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Books


MPJ van der Loo and E. de Jonge (2018) Statistical data cleaning with applications in R. John Wiley & Sons. ISBN: 978-1-118-89715-7, website.	MPJ van der Loo and E. de Jonge (2012) Learning RStudio for R Statistical Computing. Packt Publishing. ISBN: 978-1-782-16060-1

Book chapters

MPJ van der Loo, E de Jonge (2020). Data Validation. In Wiley StatsRef: Statistics Reference Online, pages 1-7. American Cancer Society. pdf

Journal articles (23)

Mark P.J. van der Loo (2024). Split-Apply-Combine with Dynamic Grouping. Journal of Statistical Software (Accepted for publication). pdf
Rachel G. de Jong, Mark P. J. van der Loo, Frank W. Takes (2024). The effect of distant connections on node anonymity. Scientific Reports 14 1156 . pdf
de Jong, Rachel G, Loo, Mark PJ van der, Takes, Frank W (2023). Algorithms for Efficiently Computing Structural Anonymity in Complex Networks. ACM Journal of Experimental Algorithmics 28 1--24 . pdf
Mark P.J. van der Loo (2021). Computing in the Statistical Office. Statistical Journal of the IAOS 37 1023-1036 . pdf
Mark P.J. van der Loo (2021). A Method for Deriving Information from Running R Code. The R Journal 13 42--52 . pdf
MPJ van der Loo, E de Jonge (2021). Data Validation Infrastructure for R. Journal of Statistical Software 1--22 97 . pdf
MPJ van der Loo (2021). Monitoring data in R with the lumberjack package. Journal of Statistical Software 98 1--11 . pdf
Vetromilla, Bruna M, Opdam, Niek J, Leida, Ferdinan L, Sarkis-Onofre, Rafael, Demarco, Flavio F, van der Loo, Mark PJ, Cenci, Maximiliano S, Pereira-Cenci, Tatiana (2020). Treatment options for large posterior restorations: a systematic review and network meta-analysis. The Journal of the American Dental Association 151 614--624 . pdf
Alexander Kowarik, Mark van der Loo (2018). Using R in the statistical office: the experience of statistics Netherlands and Statistics Austria. Romanian Statistical Review 1/2018 15--29 . pdf
M.P.J. van der Loo (2015). Experiences with R based data editing systems. Romanian Statistical Review 2/2015 141-152 . pdf
M.P.J. van der Loo (2014). The stringdist Package for Approximate String Matching. The R Journal 6 111-122 . pdf
J. Pannekoek, S. Scholtus, M. van der Loo (2013). Automated and manual data editing: a view on process design and methodology. Journal of Official Statistics 29 511-537 . pdf
D.C. Radenovic, A.J.A. van Roij, S.-M. Wu, J.J. ter Meulen, D.H. Parker, M.P.J. van der Loo, G.C. Groenenboom (2009). Predissociation of the A$^2\Sigma^+$(v=3) state of the OH radical. Phys. Chem. Chem. Phys. 11 4754 . pdf
Dragana C. Radenovic, Andre J.A. van Roij, Shiou-Min Wu, J.J. Ter Meulen, David H. Parker, Mark P.J. van der Loo, Liesbeth M.C. Janssen, Gerrit C. Groenenboom (2008). Photodissociation of vibrationally excited OH/OD radicals. Molecular Physics 106 557-572 . pdf
M. P. J. van der Loo, G. C. Groenenboom (2008). Erratum: Theoretical transition probabilities for the OH meinel system. Journal of Chemical Physics 128 159902 . pdf
L.M.C. Janssen, M.P.J. van der Loo, G.C. Groenenboom (2007). Photodissociation of vibrationally excited SH and SD radicals at 288 and 291 nm: The $S^1D_2$ channel. Journal of Chemical Physics 126 114314 . pdf
M. P. J. van der Loo, G. C. Groenenboom (2007). Theoretical transition probabilities for the OH. Journal of Chemical Physics 126 094304 . pdf
M. P. J. van der Loo, G. C. Groenenboom, M. J. Jamieson, A. Dalgarno (2006). Raman association of H$_2$ in the early universe. Proceedings of the Royal Society of Chemistry Faraday Discussions 133 1 . pdf
M.P.J. van der Loo, A. Dalgarno (2006). Recombination of H$_2$ by Raman association in the early universe. The Astrophysical Journal Letters 646 L91-L94 . pdf
Sebastiaan Y. T. van de Meerakker, Nicolas Vanhaecke, Mark P. J. van der Loo, Gerrit C. Groenenboom, Gerard Meijer (2005). Direct Measurement of the Radiative Lifetime of Vibrationally Excited OH Radicals. Physical Review Letters 95 013003 . pdf
M. P. J. van der Loo, G. C. Groenenboom (2005). Ab initio calculation of (2+1) REMPI spectra and lifetimes of the (D,3)$^2\Sigma^-$ states of OH and OD. Journal of Chemical Physics 123 074310 . pdf
Mark van der Loo (2004). Concentratie OH in de atmosfeer begrepen. Chemisch2Weekblad 100 19 . pdf
D.C. Radenovic, A. J. A. van Roij, D. A. Chestakov, A. T. J. B. Eppink, J. J. ter Meulen, D. H. Parker, M. P. J. van der Loo, G. C. Groenenboom, M. E. Greenslade, M. I. Lester (2003). Photodissociation of the OD radical at 226 and 243 nm. Journal of Chemical Physics 119 9341 . pdf

Technical reports (18)

Mark van der Loo (2022). Topological Anonymity in Complex Networks. Statistics Netherlands April 21 2022 . pdf
Mark van der Loo, Olav ten Bosch (2017). Design of a generic machine-readable validation report structure. ESSNet ValidatIntegration deliverable No. 2 . pdf
M Di Zio, N Fursova, T Gelsema, S Giessing, U Guarnera, J Ptrauskiene, L Quensel-von Kalben, M Scanu, K ten Bosch, M van der Loo, K Walsdorfe (2015). Methodology for data validation. ESSNet on validation deliverable No. 2 . pdf
E. de Jonge, M. van der Loo (2014). Error localisation as a mixed integer problem in the editirules package. Statistics Netherlands 201407 . pdf
B. van den Broek, M. van der Loo, J. Pannekoek (2014). Kwaliteitsmaten voor het datacorrectieproces. Statistics Netherlands 201408 . pdf
E. de Jonge, M. van der Loo (2013). An introduction to data cleaning with R. Statistics Netherlands 201313 . pdf
J. Pannekoek, S. Scholtus, M. van der Loo (2013). Automated and manual data editing: a view on process design and methodology. Statistics Netherlands 201309 . pdf
Mark van der Loo, Edwin de Jonge (2012). Manipulation of conditional restrictions and error localization with the editrules package. Statistics Netherlands 2012015 . pdf
Edwin de Jonge, Mark van der Loo (2011). Manipulation of linear edits and error localization with the editrules package. Statistics Netherlands 2011020 . pdf
Mark van der Loo, Edwin de Jonge (2011). Manipulation of categorical data edits and error localization with the editrules package. Statistics Netherlands 2011029 . pdf
Mark van der Loo, Edwin de Jonge, S. Scholtus (2011). Correction of rounding, typing and sign errors with the deducorrect package. Statistics Netherlands 2011019 . pdf
Mark van der Loo, Edwin de Jonge (2011). Deductive imputation with the deducorrect package. Statistics Netherlands 201126 . pdf
J. Hoogland, M. van der Loo, J. Pannekoek, S. Scholtus (2010). Controle en correctie. Statistics Netherlands 10011 (in Dutch). pdf
Mark P.J. van der Loo (2010). Distribution based outlier detection for univariate data. Statistics Netherlands 10003 . pdf
Mark P.J. van der Loo (2009). Algebraic algorithms for stochastic imputation of item nonresponse with edit restrictions. Statistics Netherlands 09037 . pdf
Mark P.J. van der Loo (2008). An analysis of editing strategies for mixed-mode establishment surveys. Statistics Netherlands 09004 . pdf
Mark P.J. van der Loo, Gerrit C. Groeneboom (2005). Introduction to time-independent scattering theory. Radboud University of Nijmegen (lecture notes of the 2004 Han-Sur-Lesse Winterschool). pdf
Mark van der Loo (2003). 2-photon transitions. Radboud University of Nijmegen (personal notes). pdf

Conference contributions (51)

M.P.J. van der Loo (2023). Keynote: Modernization of Statistical Production with R. 11th International conference on the use of R in Official Statistics. pdf
M.P.J. van der Loo (2023). Split-Apply-Combine with Dynamic Grouping. 11th International conference on the use of R in Official Statistics. pdf
M.M. de Vries, R.G. de Jong, M.P.J. van der Loo, P.-P. de Wolf, F.W. Takes (2023). The risk of identity disclosure through network structure: anecdotal evidence from a hackathon. UNECE Expert meeting on Statistical Data Confidentiality, Wiesbaden. pdf
MPJ van der Loo (2023). Computational competences of the modern statistician. ISI World Statistics Congress, Ottawa. pdf
MPJ van der Loo (2023). The future official statistician. ISI World Statistics Congress, Ottawa. pdf
M van der Loo, O ten Bosch (2023). Free and Open Source Software at Statistics Netherlands. Conference of European Statisticians, Seventy-first plenary session, Geneva, 22-23 June 2023. pdf
O. ten Bosch, E. de Jonge, M. van der Loo (2022). Discover the hidden validation rules in your data with `validatesuggest'. UNECE Expert Meeting on Statistical Data Editing. pdf
R.G. de Jong, M.P.J. van der Loo, F. Takes (2023). Node anonymity in networks: The infectiousness of uniqueness. Sunbelt 2023, Portland, Oregon (US).
R.G. de Jong, M.P.J. van der Loo, F. Takes (2022). Anonymity of Multi-hop Neighborhoods in Social Networks. (poster). 8th International Conference on Computational Social Science.
R.G. de Jong, M.P.J. van der Loo, F. Takes (2022). Anonymity of Multi-hop Neighborhoods in Social Networks. 6th European Conference on Social Networks, London.
M.P.J. van der Loo, E. de Jonge, K.O. ten Bosch (2022). Rule Management. UNECE Expert Meeting on Statistical Data Editing. (virtual). pdf
O. ten Bosch, M. van der Loo (2021). Extending data validation with standardised metadata from SDMX registries. The 10th International Conference on the Use of R in Official Statistics. pdf
K.O ten Bosch, M.P.J. van der Loo (2022). Quality Assurance from an internationally standardized and generic data validation ecosystem. European Conference on Quality in Official Statistics, Vilnius, Lithuania. pdf
M.P.J. van der Loo (2022). Programming and Teaching Statistics (panel discussion). 11th International Conference on Teaching Statistics. Rosario, Argentina. pdf
M.P.J. van der Loo (2022). Free and Open Source Software in EMOS and Official Statistics. EMOS Workshop 20-09-2022. Pisa, Italy. pdf
O ten Bosch, Mark van der Loo (2021). Validation in R using metadata from SDMX registries. 8th SDMX global conference, INEGI Mexico (virtual).
R.G. de Jong, M.P.J. van der Loo, F.W. Takes (2021). Measuring anonymity in complex networks. Networks2021.
R.G. de Jong, M.P.J. van der Loo, F.W. Takes (2021). Measuring anonymity in complex networks. 7th International Conference on Computational Social Science.
M. van der Loo (2021). A fresh look at unit testing with the tinytest package. useR2021. pdf video
M. van der Loo, E. de Jonge (2021). Tutorial: Systematic data validation with the validate package. useR2021.
O ten Bosch, M van der Loo, Sonia Quaresma (2020). Implementing main types of international validation rules in national validation processes. UNECE Work session on statistical data editing. pdf
Olav ten Bosch, Mark van der Loo, Alexander Kowarik (2020). The awesome list of official statistics software: 100 ... and counting. The 10th International Conference on the Use of R in Official Statistics. pdf
M van der Loo (2020). Keynote: Statistical Data Cleaning for Official Statistics in R. UNECE Work session on statistical data editing. pdf
M. van der Loo, O. ten Bosch (2019). Implementation of generic data validation methodology for Short-Term Statistics. European Establishement Statistics Workshop EESW19, Bilbao, Spain. pdf
O. ten Bosch, M. van der Loo (2019). A generic shiny/js dashboard for data validation results. The use of R in official statistics (uRos2019). pdf
M. van der Loo, E. de Jonge (2019). Tutorial: Statistical Data Cleaning for Business Statistics Using R. European Establishement Statistics Workshop EESW19, Bilbao, Spain. materials
M. van der Loo, E. de Jonge (2019). Tutorial: Statistical Data Cleaning Using R. useR2019, Toulouse, France. materials
Mark van der Loo (2019). Systematic Data Cleaning using R. New Techniques and Technologies for Statistics conference. pdf
Edwin de Jonge, Mark van der Loo (2018). So your data is tidy, but is it clean? (Tutorial). 6th International Conference on the Use of R in Official Statistics.
Mark van der Loo (2018). Logging changes in data with the lumberjack package (invited talk). European R User Meeting 2018. pdf
Mark van der Loo (2017). Session: Open source statistical software for the statistical office. 61st world statistical congress (ISI2017). pdf
Mark van der Loo (2017). Easy imputation with the simputation package. useR2017. pdf
Mark van der Loo, Jeroen Pannekoek, Lisanne Rijnveld (2017). Computational estimates of data editing-related variance. UNECE Work session on statistical data editing. pdf
M. van der Loo (2016). Tutorial: A systematic approach to data cleaning with R. satRdays, Budapest (HU). pdf materials video
M. van der Loo, Edwin de Jonge (2016). Data validation infrastructure: the validate package. useR2016. pdf
M. van der Loo (2015). A formal typology of data validation functions. UNECE Work Session on Statistical Data Editing. pdf
M. van der Loo (2015). Convenient option settings management with the settings package. useR2015. pdf
M. van der Loo (2014). Approximate text matching with the stringdist package. useR2014. pdf
J. Pannekoek, M. van der Loo (2014). Implementation and evaluation of automatic editing for business surveys. United N. pdf
M. van der Loo, J. Pannekoek (2014). Towards generic analyses of data validation functions. UNECE Work Session on Statistical Data Editing. pdf
Mark van der Loo (2014). An R based data editing system. New challenges for statistical software -- The use of R in official statistics. pdf
J. Pannekoek, S. Scholtus, M. van der Loo (2013). Automatic data editing functions for business surveys. EESW13 ENBES European Establishment Statistics Workshop. pdf
E. de Jonge, M. van der Loo (2013). Tutorial: An introduction with data cleaning with R. useR2013. pdf
Mark van der Loo, Edwin de Jonge (2012). Automatic data editing with open source R. UNECE Work Session on Statistical Data Editing.
Mark van der Loo (2012). The introduction and development of R software at Statistics Netherlands. International Conference on Establishement Surveys.
Mark van der Loo, Edwin de Jonge (2012). New data correction features of editrules and deducorrect. useR2012.
Mark van der Loo, Edwin de Jonge (2012). Data cleaning with editrules and deducorrect. Amst-R-dam R user meeting, 2 April 2012. pdf
Mark P.J. van der Loo, Edwin de Jonge, Sander Scholtus (2011). Automatic data editing with deducorrect and editrules. useR2011.
Mark P.J. van der Loo, Edwin de Jonge, Sander Scholtus (2011). Automatic editing of numerical data with R. ENBES European Establishment Statistics Workshop (EESW11). pdf
Mark P.J. van der Loo (2010). Detection of outliers with the extremevalues package. useR2010. pdf
Mark P.J. van der Loo (2009). Random walk methods for imputation of categorical data under edit restrictions. Proceedings of the ITACOSM2009. pdf

PhD Thesis

MPJ van der Loo (2008) Photoinduced dynamics in OH, H$_2$ and N$_2$O. Radboud University Nijmegen. pdf