 통계분석 관련 서적들이 연구자들이 분석과정에서 겪게 되는 다양한 상황에 대한 충분한 설명을 포함하고 있지 않아 실전에서 사용하기에는 부족함이 있다. 본서는 이러한 아쉬움을 충분히 충족시켜 줄 것이다.
일곱째, 최신 SPSS 24.0 버전을 사용하였다. 최신 버전의 프로그램을 사용함으로써 이 책을 사용하는 분들이 자신의 컴퓨터를 이용하여 충분한 실습을 할 수 있도록 하였다.

기본정보

ISBN	9788925412153
발행(출시)일자	2017년 09월 30일
쪽수	454쪽
크기	189 * 258 * 24 mm / 944 g
총권수	1권