메뉴 건너뛰기




Volumn , Issue , 2010, Pages 73-83

Causal inference for statistical fault localization

Author keywords

Causal inference; Debugging; Fault localization; Potential outcome model; Program analysis

Indexed keywords

CAUSAL INFERENCE; DEBUGGING; FAULT LOCALIZATION; POTENTIAL OUTCOMES; PROGRAM ANALYSIS;

EID: 77955876106     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1831708.1831717     Document Type: Conference Paper
Times cited : (108)

References (32)
  • 7
    • 26044480846 scopus 로고    scopus 로고
    • Supporting controlled experimentation with testing techniques: An infrastructure and its potential impact
    • H. Do, S. Elbaum, and G. Rothermel. Supporting Controlled Experimentation with Testing Techniques: An Infrastructure and its Potential Impact. Empirical Software Engineering, 10(4):405-435, 2005.
    • (2005) Empirical Software Engineering , vol.10 , Issue.4 , pp. 405-435
    • Do, H.1    Elbaum, S.2    Rothermel, G.3
  • 9
    • 0040252789 scopus 로고    scopus 로고
    • Microdata, heterogeneity and the evaluation of public policy
    • J. J. Heckman. Microdata, Heterogeneity and the Evaluation of Public Policy. Nobel Lectures, Economics 1996-2000:255-322, 2000.
    • (2000) Nobel Lectures, Economics , vol.1996-2000 , pp. 255-322
    • Heckman, J.J.1
  • 10
    • 1842429563 scopus 로고    scopus 로고
    • Nonparametric estimation of average treatment effects under exogeneity: A review
    • G. W. Imbens. Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review. Review of Economics and Statistics, 86(1):4-29, 2004.
    • (2004) Review of Economics and Statistics , vol.86 , Issue.1 , pp. 4-29
    • Imbens, G.W.1
  • 18
    • 56349150784 scopus 로고    scopus 로고
    • Algorithms and tool support for dynamic information flow analysis
    • W. Masri and A. Podgurski. Algorithms and Tool Support for Dynamic Information Flow Analysis. Information and Software Technology, 51(2):385-404, 2009.
    • (2009) Information and Software Technology , vol.51 , Issue.2 , pp. 385-404
    • Masri, W.1    Podgurski, A.2
  • 21
    • 84972526326 scopus 로고
    • On the application of probability theory to agricultural experiments. Essay on principles
    • J. S. Neyman. On the Application of Probability Theory to Agricultural Experiments. Essay on Principles. Statistical Science, 5:465-480, 1923.
    • (1923) Statistical Science , vol.5 , pp. 465-480
    • Neyman, J.S.1
  • 23
    • 77955914707 scopus 로고    scopus 로고
    • An introduction to causal inference
    • UCLA Cognitive Systems Laboratory
    • J. Pearl. An Introduction to Causal Inference. Technical report, UCLA Cognitive Systems Laboratory, 2009.
    • (2009) Technical Report
    • Pearl, J.1
  • 25
    • 5344244656 scopus 로고    scopus 로고
    • R Development Core Team R Foundation for Statistical Computing, Vienna, Austria
    • R Development Core Team. R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria, 2008.
    • (2008) R: A Language and Environment for Statistical Computing
  • 27
    • 58149417330 scopus 로고
    • Estimating causal effects of treatments in randomized and nonrandomized studies
    • D. Rubin. Estimating Causal Effects of Treatments in Randomized and Nonrandomized Studies. Journal of Educational Psychology, 66:688-701, 1974.
    • (1974) Journal of Educational Psychology , vol.66 , pp. 688-701
    • Rubin, D.1
  • 28
    • 67649356446 scopus 로고    scopus 로고
    • The design versus the analysis of observational studies for causal effects: Parallels with the design of randomized trials
    • D. B. Rubin. The Design versus the Analysis of Observational Studies for Causal Effects: Parallels With the Design of Randomized Trials. In Statistics in Medicine, 2006.
    • (2006) Statistics in Medicine
    • Rubin, D.B.1
  • 30
    • 0033446553 scopus 로고    scopus 로고
    • The estimation of causal effects from observational data
    • C. Winship and S. L. Morgan. The Estimation of Causal Effects from Observational Data. Annual Review of Sociology, 25:659-707, 1999.
    • (1999) Annual Review of Sociology , vol.25 , pp. 659-707
    • Winship, C.1    Morgan, S.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.