{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,13]],"date-time":"2025-12-13T07:15:00Z","timestamp":1765610100589,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":33,"publisher":"ACM","license":[{"start":{"date-parts":[[2020,9,28]],"date-time":"2020-09-28T00:00:00Z","timestamp":1601251200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"BIOPRO2","award":["4105-00020B"],"award-info":[{"award-number":["4105-00020B"]}]},{"DOI":"10.13039\/501100004543","name":"China Scholarship Council","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100004543","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2020,9,28]]},"DOI":"10.1145\/3399715.3399913","type":"proceedings-article","created":{"date-parts":[[2020,10,2]],"date-time":"2020-10-02T23:52:27Z","timestamp":1601682747000},"page":"1-9","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["RegLine"],"prefix":"10.1145","author":[{"given":"Xiaoyi","family":"Wang","sequence":"first","affiliation":[{"name":"University of Copenhagen, Copenhagen, Denmark"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Luana","family":"Micallef","sequence":"additional","affiliation":[{"name":"University of Copenhagen, Copenhagen, Denmark"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kasper","family":"Hornb\u00e6k","sequence":"additional","affiliation":[{"name":"University of Copenhagen, Copenhagen, Denmark"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2020,10,2]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Simple linear regression. Nature Methods 12 (Oct","author":"Altman Naomi","year":"2015","unstructured":"Naomi Altman and Martin Krzywinski . 2015. Simple linear regression. Nature Methods 12 (Oct . 2015 ), 999. http:\/\/dx.doi.org\/10.1038\/nmeth.3627 10.1038\/nmeth.3627 Naomi Altman and Martin Krzywinski. 2015. Simple linear regression. Nature Methods 12 (Oct. 2015), 999. http:\/\/dx.doi.org\/10.1038\/nmeth.3627"},{"key":"e_1_3_2_1_2_1","volume-title":"Principles and Procedures of Exploratory Data Analysis. Psychological Methods 2 (06","author":"Behrens John","year":"1997","unstructured":"John Behrens . 1997. Principles and Procedures of Exploratory Data Analysis. Psychological Methods 2 (06 1997 ), 131--160. https:\/\/doi.org\/10.1037\/1082-989X.2.2.131 10.1037\/1082-989X.2.2.131 John Behrens. 1997. Principles and Procedures of Exploratory Data Analysis. Psychological Methods 2 (06 1997), 131--160. https:\/\/doi.org\/10.1037\/1082-989X.2.2.131"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.2517-6161.1964.tb00553.x"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.2307\/1911963"},{"key":"e_1_3_2_1_5_1","unstructured":"John Burkardt. [n.d.]. STATS - Statistical Datasets. http:\/\/people.sc.fsu.edu\/~jburkardt\/datasets\/stats\/stats.html http:\/\/people.sc.fsu.edu\/~jburkardt\/datasets\/stats\/stats.html Mar. 2019.  John Burkardt. [n.d.]. STATS - Statistical Datasets. http:\/\/people.sc.fsu.edu\/~jburkardt\/datasets\/stats\/stats.html http:\/\/people.sc.fsu.edu\/~jburkardt\/datasets\/stats\/stats.html Mar. 2019."},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2012.6256553"},{"key":"e_1_3_2_1_7_1","unstructured":"R.D. Cook and S. Weisberg. 1982. Residuals and Influence in Regression. Chapman & Hall. https:\/\/books.google.dk\/books?id=MVSqAAAAIAAJ  R.D. Cook and S. Weisberg. 1982. Residuals and Influence in Regression. Chapman & Hall. https:\/\/books.google.dk\/books?id=MVSqAAAAIAAJ"},{"key":"e_1_3_2_1_8_1","volume-title":"BEAMES: Interactive Multi-Model Steering, Selection, and Inspection for Regression Tasks.","author":"Das Subhajit","year":"2018","unstructured":"Subhajit Das , Dylan Cashman , Alex Endert , and Remco Chang . 2018 . BEAMES: Interactive Multi-Model Steering, Selection, and Inspection for Regression Tasks. Subhajit Das, Dylan Cashman, Alex Endert, and Remco Chang. 2018. BEAMES: Interactive Multi-Model Steering, Selection, and Inspection for Regression Tasks."},{"key":"e_1_3_2_1_9_1","unstructured":"David M. Lane. [n.d.]. Online Statistics Education: A Multimedia Course of Study. http:\/\/onlinestatbook.com http:\/\/onlinestatbook.com Mar. 2019.  David M. Lane. [n.d.]. Online Statistics Education: A Multimedia Course of Study. http:\/\/onlinestatbook.com http:\/\/onlinestatbook.com Mar. 2019."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/TVCG.2018.2865043"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/2470654.2481318"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2011.6102449"},{"key":"e_1_3_2_1_13_1","volume-title":"Applied regression analysis and generalized linear models","author":"Fox John","unstructured":"John Fox . 2008. Applied regression analysis and generalized linear models , 2 nd ed. Sage Publications, Inc, Thousand Oaks, CA , US. John Fox. 2008. Applied regression analysis and generalized linear models, 2nd ed. Sage Publications, Inc, Thousand Oaks, CA, US.","edition":"2"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2009.5333431"},{"key":"e_1_3_2_1_15_1","volume-title":"Mar.","author":"Pardoe Iain","year":"2019","unstructured":"Iain Pardoe , Laura Simon , and Derek Young . [n.d.]. STAT 501. https:\/\/newonlinecourses.science.psu.edu\/stat501\/node\/2\/ https:\/\/newonlinecourses.science.psu.edu\/stat501\/node\/2\/ , Mar. 2019 . Iain Pardoe, Laura Simon, and Derek Young. [n.d.]. STAT 501. https:\/\/newonlinecourses.science.psu.edu\/stat501\/node\/2\/ https:\/\/newonlinecourses.science.psu.edu\/stat501\/node\/2\/, Mar. 2019."},{"volume-title":"An Introduction to Statistical Learning: With Applications in R","author":"James Gareth","key":"e_1_3_2_1_16_1","unstructured":"Gareth James , Daniela Witten , Trevor Hastie , and Robert Tibshirani . 2014. An Introduction to Statistical Learning: With Applications in R . Springer Publishing Company, Inc orporated. Gareth James, Daniela Witten, Trevor Hastie, and Robert Tibshirani. 2014. An Introduction to Statistical Learning: With Applications in R. Springer Publishing Company, Incorporated."},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8659.2009.01475.x"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/VAST.2012.6400537"},{"key":"e_1_3_2_1_19_1","unstructured":"M.H. Kutner C.J. Nachtsheim and J. Neter. 2003. Applied Linear Regression Models. McGraw-Hill Higher Education. https:\/\/books.google.dk\/books?id=0nAMAAAACAAJ  M.H. Kutner C.J. Nachtsheim and J. Neter. 2003. Applied Linear Regression Models. McGraw-Hill Higher Education. https:\/\/books.google.dk\/books?id=0nAMAAAACAAJ"},{"volume-title":"Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems","author":"M\u00e9ndez Gonzalo Gabriel","key":"e_1_3_2_1_20_1","unstructured":"Gonzalo Gabriel M\u00e9ndez , Uta Hinrichs , and Miguel A. Nacenta . 2017. Bottom-up vs. Top-down: Trade-offs in Efficiency, Understanding, Freedom and Creativity with InfoVis Tools . In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems ( Denver, Colorado, USA) (CHI '17). ACM, New York, NY, USA, 841--852. https:\/\/doi.org\/10.1145\/3025453.3025942 10.1145\/3025453.3025942 Gonzalo Gabriel M\u00e9ndez, Uta Hinrichs, and Miguel A. Nacenta. 2017. Bottom-up vs. Top-down: Trade-offs in Efficiency, Understanding, Freedom and Creativity with InfoVis Tools. In Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems (Denver, Colorado, USA) (CHI '17). ACM, New York, NY, USA, 841--852. https:\/\/doi.org\/10.1145\/3025453.3025942"},{"key":"e_1_3_2_1_21_1","first-page":"12","article-title":"A Partition-Based Framework for Building and Validating Regression Models","volume":"19","author":"Muehlbacher T.","year":"2013","unstructured":"T. Muehlbacher and H. Piringer . 2013 . A Partition-Based Framework for Building and Validating Regression Models . IEEE Transactions on Visualization and Computer Graphics 19 , 12 (Dec 2013), 1962--1971. https:\/\/doi.org\/10.1109\/TVCG.2013.125 10.1109\/TVCG.2013.125 T. Muehlbacher and H. Piringer. 2013. A Partition-Based Framework for Building and Validating Regression Models. IEEE Transactions on Visualization and Computer Graphics 19, 12 (Dec 2013), 1962--1971. https:\/\/doi.org\/10.1109\/TVCG.2013.125","journal-title":"IEEE Transactions on Visualization and Computer Graphics"},{"key":"e_1_3_2_1_22_1","doi-asserted-by":"crossref","unstructured":"Tamara Munzner. 2014. Visualization analysis and design. AK Peters\/CRC Press.  Tamara Munzner. 2014. Visualization analysis and design. AK Peters\/CRC Press.","DOI":"10.1201\/b17511"},{"key":"e_1_3_2_1_23_1","unstructured":"H. Piringer W. Berger and J. Krasser. [n.d.]. HyperMoVal: Interactive Visual Validation of Regression Models for Real-Time Simulation. Computer Graphics Forum 29 3 ([n.d.]) 983--992. https:\/\/doi.org\/10.1111\/j.1467--8659.2009.01684.x arXiv:https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/j.1467--8659.2009.01684.x    10.1111\/j.1467--8659.2009.01684.x\nH. Piringer W. Berger and J. Krasser. [n.d.]. HyperMoVal: Interactive Visual Validation of Regression Models for Real-Time Simulation. Computer Graphics Forum 29 3 ([n.d.]) 983--992. https:\/\/doi.org\/10.1111\/j.1467--8659.2009.01684.x arXiv:https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1111\/j.1467--8659.2009.01684.x"},{"key":"#cr-split#-e_1_3_2_1_24_1.1","doi-asserted-by":"crossref","unstructured":"X. Pu and M. Kay. 2018. The Garden of Forking Paths in Visualization: A Design Space for Reliable Exploratory Visual Analytics: Position Paper. In 2018 IEEE Evaluation and Beyond - Methodological Approaches for Visualization (BELIV). 37--45. https:\/\/doi.org\/10.1109\/BELIV.2018.8634103 10.1109\/BELIV.2018.8634103","DOI":"10.1109\/BELIV.2018.8634103"},{"key":"#cr-split#-e_1_3_2_1_24_1.2","doi-asserted-by":"crossref","unstructured":"X. Pu and M. Kay. 2018. The Garden of Forking Paths in Visualization: A Design Space for Reliable Exploratory Visual Analytics: Position Paper. In 2018 IEEE Evaluation and Beyond - Methodological Approaches for Visualization (BELIV). 37--45. https:\/\/doi.org\/10.1109\/BELIV.2018.8634103","DOI":"10.1109\/BELIV.2018.8634103"},{"volume-title":"Proceedings of the 32nd Annual ACM Conference on Human Factors in Computing Systems (CHI '14)","author":"Jeffrey","key":"e_1_3_2_1_25_1","unstructured":"Jeffrey M. Rzeszotarski and Aniket Kittur. 2014. Kinetica: Naturalistic Multi-touch Data Visualization . In Proceedings of the 32nd Annual ACM Conference on Human Factors in Computing Systems (CHI '14) . ACM, New York, NY, USA, 897--906. https:\/\/doi.org\/10.1145\/2556288.2557231 10.1145\/2556288.2557231 Jeffrey M. Rzeszotarski and Aniket Kittur. 2014. Kinetica: Naturalistic Multi-touch Data Visualization. In Proceedings of the 32nd Annual ACM Conference on Human Factors in Computing Systems (CHI '14). ACM, New York, NY, USA, 897--906. https:\/\/doi.org\/10.1145\/2556288.2557231"},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.2307\/2333709"},{"volume-title":"Mathematical Algorithms for Linear Regression","author":"Spath Helmuth","key":"e_1_3_2_1_27_1","unstructured":"Helmuth Spath . 1992. Mathematical Algorithms for Linear Regression . Academic Press Professional, Inc. , San Diego, CA, USA . Helmuth Spath. 1992. Mathematical Algorithms for Linear Regression. Academic Press Professional, Inc., San Diego, CA, USA."},{"key":"e_1_3_2_1_28_1","volume-title":"Mar.","author":"Efficient Statwing","year":"2019","unstructured":"Statwing. [n.d.]. Statwing | Efficient and Delightful Statistical Analysis Software for Surveys , Business Intelligence Data, and More. https:\/\/www.statwing.com\/https:\/\/www.statwing.com\/ , Mar. 2019 . Statwing. [n.d.]. Statwing | Efficient and Delightful Statistical Analysis Software for Surveys, Business Intelligence Data, and More. https:\/\/www.statwing.com\/https:\/\/www.statwing.com\/, Mar. 2019."},{"key":"e_1_3_2_1_29_1","unstructured":"Thomas C. Harrington. 2019. Statistical Methods for Management. http:\/\/ruby.fgcu.edu\/courses\/tharring\/80890\/  Thomas C. Harrington. 2019. Statistical Methods for Management. http:\/\/ruby.fgcu.edu\/courses\/tharring\/80890\/"},{"volume-title":"Exploratory Data Analysis","author":"Tukey John W.","key":"e_1_3_2_1_30_1","unstructured":"John W. Tukey . 1977. Exploratory Data Analysis . Addison-Wesley . John W. Tukey. 1977. Exploratory Data Analysis. Addison-Wesley."},{"volume-title":"Mar.","year":"2019","key":"e_1_3_2_1_31_1","unstructured":"Wizard. [n.d.]. Wizard: Statistics & Data Analysis Software for Mac. https:\/\/www.wizardmac.com\/ https:\/\/www.wizardmac.com\/ , Mar. 2019 . Wizard. [n.d.]. Wizard: Statistics & Data Analysis Software for Mac. https:\/\/www.wizardmac.com\/ https:\/\/www.wizardmac.com\/, Mar. 2019."},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/PACIFICVIS.2016.7465261"}],"event":{"name":"AVI '20: International Conference on Advanced Visual Interfaces","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","ACM Association for Computing Machinery","SIGMM ACM Special Interest Group on Multimedia","SIGCHI ACM Special Interest Group on Computer-Human Interaction"],"location":"Salerno Italy","acronym":"AVI '20"},"container-title":["Proceedings of the International Conference on Advanced Visual Interfaces"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3399715.3399913","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3399715.3399913","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T21:31:49Z","timestamp":1750195909000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3399715.3399913"}},"subtitle":["Assisting Novices in Refining Linear Regression Models"],"short-title":[],"issued":{"date-parts":[[2020,9,28]]},"references-count":33,"alternative-id":["10.1145\/3399715.3399913","10.1145\/3399715"],"URL":"https:\/\/doi.org\/10.1145\/3399715.3399913","relation":{},"subject":[],"published":{"date-parts":[[2020,9,28]]},"assertion":[{"value":"2020-10-02","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}