기상요인과 식중독 발병의 연관성에 대한 빅 데이터 분석

목차 (Table of Contents)

• 요약
• Abstract
• 1. 서론
• 2. 연구방법
• 2.1 연구자료
• 2.2 분석방법
• 2.3 변수선택
• 3. 연구결과
• 3.1 로지스틱 회귀 분석 결과
• 3.2 Lasso 로지스틱 회귀 분석 결과
• 3.3 예측 정확도
• 4. 고찰 및 결론
• ACKNOWLEDGMENTS
• REFERENCES

참고문헌 (Reference)

1 신호성, "기후변화와 식중독 발생 예측" 한국보건사회연구원 29 (29): 123-138, 2009

2 R. S. KOVATS, "The effect of temperature on food poisoning: a time-series analysis of salmonellosis in ten Europea countries" 132 : 443-453, 2004

3 "The Lasso Logistic Regression Model:Modifications to aid causality assessment for Adverse Events Following Immunization" LONDON SCHOOL of HYGIENE&TROPICAL MEDICINE 2010

4 Ho Sung Shin, "The Impacts of Climate Change and Age Factors on the Food-borne Disease" Korea Institute for Health and Social Affairs 186-210, 2015

5 Kun Ho Seo, "The Impact of Climate Change on the Food-borne Disease" 50 : 64-66, 2010

6 최경호, "R을 이용한 사회연결망 분석에 대한 고찰" 한국융합학회 6 (6): 77-83, 2015

7 이명호, "N-Tier 플랫폼 환경에서 인포그래픽을 기반으로 N-스크린 융합 표현 계층의 설계" 한국융합학회 5 (5): 9-13, 2014

8 R. Konno, "Influence of Temperature and Relative Humidity on Human Rotavirus Infection in Japan" 147 (147): 125-128, 1983

9 Xiaoxu Wu, "Impact of climate change on human infectious diseases : Emprical evidence and human adaptation" 86 : 14-23, 2015

10 Xiaoxu Wu, "Impact of climate change on human infectious diseases : Emprical evidence and human adaptation" 86 : 14-23, 2015

11 Atul A. Khasnis, "Grobal Warming and Infectious Disease" 36 : 689-696, 2005

12 Craig Baker-Austin, "Emerging Vibrio risk in the Baltic Sea in response to ocean warming" 3 : 73-77, 2013

13 Yong Soo Kim, "Correlations between climatic conditions and foodborne disease" 68 : 24-30, 2015

14 Patz JA, "Climate change and waterborne disease risk in the Great Lakes region of the U.S" 35 : 451-458, 2008

15 Graham Bentham, "Climate change and the incidence of food poisoning in England and Wales" 1995

16 Jan C Semenxa, "Climate change and infectious disease in Europe Vol.9"

17 Katherine M, "Climate change and allergic disease" 122 : 443-453, 2008

18 J. D. Greig, "Analysis of foodborne outbreak data reported internationally for source attribution" 130 : 77-87, 2009

19 Yeom Jun Geun, "Analysis of Linear Regression" JaUoo Academy 2005

20 Gareth James, "An Instroduction to Statistical Learning with R" Springer 2013