Research Project: General Microdata Analysis - methods
Project leader
Kenneth Carling
Project Members
Mengjie Han Dao Li Xiangli Meng Bengt Persson Xia Shen William, Wei Song Bo Sundgren
Project Period
01-01-2012 -
Project Status
Present
Description
Research mainly involves the study of complex processes in business and industry and in social constructions – in particular, areas of research that are relevant for the region as well as non-urban areas along with transport, infrastructure, retail and tourism.
Central to this research profile is the creation and adaptation of tools to analyse these processes by means of developing advanced micro-data analysis methods and techniques. Microdata analysis is a multidisciplinary field that is concerned with the gathering, modelling, summarising and interpreting of large quantities of data and underlying algorithms, methods and techniques.
Microdata analysis comprises a number of collaborating fields such as Artificial Intelligence, Decision Support Systems, Resource Allocation, Data Modelling, Experimental Design, Focus Groups, Geographical Information Systems, Visualisation, Measurement Techniques, Optimisation, Prognoses, Simulation and Statistical Inference.
Keywords
Research Profile
Complex Systems - Microdata Analysis
Subject
Microdata Analysis
Financiers
Publications
Ren, Keni, Nielsen, Per Peetz, Alam, Moudud, Rönnegård, Lars . Where do we find missing data in a commercial real-time location system? Evidence from 2 dairy farms , JDS Communications , 2021, Vol. 2, 345-350. Article : refereed.
Laryea, Rueben, Carling, Kenneth, Cialani, Catia . A decision support system that incorporates price volatility in risk classifying regional food security , International Journal of Risk Assessment and Management , 2020, Vol. 23, No. 3/4, 223-235. Article : refereed.
Han, Mengjie, Carling, Kenneth . GRASP and Statistical Bounds for Heuristic Solutions to Combinatorial Problems , International Journal of Management and Applied Science , 2019, Vol. 5, No. 8, 113-119. Article : refereed.
Bring, Johan, Rönnegård, Lars . Åldersbedömningar - en statistisk utmaning , Folkvett , 2018, No. 1, 7-13. Article : popular science.
Han, Mengjie, Zhang, Xingxing, Xu, Liguo, May, Ross, Pan, Song, Wu, Jinshun . A review of reinforcement learning methodologies on control systems for building energy , Working papers in transport, tourism, information technology and microdata analysis , 2018. Report.
Saqlain, Murshid, Alam, Moudud, Brandt, Daniel, Rönnegård, Lars, Westin, Jerker . Stochastic differential equations modelling of levodopa concentration in patients with Parkinson's disease , 2018. Conference paper.
Carling, Kenneth . A comment on outlier detection and skewed distributions , Working papers in transport, tourism, information technology and microdata analysis , 2017. Report.
Carling, Kenneth, Han, Mengjie . GRASP and statistical bounds for heuristic solutions to combinatorial problems , Working papers in transport, tourism, information technology and microdata analysis , 2016. Report.
Carling, Kenneth, Li, Yujiao . The Power of the Synthetic Control Method , Working papers in transport, tourism, information technology and microdata analysis , 2016. Report.
Carling, Kenneth, Meng, Xiangli . On statistical bounds of heuristic solutions to location problems , Journal of combinatorial optimization , 2016, Vol. 31, No. 4, 1518-1549. Article : refereed.
Sivertsen, Therese R., Åhman, Birgitta, Steyaert, Sam M. J. G., Rönnegård, Lars, Frank, Jens, Segerström, Peter, Støen, Ole-Gunnar, Skarin, Anna . Reindeer habitat selection under the risk of brown bear predation during calving season , Ecosphere , 2016, Vol. 7, No. 11. Article : refereed.
Alam, Moudud, Carling, Kenneth, Nääs, Ola . The program and treatment effect of summer jobs on girls’ post-schooling incomes , Evaluation review , 2015, Vol. 39, No. 3, 339-359. Article : refereed.
Alam, Moudud, Rönnegård, Lars, Shen, Xia . Fitting conditional and simultaneous autoregressive spatial models in hglm , The R Journal , 2015, Vol. 7, No. 2, 5-18. Article : refereed.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Rebreyend, Pascal . Distance measure and the p-median problem in rural areas , Annals of Operations Research , 2015, Vol. 226, No. 1, 89-99. Article : refereed.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Rebreyend, Pascal . Testing the gravity p -median model empirically , Operations Research Perspectives , 2015, Vol. 2, No. 124. Article : refereed.
Carling, Kenneth, Meng, Xiangli . Confidence in heuristic solutions? , Journal of Global Optimization , 2015, Vol. 63, No. 2, 381-399. Article : refereed.
Husby, Arild, Kawakami, Takeshi, Rönnegård, Lars, Smeds, Linnéa, Ellegren, Hans, Qvarnström, Anna . Genome-wide association mapping in a wild avian population identifies a link between genetic and phenotypic variation in a life-history trait , Proceedings of the Royal Society of London. Biological Sciences , 2015, Vol. 282, No. 1806. Article : refereed.
Wikström, Daniel . A finite sample improvement of the fixed effects estimator applied to technical inefficiency , Journal of Productivity Analysis , 2015, Vol. 43, No. 1, 29-46. Article : refereed.
Alam, Moudud, Rönnegård, Lars, Shen, Xia . Fitting spatial models in the R package: hglm , Working papers in transport, tourism, information technology and microdata analysis , 2014. Report.
Alam, Moudud . Likelihood prediction for generalized linear mixed models under covariate uncertainty , Communications in Statistics - Theory and Methods , 2014, Vol. 43, No. 2, 219-234. Article : refereed.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Meng, Xiangli, Rudholm, Niklas . Measuring CO2 emissions induced by online and brick-and-mortar retailing , Working papers in transport, tourism, information technology and microdata analysis , 2014. Report.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Meng, Xiangli, Rudholm, Niklas . Measuring CO2 emissions induced by online and brick-and-mortar retailing , HUI Working Papers , 2014. Report.
Li, Jun, Zheng, Xiao-Lin, Chen, Song-Tao, Song, William Wei, Chen, De-Ren . An efficient and reliable approach for quality-of-service-aware service composition , Information Sciences , 2014, Vol. 269, 238-254. Article : refereed.
Meng, Xiangli, Carling, Kenneth, Håkansson, Johan, Rebreyend, Pascal . On administrative borders and accessibility to public services: : The case of hospitals in Sweden. , Working papers in transport, tourism, information technology and microdata analysis , 2014. Report.
Meng, Xiangli, Carling, Kenneth . How to decide upon stopping a heuristic algorithm in facility-location problems? , Web Information Systems Engineering – WISE 2013 Workshops : 2014. Conference paper : refereed.
Rydell, Alexis, Andersson, Ing-Marie, Hedlund, Ann . Change in Managers’ Conceptions of Human Resources in Organisations : Outcomes of an Intervention , International Journal of Business and Management , 2014, Vol. 9, No. 1, 168-179. Article : refereed.
Song, William Wei, Forsman, Anders, Yan, Jia . An e-Curriculum Based Systematic Resource Integration Approach to Web-Based Education , International Journal of Information and Education Technology , 2014, Vol. 5, No. 7, 495-501. Article : refereed.
Song, William Wei . A Conceptual Framework of Information Analysis and Modelling for E-Health , Smart Health : 2014. Conference paper : refereed.
Carling, Kenneth, Håkansson, Johan . A compelling argument for the gravity p-median model , European Journal of Operational Research , 2013, Vol. 226, No. 3, 658-660. Article : refereed.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan . Var ska sjukhusen ligga? , Ekonomiska samfundets tidskrift , 2013, No. 3, 165-171. Article : refereed.
Daunfeldt, Sven-Olov, Fölster, Stefan . Experiment med välfärden , Ekonomisk Debatt , 2013, No. 2, 16-27. Article : popular science.
Han, Mengjie, Håkansson, Johan, Rönnegård, Lars . How do neighbouring populations affect local population change over time? , Working papers in transport, tourism, information technology and microdata analysis , 2013. Report.
Jia, Tao, Carling, Kenneth, Håkansson, Johan . Trips and their CO2 emissions induced by a shopping center , Working papers in transport, tourism, information technology and microdata analysis , 2013. Report.
Jomaa, Diala, Yella, Siril, Dougherty, Mark . Review of the effectiveness of vehicle activated signs , Journal of Transportation Technologies , 2013, Vol. 3, No. 2, 123-130. Article : refereed.
Lee, Youngjo, Alam, Moudud, Noh, M, Rönnegård, Lars, Skarin, Anna . Analyzing spatially correlated counts with excessive zeros : a case of modeling the changes of reindeer distribution , Working papers in transport, tourism, information technology and microdata analysis , 2013. Report.
Mulder, Han A., Rönnegård, Lars, Fikse, W Freddy, Veerkamp, R F, Strandberg, E . Estimation of genetic variance for macro- and micro-environmental sensitivity using double hierarchical generalized linear models , Genetics Selection Evolution , 2013, Vol. 45. Article : refereed.
Nelson, Ronald Michael, Nettelblad, Carl, Pettersson, Mats E, Shen, Xia, Crooks, Lucy, Besnier, Francois, Alvarez-Castro, José, Rönnegård, Lars, Ek, Weronica, Carlborg, Örjan . MAPfastR : quantitative trait loci mapping in outbred line crosses , G3 , 2013, Vol. 12, No. 3, 2147-2149. Article : refereed.
Rönnegård, Lars, Lee, Y . Exploring the potential of hierarchical generalized linear models in animal breeding and genetics , Journal of Animal Breeding and Genetics , 2013, Vol. 130, No. 6, 415-416. Article : refereed.
Shen, Xia, Alam, Moudud, Fikse, Freddy, Rönnegård, Lars . A novel generalized ridge regression method for quantitative genetics , Genetics , 2013, Vol. 193, No. 4, 1255-1268. Article : refereed.
Shen, Xia, Rönnegård, Lars . Issues with data transformation in genome-wide association studies for phenotypic variability , F1000Research , 2013, Vol. 2, No. 200. Article : refereed.
Skarin, Anna, Helleman, Christian, Sandström, Per, Rönnegård, Lars, Lundquist, Henrik . Renar och vindkraft : Studie från anläggningen av två vindkraftparker i Malå sameby , 2013. Report.
Sonesson, Anna K, Odegård, Jørgen, Rönnegård, Lars . Genetic heterogeneity of within-family variance of body weight in Atlantic salmon (Salmo salar ) , Genetics Selection Evolution , 2013, Vol. 45. Article : refereed.
Song, William Wei, Wu, Qinzhu, Forsman, Anders, Yu, Zukun . A computational model for trust-based collaborative filtering : an empirical study of hotel recommendations , Web Information Systems Engineering - WISE 2013 : 2013. Conference paper : refereed.
Strandberg, E, Felleki, Majbritt, Fikse, W F, Franzén, J, Mulder, H A, Rönnegård, Lars, Urioste, J I, Windig, J J . Statistical tools to select for robustness and milk quality , Advances in Animal Biosciences , 2013, Vol. 4, No. 3, 606-611. Article : refereed.
Zhao, Xiaoyun, Carling, Kenneth, Dan, Zhiguang, Håkansson, Johan . Network density and the p -median solution , Working papers in transport, tourism, information technology and microdata analysis , 2013. Report.
Alam, Moudud, Noh, Maengseok, Lee, Youngjo . Likelihood estimate of treatment effects under selection bias , Working papers in transport, tourism, information technology and microdata analysis , 2012. Report.
Alvarez-Castro, J.M., Carlborg, Ö., Rönnegård, Lars . Estimation and interpretation of genetic effects with epistasis using the NOIA model , Part of: Quantitative trait loci (QTL) , Humana Press, 2012. Chapter of book.
Carling, Kenneth, Håkansson, Johan . Short Communication: A compelling argument for the gravity p -median model , Working papers in transport, tourism, information technology and microdata analysis , 2012. Report.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Rebreyend, Pascal . Distance measure and the p -median problem in rural areas , Working papers in transport, tourism, information technology and microdata analysis , 2012. Report.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan, Rebreyend, Pascal . An empirical test of the gravity p -median model , Working papers in transport, tourism, information technology and microdata analysis , 2012. Report.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan . Does Euclidean distance work well when the p -median model is applied in rural areas? , Annals of Operations Research , 2012, Vol. 201, No. 1, 83-97. Article : refereed.
Han, Mengjie, Håkansson, Johan, Rebreyend, Pascal . How does the use of different road networks effect the optimal location of facilities in rural areas? , Working papers in transport, tourism, information technology and microdata analysis , 2012. Report.
Jia, Tao, Jiang, Bin, Carling, Kenneth, Bohlin, Magnus, Ban, Yifang . An empirical study on human mobility and its agent-based modeling , Journal of Statistical Mechanics , 2012. Article : refereed.
Landré, Martin . Geoprocessing journey-to-work data : delineating commuting regions in Dalarna, Sweden , ISPRS International Journal of Geo-information , 2012, No. 1, 294-314. Article : refereed.
Li, Jun, Zheng, Xiaolin, Chen, Deren, Song, William Wei . Trust based service selection in service oriented environment , International Journal of Web Services Research , 2012, Vol. 9, No. 3, 23-42. Article : refereed.
Meng, Xiangli, He, Changli . Testing Seasonal Unit Roots in Data at Any Frequency, an HEGY approach , Working papers in transport, tourism, information technology and microdata analysis , 2012. Report.
Rönnegård, Lars, Valdar, William . Recent developments in statistical methods for detecting genetic loci affecting phenotypic variability , BMC Genetics , 2012, Vol. 13. Article : refereed.
Shen, Xia, Pettersson, Mats, Rönnegård, Lars, Carlborg, Örjan . Inheritance beyond plain heritability : variance-controlling genes in Arabidopsis thaliana , PLOS Genetics , 2012, Vol. 8, No. 8. Article : refereed.
Soomro, A., Song, William Wei . Developing and Managing SLAs for Business Applications in Information Systems , Part of: Communications in Computer and Information Science , Springer Berlin/Heidelberg, 2012. Chapter of book.
Song, William Wei, Chen, B., Tavner, P . Knowledge-based Information Systems : A wind farm case study , 2011. Conference paper : refereed.
Carling, Kenneth, Han, Mengjie, Håkansson, Johan . Methodological issues in applying Location Models to Rural areas , Working papers in transport, tourism and information technology , 2010. Report.
Håkansson, Johan . Visualisering av regionförstoring med GIS , 2006. Conference paper.
Håkansson, Johan . Befolkningens fördelning på olika geografiska nivåer i Sverige mellan 1810 och 1990 , 1999. Report.
Borgegård, Lars-Erik, Håkansson, Johan . Where is Sweden multi-Ethnic? : The geographical distribution of immigrants on municipality level 1960-1995 , International conference Housing in transition , Piran, Slovenia, Conference proceedings : 1998. Conference paper.