[ 건강보험가입자소득재산상관성분석 ] 국외출장보고 최현수 ( 정보통계연구실사회보장통계센터 ) - 1 -
국외출장보고 출장목적 : 사회보험료부과대상소득재산운영사례및소득재산상관성분석시각화방법론관련자료수집및전문가면담 사회보험료부과대상소득 재산운영사례및소득재산상관성분석방법론및건강보험가입자유형별보험료 simulation 연구자료관련인터뷰및자료수집 통계분석데이터및결과시각화관련방법론동향및자료수집을위한국제컨퍼런스참석및자료수집 방문기관및국제컨퍼런스 DIW(Deuches Institut fur Wirtschaftsforschung) TK(Techniker Krankenkasse) BMG(Bundesministerium fur Gesundheit) BAFZA(Bundesamt fur Familie Und Zivilgesellshaftliche Aufgabe) VISIGRAPP International Conference 2015-10th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Application 주요면담자 Hermann Buslei (DIW(Deuches Institut fur Wirtschaftsforschung)) Lutz Matuschke (TK(Techniker Krankenkasse)) Peter Schlossmacher, Yongkil Kim (BAFZA(Bundesamt fur Familie Und Zivilgesellshaftliche Aufgabe)) 주요일정 : 2015. 3. 11 ( 수 ) ~ 3. 18 ( 수 ) 3.11 출국 3.12 독일베를린, DIW(Deuches Institut fur Wirtschaftsforschung) 방문및인터뷰 3.13 독일베를린, TK(Techniker Krankenkasse) 방문및인터뷰 3.13 독일베를린, BMG(Bundesministerium fur Gesundheit) 방문및자료수집 3.14 독일베를린, VISIGRAPP International Conference 참석 3.15 이동 3.16 독일쾰른, BAFZA(Bundesamt fur Familie Und Zivilgesellshaftliche Aufgabe) 방문및인터뷰 3.17~18 귀국 - 1 -
1. DIW(Deuches Institut fur Wirtschaftsforschung) 방문및인터뷰 Hermann Buslei (DIW(Deuches Institut fur Wirtschaftsforschung)) GSOEP 활용소득재산상관성분석방법론및건강보험가입자유형별보험료 simulation 연구자료관련인터뷰및자료수집 - 건강보험가입자유형별부과기준관련현황및소득기반분석시적용방안소개 - 조세및사회보험료, 공적이전프로그램관련 micro-simulation 등공동연구관련협의 2. TK(Techniker Krankenkasse) 방문및인터뷰 Lutz Matuschke (TK(Techniker Krankenkasse)) 건강보험부과대상소득재산유형및부과체계관련실무자인터뷰및자료수집 - 2 -
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3. BAFZA(Bundesamt fur Familie Und Zivilgesellshaftliche Aufgabe) 방문및인터뷰 Peter Schlossmacher, Yongkil Kim 사회보험료부과대상소득항목파악및 BFD 사회보험지원관련인터뷰및자료수집 - 독일사회법에근거한건강보험등사회보험료부과대상소득근거자료관련설명 - BAFZA 가담당하고있는 BFD 프로그램참여자에대한사회보험지원관련자료수집 - 독일병역제도개편 (2011) 에따른정책환경변화에따라민사복무제도가전환되었으며, 그결과 Bundesministeriums für Familie, Senioren, Frauen und Jugend(BMFSFJ) 산하민사복무제도담당기관인 Bundesamt für den Zivildienst(BAZ) 가 Bundesamt für Familie und zivilgesellschaftliche Aufgaben(BAFZA) 로개편됨 - 이과정에서민사복무자에게적용되던기관선택및합의, 교육및수당, 사회보험료지원등은지정된사회복지기관과의합의에의해 6개월 ~2년동안자원봉사에참여하는 16세이상모든국민들에게거의그대로적용하며, 관련된업무를총괄담당함 - 4 -
4. VISIGRAPP International Conference VISIGRAPP 학회는 Computer Vision, Imaging and Computer Graphics Theory and Application 등에대한내용을주제로개최됨 - GRAPP2015(10th International conference on computer graphics theory and applications), IVAPP2015(6th International conference on information visualization theory and applications), VISAPP2015(10th International conference vision theory and applications) 등세분야의학회가공동개최하는학술대회임 이학회는 Data Visualization 에강점을가지고있는데, Data Visualization 관련세션으로 ABSTRACT Data Visualization, GENERAL Data Visualization, SPATIAL Data Visualization 3개영역으로구분할수있음 - ABSTRACT Data Visualization : Visual Data Analysis and Knowledge Discovery, Visual Representation and Interaction, Data Management and Knowledge Representation, Mathematical Foundations of Interactive Visual Analysis, Databases and visualization, Visual Data Mining, Graph Visualization, Information Visualization, Text and Document Visualization 등 - GENERAL Data Visualization : Interpretation and Evaluation Methods, Knowledge-assisted Visualization, Large Data Visualization, Perception and Cognition in Visualization, Visualization Applications, Visualization Tools and Systems for Simulation and Modeling, Time-dependent Visualization 등 - SPATIAL Data Visualization : Flow Visualization, Multi-field Visualization, Parallel Visualization, Virtual Environments and Data Visualization, Scientific Visualization 등 - 5 -
소득재산상관성분석등보고서작성을위해활용할만한일반적인시각화방법론 - Partial dependence plot - Relative influence plot : Relative influence plot 은설명변수가영향을미치는 비중의합을 100% 로나타낸시각화방법으로, 소득에영향을주는변수들의상대적 비중의크기를확인할수있음 - 6 -
- Two variables dependency plot - Canonical Correlation Analysis 시각화 - 7 -
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regression model 의시각화 (R visreg) - 설명변수에대한 additive linear model 의 conditional plot - categorical 설명변수와관련된회귀함수의시각화 - continuous term 인 wind 와 categorical term 인 heat 의 interaction 을고려한 모형을적합하여다음과같은 cross-sectional plot 을그릴수있음 - 10 -