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The Split-Apply-Combine Strategy for Data Analysis

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Cited by:

  1. Merl, Robert & Stöckl, Thomas & Palan, Stefan, 2023. "Insider trading regulation and shorting constraints. Evaluating the joint effects of two market interventions," Journal of Banking & Finance, Elsevier, vol. 154(C).
  2. Thiele, Jan C. & Nuske, Robert S. & Ahrends, Bernd & Panferov, Oleg & Albert, Matthias & Staupendahl, Kai & Junghans, Udo & Jansen, Martin & Saborowski, Joachim, 2017. "Climate change impact assessment—A simulation experiment with Norway spruce for a forest district in Central Europe," Ecological Modelling, Elsevier, vol. 346(C), pages 30-47.
  3. Cornelius J. König & Clemens B. Fell & Linus Kellnhofer & Gabriel Schui, 2015. "Are there gender differences among researchers from industrial/organizational psychology?," Scientometrics, Springer;Akadémiai Kiadó, vol. 105(3), pages 1931-1952, December.
  4. Zhang, Yucheng & Xu, Shan & Zhang, Long & Yang, Mengxi, 2021. "Big data and human resource management research: An integrative review and new directions for future research," Journal of Business Research, Elsevier, vol. 133(C), pages 34-50.
  5. Nicole Smialek & Joachim Pander & Arne Heinrich & Juergen Geist, 2021. "Sneaker, Dweller and Commuter: Evaluating Fish Behavior in Net-Based Monitoring at Hydropower Plants—A Case Study on Brown Trout ( Salmo trutta )," Sustainability, MDPI, vol. 13(2), pages 1-20, January.
  6. Stefan LINGNER & Eiko THIESSEN & Kerrin MÜLLER & Eberhard HARTUNG, 2018. "Dry Biomass Estimation of Hedge Banks: Allometric Equation vs. Structure from Motion via Unmanned Aerial Vehicle," Journal of Forest Science, Czech Academy of Agricultural Sciences, vol. 64(4), pages 149-156.
  7. Josef Di Pietrantonio & Rachael Miller Neilan & James B. Schreiber, 2019. "Assessing the impact of motivation and ability on team-based productivity using an agent-based model," Computational and Mathematical Organization Theory, Springer, vol. 25(4), pages 499-520, December.
  8. Fulya Gokalp Yavuz & Barret Schloerke, 2020. "Parallel computing in linear mixed models," Computational Statistics, Springer, vol. 35(3), pages 1273-1289, September.
  9. Dolejš Martin & Forejt Michal, 2019. "Franziscean cadastre in landscape structure research: a systematic review," Quaestiones Geographicae, Sciendo, vol. 38(1), pages 131-144, March.
  10. Mammen, Enno & Wilke, Ralf A. & Zapp, Kristina Maria, 2022. "Estimation of group structures in panel models with individual fixed effects," ZEW Discussion Papers 22-023, ZEW - Leibniz Centre for European Economic Research.
  11. Rebecca Hong & Monica Perkins & Belinda J. Gabbe & Lincoln M. Tracy, 2022. "Comparing Peak Burn Injury Times and Characteristics in Australia and New Zealand," IJERPH, MDPI, vol. 19(15), pages 1-9, August.
  12. Amelia A. McNamara, 2019. "Community engagement and subgroup meta-knowledge: some factors in the soul of a community," Computational Statistics, Springer, vol. 34(4), pages 1511-1535, December.
  13. Sara Minoli & Jonas Jägermeyr & Senthold Asseng & Anton Urfels & Christoph Müller, 2022. "Global crop yields can be lifted by timely adaptation of growing periods to climate change," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
  14. Wickham, Hadley, 2014. "Tidy Data," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 59(i10).
  15. Ioannis Politis & Ioannis Fyrogenis & Efthymis Papadopoulos & Anastasia Nikolaidou & Eleni Verani, 2020. "Shifting to Shared Wheels: Factors Affecting Dockless Bike-Sharing Choice for Short and Long Trips," Sustainability, MDPI, vol. 12(19), pages 1-25, October.
  16. Kaur, Harsimran & Huggins, David R. & Carlson, Bryan & Stockle, Claudio & Nelson, Roger, 2022. "Dryland fallow vs flex-cropping decisions in inland Pacific Northwest of USA," Agricultural Systems, Elsevier, vol. 201(C).
  17. Hao Chen & Mai Chan Lau & Michael Thomas Wong & Evan W Newell & Michael Poidinger & Jinmiao Chen, 2016. "Cytofkit: A Bioconductor Package for an Integrated Mass Cytometry Data Analysis Pipeline," PLOS Computational Biology, Public Library of Science, vol. 12(9), pages 1-17, September.
  18. C. Sean Burns & Charles W. Fox, 2017. "Language and socioeconomics predict geographic variation in peer review outcomes at an ecology journal," Scientometrics, Springer;Akadémiai Kiadó, vol. 113(2), pages 1113-1127, November.
  19. Sean McKenzie & Hilary Parkinson & Jane Mangold & Mary Burrows & Selena Ahmed & Fabian Menalled, 2018. "Perceptions, Experiences, and Priorities Supporting Agroecosystem Management Decisions Differ among Agricultural Producers, Consultants, and Researchers," Sustainability, MDPI, vol. 10(11), pages 1-19, November.
  20. Karsten Maurer & Dave Osthus & Adam Loy, 2019. "A tale of four cities: exploring the soul of State College, Detroit, Milledgeville and Biloxi," Computational Statistics, Springer, vol. 34(4), pages 1465-1487, December.
  21. Zhiqing Zhou & Jeffrey Liew & Wen Luo, 2022. "Acculturation and Disordered Eating among Asian American College Students: The Role of Objectification through a Sociocultural Lens," IJERPH, MDPI, vol. 19(21), pages 1-11, October.
  22. Roney Fraga Souza & Sheila Cristina Ferreira Leite & Rosangela Ballini & Jose´ Maria Ferreira Jardim Da Silveira, 2016. "A Dynamic Method To Identify New Fields Of Scientific Research: An Application To Bioenergy," Anais do XLII Encontro Nacional de Economia [Proceedings of the 42nd Brazilian Economics Meeting] 154, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics].
  23. Ravic Nijbroek & Kristin Piikki & Mats Söderström & Bas Kempen & Katrine G. Turner & Simeon Hengari & John Mutua, 2018. "Soil Organic Carbon Baselines for Land Degradation Neutrality: Map Accuracy and Cost Tradeoffs with Respect to Complexity in Otjozondjupa, Namibia," Sustainability, MDPI, vol. 10(5), pages 1-20, May.
  24. Lutz Bornmann & Rüdiger Mutz & Robin Haunschild & Felix Moya-Anegon & Mirko Almeida Madeira Clemente & Moritz Stefaner, 2021. "Mapping the impact of papers on various status groups in excellencemapping.net: a new release of the excellence mapping tool based on citation and reader scores," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(11), pages 9305-9331, November.
  25. David Schönheit & Dominik Möst, 2019. "The Effect of Offshore Wind Capacity Expansion on Uncertainties in Germany’s Day-Ahead Wind Energy Forecasts," Energies, MDPI, vol. 12(13), pages 1-23, July.
  26. Milad Abbasiharofteh & Tom Broekel, 2021. "Still in the shadow of the wall? The case of the Berlin biotechnology cluster," Environment and Planning A, , vol. 53(1), pages 73-94, February.
  27. Clemens B. Fell & Cornelius J. König, 2016. "Is there a gender difference in scientific collaboration? A scientometric examination of co-authorships among industrial–organizational psychologists," Scientometrics, Springer;Akadémiai Kiadó, vol. 108(1), pages 113-141, July.
  28. Jean Mercenier & Maria Teresa Alvarez Martinez & Andries Brandsma & Francesco Di Comite & Olga Diukanova & d'Artis Kancs & Patrizio Lecca & Montserrat Lopez-Cobo & Philippe Monfort & Damiaan Persyn & , 2016. "RHOMOLO-v2 Model Description: A spatial computable general equilibrium model for EU regions and sectors," JRC Research Reports JRC100011, Joint Research Centre.
  29. Vanash M. Patel & Robin Haunschild & Lutz Bornmann & George Garas, 2021. "A call for governments to pause Twitter censorship: using Twitter data as social-spatial sensors of COVID-19/SARS-CoV-2 research diffusion," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(4), pages 3193-3207, April.
  30. Johannes Mauritzen, 2017. "The Effect of Oil Prices on Field Production: Evidence from the Norwegian Continental Shelf," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(1), pages 124-144, February.
  31. Nicole Smialek & Joachim Pander & Melanie Mueller & Ruben van Treeck & Christian Wolter & Juergen Geist, 2019. "Do We Know Enough to Save European Riverine Fish?—A Systematic Review on Autecological Requirements During Critical Life Stages of 10 Rheophilic Species at Risk," Sustainability, MDPI, vol. 11(18), pages 1-18, September.
  32. Beatriz Acuña Hidalgo & Luís M. Silva & Mathias Franz & Roland R. Regoes & Sophie A. O. Armitage, 2022. "Decomposing virulence to understand bacterial clearance in persistent infections," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
  33. Dennis M. Feehan & Mary Mahy & Matthew J. Salganik, 2017. "The Network Survival Method for Estimating Adult Mortality: Evidence From a Survey Experiment in Rwanda," Demography, Springer;Population Association of America (PAA), vol. 54(4), pages 1503-1528, August.
  34. LomaJohn T. Pendergraft & John M. Marzluff & Donna J. Cross & Toru Shimizu & Christopher N. Templeton, 2023. "American crows that excel at tool use activate neural circuits distinct from less talented individuals," Nature Communications, Nature, vol. 14(1), pages 1-12, December.
  35. Martín, Belén & Páez, Antonio, 2019. "Individual and geographic variations in the propensity to travel by active modes in Vitoria-Gasteiz, Spain," Journal of Transport Geography, Elsevier, vol. 76(C), pages 103-113.
  36. Miller, Christine M.F. & Waterhouse, Hannah & Harter, Thomas & Fadel, James G. & Meyer, Deanne, 2020. "Quantifying the uncertainty in nitrogen application and groundwater nitrate leaching in manure based cropping systems," Agricultural Systems, Elsevier, vol. 184(C).
  37. Nadezda Kryuchkova-Mostacci & Marc Robinson-Rechavi, 2016. "Tissue-Specificity of Gene Expression Diverges Slowly between Orthologs, and Rapidly between Paralogs," PLOS Computational Biology, Public Library of Science, vol. 12(12), pages 1-13, December.
  38. L. Marie Ende & Katja Knöllinger & Moritz Keil & Angelika J. Fiedler & Marianne Lauerer, 2021. "Possibly Invasive New Bioenergy Crop Silphium perfoliatum : Growth and Reproduction Are Promoted in Moist Soil," Agriculture, MDPI, vol. 11(1), pages 1-13, January.
  39. Kirchkamp, Oliver, 2019. "Importing z-Tree data into R," Journal of Behavioral and Experimental Finance, Elsevier, vol. 22(C), pages 1-2.
  40. Kayla A. Cotterman & Anthony D. Kendall & Bruno Basso & David W. Hyndman, 2018. "Groundwater depletion and climate change: future prospects of crop production in the Central High Plains Aquifer," Climatic Change, Springer, vol. 146(1), pages 187-200, January.
  41. Schönheit, David & Weinhold, Richard & Dierstein, Constantin, 2020. "The impact of different strategies for generation shift keys (GSKs) on the flow-based market coupling domain: A model-based analysis of Central Western Europe," Applied Energy, Elsevier, vol. 258(C).
  42. Henriyadi Henriyadi & Vatcharaporn Esichaikul & Chutiporn Anutariya, 2022. "A Conceptual Model for Development of Small Farm Management Information System: A Case of Indonesian Smallholder Chili Farmers," Agriculture, MDPI, vol. 12(6), pages 1-23, June.
  43. Salazar, Miguel & Joel Shaw, Daniel & Czekóová, Kristína & Staněk, Rostislav & Brázdil, Milan, 2022. "The role of generalised reciprocity and reciprocal tendencies in the emergence of cooperative group norms," Journal of Economic Psychology, Elsevier, vol. 90(C).
  44. Sarlas, Georgios & Páez, Antonio & Axhausen, Kay W., 2020. "Betweenness-accessibility: Estimating impacts of accessibility on networks," Journal of Transport Geography, Elsevier, vol. 84(C).
  45. Paul J McMurdie & Susan Holmes, 2014. "Waste Not, Want Not: Why Rarefying Microbiome Data Is Inadmissible," PLOS Computational Biology, Public Library of Science, vol. 10(4), pages 1-12, April.
  46. Panagiotis D. Oikonomou & Christos A. Karavitis & Demetrios E. Tsesmelis & Elpida Kolokytha & Rodrigo Maia, 2020. "Drought Characteristics Assessment in Europe over the Past 50 Years," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 34(15), pages 4757-4772, December.
  47. Engel, Markus & Körner, Michael & Berger, Uta, 2018. "Plastic tree crowns contribute to small-scale heterogeneity in virgin beech forests—An individual-based modeling approach," Ecological Modelling, Elsevier, vol. 376(C), pages 28-39.
  48. Carrie M. Leslie & Alva I. Strand & Elizabeth A. Ross & Giovanni Tolentino Ramos & Eli S. Bridge & Phillip B. Chilson & Christopher E. Anderson, 2021. "Shifting the Balance among the ‘Three Rs of Sustainability:’ What Motivates Reducing and Reusing?," Sustainability, MDPI, vol. 13(18), pages 1-12, September.
  49. Chrats Melkonian & Francisco Zorrilla & Inge Kjærbølling & Sonja Blasche & Daniel Machado & Mette Junge & Kim Ib Sørensen & Lene Tranberg Andersen & Kiran R. Patil & Ahmad A. Zeidan, 2023. "Microbial interactions shape cheese flavour formation," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
  50. Kirim, Yavuz & Sadikoglu, Hasan & Melikoglu, Mehmet, 2022. "Technical and economic analysis of biogas and solar photovoltaic (PV) hybrid renewable energy system for dairy cattle barns," Renewable Energy, Elsevier, vol. 188(C), pages 873-889.
  51. Marin FOTACHE & Florin DUMITRU & Valerica GREAVU-SERBAN, 2015. "An Information Systems Master Programme in Romania. Some Commonalities and Specificities," Informatica Economica, Academy of Economic Studies - Bucharest, Romania, vol. 19(3), pages 5-18.
  52. Wilson Lara & Stella Bogino & Felipe Bravo, 2018. "Multilevel analysis of dendroclimatic series with the R-package BIOdry," PLOS ONE, Public Library of Science, vol. 13(5), pages 1-23, May.
  53. Andee J. Kaplan & Eric R. Hare, 2019. "Putting down roots: a graphical exploration of community attachment," Computational Statistics, Springer, vol. 34(4), pages 1449-1464, December.
  54. Jakar, Gidon S. & Carr, Jeff & Rosentraub, Mark S., 2022. "A sport-anchored development district and densification: A comparative mixed effects analysis," Land Use Policy, Elsevier, vol. 121(C).
  55. Debanjan Mukherjee & Ângelo Ferreira Chora & Jean-Christophe Lone & Ricardo S. Ramiro & Birte Blankenhaus & Karine Serre & Mário Ramirez & Isabel Gordo & Marc Veldhoen & Patrick Varga-Weisz & Maria M., 2022. "Host lung microbiota promotes malaria-associated acute respiratory distress syndrome," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
  56. Ahmad Alsaber & Jiazhu Pan & Adeeba Al-Herz & Dhary S. Alkandary & Adeeba Al-Hurban & Parul Setiya & on behalf of the KRRD Group, 2020. "Influence of Ambient Air Pollution on Rheumatoid Arthritis Disease Activity Score Index," IJERPH, MDPI, vol. 17(2), pages 1-17, January.
  57. Lee-Ann Sutherland & Carla Barlagne & Andrew P. Barnes, 2019. "Beyond ‘Hobby Farming’: towards a typology of non-commercial farming," Agriculture and Human Values, Springer;The Agriculture, Food, & Human Values Society (AFHVS), vol. 36(3), pages 475-493, September.
  58. Benček, David & Klodt, Henning, 2017. "Klinikentgelte in den Bundesländern: Kostengerecht oder wettbewerbsverzerrend?," Kieler Beiträge zur Wirtschaftspolitik 10, Kiel Institute for the World Economy (IfW Kiel).
  59. Armand Landreau & Sirkku Juhola & Alexandra Jurgilevich & Aleksi Räsänen, 2021. "Combining socio-economic and climate projections to assess heat risk," Climatic Change, Springer, vol. 167(1), pages 1-20, July.
  60. Jack Sutton & Golnaz Shahtahmassebi & Haroldo V Ribeiro & Quentin S Hanley, 2022. "Population density and spreading of COVID-19 in England and Wales," PLOS ONE, Public Library of Science, vol. 17(3), pages 1-19, March.
  61. Jana S. Dietrich & Ellen A. R. Welti & Peter Haase, 2023. "Extreme climatic events alter the aquatic insect community in a pristine German stream," Climatic Change, Springer, vol. 176(6), pages 1-16, June.
  62. Kane, Michael & Emerson, John W. & Weston, Stephen, 2013. "Scalable Strategies for Computing with Massive Data," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 55(i14).
  63. Eff, Ellis Anthon, 2013. "Settlers and surnames: An atlas illustrating the origins of settlers in 19th century America," MPRA Paper 56296, University Library of Munich, Germany.
  64. Karl E. Bauer & Niklas Bargenda & Rico Schieweck & Christin Illig & Inmaculada Segura & Max Harner & Michael A. Kiebler, 2022. "RNA supply drives physiological granule assembly in neurons," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
  65. Martijn Van Heel & Dinska Van Gucht & Koen Vanbrabant & Frank Baeyens, 2017. "The Importance of Conditioned Stimuli in Cigarette and E-Cigarette Craving Reduction by E-Cigarettes," IJERPH, MDPI, vol. 14(2), pages 1-18, February.
  66. Haunschild, Robin & Bornmann, Lutz, 2023. "Which papers cited which tweets? An exploratory analysis based on Scopus data," Journal of Informetrics, Elsevier, vol. 17(2).
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