JGSS統計分析セミナー2009－傾向スコアを用いた因果分析－
|
|
|
- みさき みおか
- 7 years ago
- Views:
Transcription
1 日本版総合的社会調査共同研究拠点研究論文集 [10] JGSS Research Seres No.7 JGSS 2009 JGSS JGSS Statstcal Analyss Semnar: Causalty Analyss based on the Propensty Score Kana MIWA JGSS Research Center Osaka Unversty of Commerce akayuk SUGASAWA Career Path Creaton Center Kyushu Unversty JGSS Research Center hosted a statstcal analyss semnar on the theme of causalty analyss based on the propensty score. Propensty score s one methodology to analyss causal effect when a random samplng data s not avalable. Although causalty analyss usng the propensty score s known as to avod the sample selecton bas whch we cannot deal wth by normal multvarable analyss, there are few studes that employed ths approach n Japan. hs paper ams to explan how to do the causalty analyss based on the propensty score, and show examples by usng JGSS data. Key Words: JGSS, causalty analyss, propensty score, satsfacton of famly lfe JGSS 2009 propensty score JGSS JGSS 285
2 日本版総合的社会調査共同研究拠点研究論文集 [10] JGSS Research Seres No.7 1 JGSS propensty score sample selecton bas Japanese General Socal Surveys JGSS Y X Y 3 X Y (1) emporalty X Y (2) Correlaton X Y (3) Non-spurousness X Y X Y X Y treatment Y counterfactual Y treatment average treatment effect E d E{ Y treatment} E{ Y no treatment} 286
3 日本版総合的社会調査共同研究拠点研究論文集 [10] JGSS Research Seres No.7 E{ Y treatment} E{ Y no treatment} treatment group control group C d d = E{ Y treatment} E{ Y no treatment} 1 2 d E{ Y no treatment} = E{ Y no treatment} E{ Y treatment} E{ Y no treatment} Y d s d = E{ Y = E{ Y treatment} E{ Y treatment} E{ Y C C C no treatment } no treatment } d Rosenbaum and Rubn 1983 propensty score strongly gnorable treatment assgnment { Z } X P P C { E[ Y treatment, P( Z)] E[ Y no treatment, P( )]} E{ Y Y } = E Z Y, Y C C ( Y Y ) 2009 X Y Rubn 1985 Imbens 2000 nverse probablty treatment estmaton IPE s 287
4 日本版総合的社会調査共同研究拠点研究論文集 [10] JGSS Research Seres No.7 (1) IPE P 1/ P 1/(1 P) X P P P X X X X Y IPE 2 2 IPE X 2 1 X P X = α + β Z + v 2 P P = exp[ ˆ α + βˆ Z ]/(1 + exp[ ˆ α + βˆ Z ]) ˆα, βˆ 3 X 1/ P /(1 P) 1 4 X 3 5 Y Y = δ + Weghted[ η X + γ Z ] + u X {Z} Y { Z } X P IPE P X Y { Z } a Y X {Z} b IPE P X X Y X doubly robust estmator a ab 2009 JGSS 288
5 日本版総合的社会調査共同研究拠点研究論文集 [10] JGSS Research Seres No.7 3 JGSS SPSS General Socal Survey GSS JGSS JGSS JGSS-2000 JGSS-2001 JGSS-2002 JGSS , JGSS-2000~2003 JGSS-2000 JGSS-2001 JGSS-2002 JGSS ,500 4,500 5,000 7, ( A B 2 ) 2,893 2,790 2,953 A 1,957 B 1, A 55.0 B 48.0 JGSS 4 JGSS X Y X PX1 3 1 (2) 289
6 日本版総合的社会調査共同研究拠点研究論文集 [10] JGSS Research Seres No.7 PX1 exp[ ˆ α + βˆ Z ] = 1+ exp[ ˆ α + βˆ Z ] exp = 1+ exp [ ] [ ] PX1 W1 X1 (1 X1) W1= + 2 PX1 (1 PX1)
7 日本版総合的社会調査共同研究拠点研究論文集 [10] JGSS Research Seres No *** *** *** *** *** *** *** * *** * *** *** Cox & Snell R Nagelkerke R * 10 ** 5 *** 1 X1 WX1 4 4 WX1 WX1C ,063 X WX1 W1 X WX1 C W1 (1 X1) WX WX1 ADJ _ W1 = C ( )
8 日本版総合的社会調査共同研究拠点研究論文集 [10] JGSS Research Seres No ADJ _W X 6 Pearson *** *** 1 ADJ _W1 OLS 7 OLS Y X {Z} 292
9 日本版総合的社会調査共同研究拠点研究論文集 [10] JGSS Research Seres No *** *** *** *** *** *** *** *** *** *** *** *** *** *** *** *** * ** *** ** *** *** * *** R * 10 ** 5 *** ,360 1 X PX 2 3 PX2 exp = 1+ exp [ ] [ ] 3 293
10 日本版総合的社会調査共同研究拠点研究論文集 [10] JGSS Research Seres No *** *** *** ** *** * Cox & Snell R Nagelkerke R * 10 ** 5 *** 1 2 X WX 2 W2 X 2 WX 2 C W2 (1 X 2) WX 2 WX 2C WX2 759 WX2C ( ) ADJ _ W2 = ADJ _W ,360 X WX2 W2 X WX2 C W2 (1 X 2) ADJ _W
11 日本版総合的社会調査共同研究拠点研究論文集 [10] JGSS Research Seres No.7 ADJ _W2 OLS *** *** *** *** *** *** ** ** *** *** *** *** ** ** * * * ** ** ** *** *** *** *** R * 10 ** 5 *** 1 295
12 日本版総合的社会調査共同研究拠点研究論文集 [10] JGSS Research Seres No treatment Acknowledgement General Socal Surveys JGSS SSJ 1 IPE JGSS SPSS /SAVE=PRED X = 1 pre_1, 2009,,. Imbens, G. W., 2000, he Role of the Propensty Score n Estmatng Dose-response Functons, Bometrka, 87(3), , 2009, Propensty Score Matchng,, No Rosenbaum, P. R. and Rubn, D. B., 1983, he Central Role of the Propensty Score n Observatonal Studes for Causal Effects, Bometrka, 70(1), Rubn, D. B., 1985, he Use of Propensty Score n Appled Bayesan Inference, Bernardo, J. M., De Groot, M. H., Lndley, D. V., and Smth, A. F. M. (eds.), Bayesan Statstcs, Vol.2, , North-Holland: Elsever Scence Publsher B. V. 296
クレジットカードの利用に関する一考察―JGSS-2005の分析から―
日本版 General Social Surveys 研究論文集 [6] JGSS で見た日本人の意識と行動 JGSS Research Series No.3 JGSS-2005 A Study of the use of credit cards: From the Data of JGSS-2005 Yoko MATSUZAWA Graduate School of Letters Kyoto
日本人英語使用者の特徴と英語能力－JGSS-2002 とJGSS-2006 のデータから－
JGSS-22 JGSS-26 The Characteristics of English Users and English Proficiency of Japanese People: From the Data of JGSS-22 and JGSS-26 Kaoru KOISO Faculty of Business Administration Osaka University of
Microsoft Word - Ï. ÏÌáÉ + íÇÓãíä.doc
3948 98789 98963974 9897994 9498876 046 06 /6 / 50 86 086 0 6749 798 98945799 988997894 96799 74 98599446 988997894 9894 9.6 9.6 4994 77 98959 9597 748 99949 7.6 9.6 94.6 989683 9 54 89 9853 799 98599446
日本人の子育て観－JGSS-2008 データに見る社会の育児能力に対する評価－
JGSS-2008 JGSS Japanese Attitudes Toward Childrearing: Opinions About the Ability to Raise Children in Japanese Society Based on JGSS-2008 Data Takayuki SASAKI JGSS Research Center Osaka University of
main.dvi
THE INSTITUTE OF ELECTRONICS, INFORMATION AND COMMUNICATION ENGINEERS TECHNICAL REPORT OF IEICE. ( ) Estmaton and Analyss of Topc Models n Tme Seres Japanese / Chnese News and Blogs Shuo HU,LyZHENG, Yusuke
(004)(004) (006)(009a,b)(011) Hashmoto and Cohn(1997) Hashmoto and Cohn(1997) FFCQ(Flexble Fxed Cost Quadratc functon) Hashmoto an
010 11 011 3 *C) 0530186 0 009 6 004 1 (004)(004) (006)(009a,b)(011) Hashmoto and Cohn(1997) Hashmoto and Cohn(1997) 1991 94 FFCQ(Flexble Fxed Cost Quadratc functon) Hashmoto and Cohn(1997) 1 Hashmoto
2 ID POS 1... 1 2... 2 2.1 ID POS... 2 2.2... 3 3... 5 3.1... 5 3.2... 6 3.2.1... 6 3.2.2... 7 3.3... 7 3.3.1... 7 3.3.2... 8 3.3.3... 8 3.4... 9 4... 11 4.1... 11 4.2... 15 4.3... 27 5... 35... 36...
雇用不安時代における女性の高学歴化と結婚タイミング－JGSSデータによる検証－
日 本 版 General Social Surveys 研 究 論 文 集 [6] JGSS で 見 た 日 本 人 の 意 識 と 行 動 JGSS Research Series No.3 JGSS Women s Higher Education and Marriage Timing in an era of employment uncertainty Yuko NOZAKI Graduate
A5 PDF.pwd
Average Treatment Effect; ATE attributes Randomized Factorial Survey Experiment; RFSE cues ATE ATE Hainmueller et al. 2014 Average Marginal Component Effect ATE 67 4 2017 2 845 , ;, ATE, ;, ;, W 846 67
母親の就業が子どもに与える影響―その意識を規定する要因の分析―
日本版 General Social Surveys 研究論文集 [5] JGSS で見た日本人の意識と行動 JGSS Research Series No.2 Effects of mothers employment on children An analysis of the determinants of people s attitudes towards working mothers
dvi
2017 65 2 217 234 2017 Covariate Balancing Propensity Score 1 2 2017 1 15 4 30 8 28 Covariate Balancing Propensity Score CBPS, Imai and Ratkovic, 2014 1 0 1 2 Covariate Balancing Propensity Score CBPS
社会学部紀要 １１９号☆／表紙（１１９）
October 2014 2 2014 SSM SSM 1 1 1.1 1909 2002 2002 : 114 1965 SSM 20101965 40 1917 26 50 1907 1916 1917 26 1907 16 SSM 1 1 1886 1896 1906 1916 1926 95 05 15 25 35 31.6 47.4 10.5 5.3 5.3 32.4 51.4 13.5
Microsoft Word - 第7回傾向スコア.docx
東北大学病院循環器内科 東北大学臨床研究推進センター共催 東北大学大学院医学系研究科 EBM 開発学寄附講座 宮田敏 Data! data! data! he cred mpatently. I can't make brcks wthout clay. From The Adventure of the Copper Beeches, The Adventure of Sherlock Holmes.
1 911 9001030 9:00 A B C D E F G H I J K L M 1A0900 1B0900 1C0900 1D0900 1E0900 1F0900 1G0900 1H0900 1I0900 1J0900 1K0900 1L0900 1M0900 9:15 1A0915 1B0915 1C0915 1D0915 1E0915 1F0915 1G0915 1H0915 1I0915
O1-1 O1-2 O1-3 O1-4 O1-5 O1-6
O1-1 O1-2 O1-3 O1-4 O1-5 O1-6 O1-7 O1-8 O1-9 O1-10 O1-11 O1-12 O1-13 O1-14 O1-15 O1-16 O1-17 O1-18 O1-19 O1-20 O1-21 O1-22 O1-23 O1-24 O1-25 O1-26 O1-27 O1-28 O1-29 O1-30 O1-31 O1-32 O1-33 O1-34 O1-35
日本人英語学習者の動機付け―JGSS-2003のデータ分析を通して―
日本版 General Social Surveys 研究論文集 [4] JGSS で見た日本人の意識と行動 JGSS Research Series No.1 Motivation of Japanese English learners From the data of JGSS-2003 Kaoru KOISO By analyzing the data of JGSS-2003 with χ
2010 9 2011 3 *C) 20530186 20 16 20 5 81 1 (1986)(1987) (1989)(1996)(2010)(2002) (1989)(1992)(1998) (1997)NTT(1993) (1997)(1994)JR(2009(2009) (2002)(2000) (1989) 1 2 2004 (2004)(2004)(2006)(2009a,b) (2004)(2004)(2006)(2009a
情意要因が英語の読解力と会話力に及ぼす影響－JGSS-2008 のデータから－
JGSS-2008 The Influence of Affective Factors on English Reading and Conversation Proficiency among Japanese from the Data of JGSS-2008 Kaoru KOISO Faculty of Business Administration Osaka University of
社会関係資本と外国人に対する寛容さに関する研究―JGSS-2008 の分析から―
JGSS-2008 Social Capital and Tolerance toward Foreigners in Japan: Analysis of JGSS-2008 Emi OOKA School of Sociology Kwansei Gakuin University The goal of this paper is to explore how tolerance towards
所得の水準とばらつきの時系列的推移について－JGSSと政府統計の比較－
Trends of Income Level and Distribution: Comparison of the results of Data and Government Statistics Takehisa SHINOZAKI School of Creative Science and Engineering, Faculty of Science and Engineering, Waseda
立命館21_松本先生.indd
2143-552010 1 2 () 1 2 3 456 78- Key Words 1 3 12007 2 3 508 19992008 1 23 4 43 2120107 4 2008 1992 2003 2005 1989 2008 4 2 2-1 10 4 4 6 5 4 5 2946 1 155 11 41 44 45 4 2-2 2003 1 21 2 1 3 4 5 6 7 3 2120107
立命館20_服部先生.indd
20 93-105 2010 2 () ' - 1 ( ) ( ' 2005) Key Words 2 1967 93 20 2010 1 94 1 ' 2002 2 2 1996 1996 1999 2 2 2 1993 1999 4 1 2 1985 1989 1986 1994 4 1 2 1 1 4 2 4 4 1 4 1966 4 10-1970 20 1993-1972 95 20 2010
1996 2000 2004 1984 2005 7150 000 9 500 9 4 13 10 95 11 11 12 20002004 9 70
14 2006 1 Key Words 2002 3 1 2 3 3 1 2 3 1969 1987 69 1996 2000 2004 1984 2005 7150 000 9 500 9 4 13 10 95 11 11 12 20002004 9 70 14 2006 1 15 71 72 1 22 6 32 9 200 6 3 1 2 2000 10 1 2003 10 2005 6 5 4
立命館16_坂下.indd
1669-792008 1 - ' 85- -108 ' Key words 1 2 2003 69 1620082 5 3 1990 1997 4 5 2001 1307 6 7 1 1 1 1996 100 2 1997 71 3 1998 71 4 1999 96 5 2000 95 6 2001 145 7 2002 191 8 2003 174 9 2004 120 10 2005 122
立命館人間科学研究No.10
1 77 5 Key words 1 23 3 11417 14310045 20022004 2 2003 20022005 20022004 2 10200511 3 2003 1152003 59 1995 3 32003 19932002 20032003 2005 20052005 4 1997 2000521986 2001 42001 3 1981 6 1 7 5 1000248 1632647
立命館21_川端先生.indd
21 119-132 2010 ( ) ' Key Words 119 21 2010 7 1962 2001 2001 2007 1982 1988 1997 2007 1997 1998 1863 1880 1 1998 1998 2001 1599 120 121 1599 1695 8 1695 1714 4 1714 1715 5 1715 100 1812 9 1812 1864 2001
立命館14_前田.indd
1499-1122007 1 ) ) ) ) ) (1) -- ) ) ) ) ) ) ( ) ) ' ) ) ) ) - 1) 2)' 3) Key words 19811994 1721 99 1420073 100 20012004 2005 2004 2002 33 34 10 1987 45 20002003 2002 1 1 2000 1 1 2001 2 200341 12004 2
立命館17_坂下.indd
1793-1052008 1 () -- -- - Key words 1 93 1720088 2 3 2003 15 1996 50 3040 2 3 4050 50 10 1980 1995 1950 1958 1968 1972 94 95 1987 4 4 70 3 3 1 2000 2001 4 1720088 96 2001 2003 2 1978 1990 1997 130 2 3
立命館人間科学研究No.10
49 00 7 Key words 980 995 50 0005 90 997 99 990 994 99 99 99990 99 996 988988 994 99 995 995 995 994 984 988 986 997 997 00 995 00 5 7 5 5 999 997 997 998 6 998 999 997 997 998 0040000 994 996 000 00 5
立命館19_椎原他.indd
191-132009 1 ( ) ' Key Words 1 11 12007 2007 200520062 201120062 7558 4009 1 1920098 2007 2 2000 028 2005 1999 12 1999 13 1968 2 3 '1992 2007 2001 20052001 1977 2005 2005 2007 21 21 22 461927 3 13 1920098
立命館人間科学研究No.10
61 10 1990 Key words 1 102005 11 62 2000 1 1920 10 1892 63 1 1 19 100 1914 100 1 1 20 1 2 102005 11 64 1946 21 4 1947 1949 1947 22 1 3 1956 1959 1958 2 1964 65 2 10 1975 7080 70 2 1 1987 1990 40 1989 1989
立命館19_徳田.indd
1991-1022009 1 2 () )--) 28 2827 1 2 Key Words 1 (1721 2000 20012001 20082009 91 1920098 92 20042004 2004 2001 12 2005 20082009 2005 3 1997 200820096 2007 2 20082009 93 20012001 12 2008 2009 19611966 1
JGSS累積データ にみる政党支持および政党評価の規定要因
日本版 General Social Surveys 研究論文集 [5] JGSS で見た日本人の意識と行動 JGSS Research Series No.2 Party Identification and Estimation of Parties Competency: JGSS Cumulative Data 2000-2003 Satoko YASUNO The purpose of this
表紙４＿１／山道 小川内 小川内 芦塚
1 2008.1Vol.23 2008.1Vol.23 2 2008.1Vol.23 3 2008.1Vol.23 4 5 2008.1Vol.23 2008.1Vol.23 6 7 2008.1Vol.23 2008.1Vol.23 8 9 2008.1Vol.23 10 2008.1Vol.23 11 2008.1Vol.23 12 2008.1Vol.23 Center 13 2008.1Vol.23
日本における結婚観の変化―JGSS累積データ を用いた分析―
JGSS 2000-2010 JGSS Changes in Attitudes toward Marriage in Japan: Analyses Using the JGSS Cumulative Data 2000-2010 Sayaka K. SHINOHARA JGSS Research Center Osaka University of Commerce Using the Japanese
蝨ｰ蝓溯・豐ｻ縺ｨ繧ｳ繝溘Η繝九ユ繧｣蠖｢謌舌↓髢｢縺吶ｋ螳滓・隱ｿ譟ｻ・域擲莠ｬ迚茨ｼ峨仙悸邵ｮ縺ｪ縺励・indd
1 1 2 3 3 1 3 2 4 5 6 7 8 8 1 8 2 1 2 2014 10 10 2014 10 20 1 2008 7 30 6 30 2020 30 2 2002 IT IT 2000 2005 IT 3 2008 JASSO, 20122012 37,989 7,910 22.2 3 4,684 13.2 4,092 11.5 12,594 35.4 6 2008 9,684
通勤混雑と家賃関数*
CIRJE-J-30 CIRJE 000 8 5 9 3 Estmaton of Fatgue Cost of Commutng Congeston and Optmal Congeston Fare Ths paper has three ams. Frst, we estmate a hedonc housng rent functon along the Chuo Lne n Tokyo wth
Ł×
March OECD eds. OECD eds. ab March 100.0 80.0 60.0 40.0 20.0 95.7 94.9 91.9 93.8 88.0 94.4 78.1 77.0 35.2 38.7 0.0 6069 7079 8089 9099 0009 March W W B B W B W W B B W B March 2.5 2.0 1.5 2.03 1.79 1.95
合併後の交付税について
(1) (2) 1 0.9 0.7 0.5 0.3 0.1 2 3 (1) (a), 4 (b) (a), (c) (a) 0.9 0.7 0.5 0.3 0.1 (b) (d),(e) (f) (g) (h) (a) (i) (g) (h) (j) (i) 5 (2) 6 (3) (A) (B) (A)+(B) n 1,000 1,000 2,000 n+1 970 970 1,940 3.0%
高齢期における社会的ネットワークの「多様性」―JGSS-2003データを用いた「相談」ネットワークの分析―
日本版 General Social Surveys 研究論文集 [5] JGSS で見た日本人の意識と行動 JGSS Research Series No.2 "Diversity" of Senior Citizen's Social Networks: An Analysis of Discussion Network Based on JGSS-2003 Kuniaki SHISHIDO The
zsj2017 (Toyama) program.pdf
88 th Annual Meeting of the Zoological Society of Japan Abstracts 88 th Annual Meeting of the Zoological Society of Japan Abstracts 88 th Annual Meeting of the Zoological Society of Japan Abstracts 88
88 th Annual Meeting of the Zoological Society of Japan Abstracts 88 th Annual Meeting of the Zoological Society of Japan Abstracts 88 th Annual Meeting of the Zoological Society of Japan Abstracts 88
_170825_<52D5><7269><5B66><4F1A>_<6821><4E86><5F8C><4FEE><6B63>_<518A><5B50><4F53><FF08><5168><9801><FF09>.pdf
88 th Annual Meeting of the Zoological Society of Japan Abstracts 88 th Annual Meeting of the Zoological Society of Japan Abstracts 88 th Annual Meeting of the Zoological Society of Japan Abstracts 88
LCC LCC INOUE, Gaku TANSEI, Kiyoteru KIDO, Motohiro IMAMURA, Takahiro LCC 7 LCC Ryanair 1 Ryanair Number of Passengers 2,000,000 1,800,000 1,
LCC LCC INOUE, Gaku TANSEI, Kiyoteru KIDO, Motohiro IMAMURA, Takahiro 1 23 LCC 7 LCC Ryanair 1 Ryanair Number of Passengers 2,, 1,8, 1,6, 1,4, 1,2, 1,, 8, 6, 4, 2, 1985 1987 199 1993 1996 1998 Barrett
<31322D899C8CA982D982A95F985F95B65F2E696E6464>
SUMMARY Japan is one of the most earthquakeprone country in the world, and has repeatedly experienced serious major damages. No matter how serious the impact of earthquake disasters, each and every time,
2. (1) R. A Fsher 4) Maddala(1993) 5) Matyas and Sevestre(1996) 6) Baum- Snow(2007) 7) Baum-Snow Alonso (2004) 8) (2002) 9) (2002) 10)
1 2 3 1 657-8501 1-1 E-mal: koke@lon.kobe-u.ac.jp 2 732-0052 2-10-11 E-mal: kenj.hra@fukken.co.jp 3 101-0032 3-8-15 E-mal: kesuke.sato@fukken.co.jp Key Words : ex-post analyss, fxed effect model, accessblty,
Vol.1 No Autumn
OKAMOTO, Naohisa SATO, Takao 1 1-15m 5TEU 2251% 2 99.8%8 6 16 1,5 14 12 1 8 6 4 2 HongKong Singapore Kaohsiung Pusan Yokohama Kobe 1, 5 6,TEU 5,TEU 4,TEU 3,TEU 2,TEU 1,TEU 1,TEU 1973 1975 1985 1995 65
親からの住宅援助と親子の居住関係－JGSS-2006 データによる検討－
JGSS-2006 Parental housing assistance as a determinant of parent-child proximity in Japan: Results from the JGSS-2006 Rokuro TABUCHI Faculty of Human Sciences Sophia University Exchange theory and some
Kyushu Communication Studies 第２号
Kyushu Communication Studies. 2004. 2:1-11 2004 How College Students Use and Perceive Pictographs in Cell Phone E-mail Messages IGARASHI Noriko (Niigata University of Health and Welfare) ITOI Emi (Bunkyo
日本版 General Social Surveys 研究論文集[2]
![日本版 General Social Surveys 研究論文集[2]](/thumbs/49/25478732.jpg "日本版 General Social Surveys 研究論文集[2]")
Implementing a Social Networks Module in the Japanese General Social Surveys (JGSS): Results of the Pre-test Keiko NAKAO, Ken ichi IKEDA, and Satoko YASUNO The project of Japanese General Social Surveys
1 NHK Kirkorian, Wartella, and Anderson [3] Schmidt and Vandewater [4] 2
![1 NHK Kirkorian, Wartella, and Anderson [3] Schmidt and Vandewater [4] 2](/thumbs/91/106398520.jpg "1 NHK Kirkorian, Wartella, and Anderson [3] Schmidt and Vandewater [4] 2")
? 2008 9 28 We thank Colin McKenzie, Noriko Mizutani, Yoko Morita, Midori Wakabayashi and seminar participants at Kansai Labor Economics Seminar for their helpful comments and discussions. We would like
<4D F736F F D2088E38A77939D8C7695D78BAD89EF313791E63789F18C588CFC E646F6378>
東北大学病院循環器内科 東北大学病院臨床研究推進センター共催東北大学大学院医学系研究科 EBM 開発学寄附講座宮田敏 Absence of evdence s not evdence of absence! - Carl Sagan - 1 1. 因果効果と交絡因子 医学において新規薬剤が開発されたり, 新たな手術技法が考案されたりしたとき, これらの新しい処置 (= 医学的介入 ) の因果効果を検証するための研究が行われます
untitled
2010 58 1 39 59 c 2010 20 2009 11 30 2010 6 24 6 25 1 1953 12 2008 III 1. 5, 1961, 1970, 1975, 1982, 1992 12 2008 2008 226 0015 32 40 58 1 2010 III 2., 2009 3 #3.xx #3.1 #3.2 1 1953 2 1958 12 2008 1 2
JGSS-2000にみる有権者の政治意識
JGSS-2000 Party Identification and political attitudes in JGSS-2000 Satoko YASUNO and Ken ichi IKEDA The purpose of this paper is to examine political attitudes among Japanese electorates. It should be
ボーナス制度と家計貯蓄率－サーベイ・データによる再検証－
ESRI Discussion Paper Series No.139 by May 2005 Economic and Social Research Instute Cabinet Office Tokyo, Japan * 400 : JEL classification: D12, E21 * 186-8603 2-1 042-580-8369 FAX 042-580-8333 1 Abstract
第Ⅰ章
4 11 () () () () () () () () () 19 () () () () () () () () () 28 () () 30 32 34 36 37-1 - -2 - () -3 - SPSS () ()() () () () -4 - N N N -5 - () A AB B O () A AB B O N N -6 - -7 - () N= -8 - () () () -9
高齢期における幸福感規定要因の男女差について―JGSS-2000/2001統合データに基づく検討―
日本版 General Social Surveys 研究論文集 [6] JGSS で見た日本人の意識と行動 JGSS Research Series No.3 JGSS-2000/2001 Difference between Men's Happiness and Women's Happiness in Later Life An Analysis Based on JGSS Integrated
1.... 3 2.... 5 3.... 8 3.1.... 9 3.2.... 13 3.3.... 18 4.... 21 4.1.... 21 4.2.... 23 4.3.... 26 5.... 32... 33 1... 35 2... 39 1.... 39 2.... 43 2
JILPT Dscusson Paper Seres 12-2 212 3 ( 22 6 18 ) 1 1.... 3 2.... 5 3.... 8 3.1.... 9 3.2.... 13 3.3.... 18 4.... 21 4.1.... 21 4.2.... 23 4.3.... 26 5.... 32... 33 1... 35 2... 39 1.... 39 2.... 43 2
CVMに基づくNi-Al合金の
CV N-A (-' by T.Koyama ennard-jones fcc α, β, γ, δ β α γ δ = or α, β. γ, δ α β γ ( αβγ w = = k k k ( αβγ w = ( αβγ ( αβγ w = w = ( αβγ w = ( αβγ w = ( αβγ w = ( αβγ w = ( αβγ w = ( βγδ w = = k k k ( αγδ
社会言語学：その仕組み、展望と社会の中での言葉遣いについて
Sociolinguistics: The mechanisms and perspectives of language use within societies. Barry Kavanagh1) Abstract Sociolinguistics is the study of how aspects of society, including its cultural norms, expectations,
研修コーナー
l l l l l l l l l l l α α β l µ l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l l
橡自動車~1.PDF
CIRJE-J-34 2000 10 Abstract In this paper, we examine the diversity of transaction patterns observed between a single pair of one automaker and one auto parts supplier in Japan. Assumed reasonably that
iv a
1. 2. 3. [ iii ] iv 2008 2014a 249 51 2000 v 1 13 1 1 2010 vi 2 SSJ General Social Surveys 2 2005 SSM 2005 2005SSM ASES 2000 2000 2008 EASS East Asian Social Survey 2008 3 14J10080 2014 12 2 General Social
日本統計学会誌, 第44巻, 第2号, 251頁-270頁
44, 2, 205 3 25 270 Multiple Comparison Procedures for Checking Differences among Sequence of Normal Means with Ordered Restriction Tsunehisa Imada Lee and Spurrier (995) Lee and Spurrier (995) (204) (2006)
Soc. Env. Sci., Jpn. 31(1): (2018)
311 13272018 13 一般論文 1 2 2010 2011 2012 FIT FIT 1 2 2017462017103 doi: 10.11353/sesj.31.13 1940298 4342 nobuo.shirai.33@hosei.ac.jp 14 3 4 5 6 20164 7 2014 1 2015 2 2007 3 2014 4 P. Del Rio and M. Burguillo
52-2.indb
Jpn. J. Health Phys., 52 (2) 55 60 (2017) DOI: 10.5453/jhps.52.55 * 1 * 2 * 2 * 3 * 3 2016 10 28 2017 3 8 Enhancement of Knowledge on Radiation Risk Yukihiko KASAI,* 1 Hiromi KUDO,* 2 Masahiro HOSODA,*
28 Horizontal angle correction using straight line detection in an equirectangular image
28 Horizontal angle correction using straight line detection in an equirectangular image 1170283 2017 3 1 2 i Abstract Horizontal angle correction using straight line detection in an equirectangular image
2007p p O O T IBM SPSS Stasitics22 IBM SPSS Stasitics22 α
1 2 1 2 How will the Solitary Eating of the Child Era Influence the Consciousness to a meal? Masayuki Ishii and Riho Kamizima Key Words : 3 2 1981 5 2010p 14 1 2001 p 923 2 2001p 934 2 2001p 934 2 2003p
Fgure : (a) precse but naccurate data. (b) accurate but mprecse data. [] Fg..(p.) Fgure : Accuracy vs Precson []p.0-0 () 05. m 0.35 m 05. ± 0.35m 05.
![Fgure : (a) precse but naccurate data. (b) accurate but mprecse data. [] Fg..(p.) Fgure : Accuracy vs Precson []p.0-0 () 05. m 0.35 m 05. ± 0.35m 05.](/thumbs/91/105121361.jpg "Fgure : (a) precse but naccurate data. (b) accurate but mprecse data. [] Fg..(p.) Fgure : Accuracy vs Precson []p.0-0 () 05. m 0.35 m 05. ± 0.35m 05.")
9 3 Error Analyss [] Danel C. Harrs, Quanttatve Chemcal Analyss, Chap.3-5. th Ed. 003. [] J. R. Taylor (, 000. An Introducton to Error Analyss, nd Ed. 997 Unv. Sc. Books) [3] 00 ( [] 973 Posson [5] 99
繰り返しゲームの新展開：
CIRJE-J-65 001 10 001 10 5 New Progress n Repeated Games: Implct Colluson wth Prvate Montorng Htosh Matsushma Faculty of Economcs, Unversty of Tokyo October 5, 001 Abstract The present paper provdes a
大学における原価計算教育の現状と課題
1 1.1 1.2 1.3 2 2.1 2.2 3 3.1 3.2 3.3 2014a 50 ABC Activity Based Costing LCC Lifecycle Costing MFCA Material Flow Cost Accounting 2 2 2016 9 1 2 3 2014b 2005 2014b 2000 1 2 1962 5 1 3 2 3 4 5 50 2012