References
- Blei, D., A.Y. Ng, and M. Jordan. 2003. “Latent Dirichlet Allocation.” Journal of Machine Learning Research 3: 993–1022. Available at: http://www.jmlr.org/papers/volume3/blei03a/blei03a.pdf (accessed May 2016).
- Blei, D. and J. Lafferty. 2006. “Dynamic Topic Models.” Proceedings of the 23rd International Conference on Machine Learning, 113–120, Pittsburgh, Pennsylvania, U.S.A., June 25 – 29, 2006. Doi: https://doi.org/10.1145/1143844.1143859.10.1145/1143844.1143859
- Blei, D. and J. Lafferty. 2007. “A Correlated Topic Model of Science.” Annals of Applied Statistics 1(1): 17–35. Doi: https://doi.org/10.1214/07-AOAS114.10.1214/07-AOAS114
- Blei, D. and J. Lafferty. 2009. “Topic Models.” Available at: http://www.cs.columbia.edu/~blei/papers/BleiLafferty2009.pdf (accessed April 2016).
- BLS. 2011. “Green Goods and Services Survey.” Available at: http://www.bls.gov/ggs/, BLS, USA (accessed May 2016).
- Carpenter, B. 2010. “Integrating Out Multinomial Parameters in Latent Dirichlet Allocation and Naive Bayes for Collapsed Gibbs Sampling.” Available at: https://lingpipe.files.wordpress.com/2010/07/lda3.pdf (accessed May 2016).
- Chang, J. and A. Dai. 2015. “‘Package-lda’: Collapsed Gibbs Sampling Methods for Topic Models.” Available at: https://cran.r-project.org/web/packages/lda/lda.pdf (accessed May 2016).
- Department of Environment. 2013. “Construction Activity Completion Statistics.” Available at: http://www.housing.gov.ie/housing/statistics/house-building-and-private-rented/construction-activity-completions, Ireland (accessed April 2016).
- Eurostat. 2015. “A Practical Guide for the Compilation of Environmental Goods and Services (EGSS) Accounts.” Unit E2, Eurostat, Luxembourg. Doi: https://doi.org/10.2785/688181.10.2785/688181
- EU-691. 2011. “EU REGULATION (EU) No 691/2011 OF THE EUROPEAN PARLIAMENT AND OF THE COUNCIL of 6 July 2011 on European environmental economic accounts.” Available at: https://eur-lex.europa.eu/legal-content/EN/ALL/?uri=CELEX%3A32011R0691 (accessed 2013).
- Geman, S. and D. Geman. 1984. “Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images.” IEEE Transactions on Pattern Analysis and Machine Intelligence 6: 721–741.
- Griffiths, T. and M. Steyvers. 2004. “Finding Scientific Topics.” Proceedings of the National Academy of Science, USA, 101, 5228–5235.
- Heinrich, G. 2009. “Parameter Estimation for Text Analysis.” Technical Report Fraunhofer IGD, Darmstadt, Germany. Available at: http://www.arbylon.net/publications/text-est2.pdf (accessed April 2016).
- Hornik, K. and B. Grün. 2011. “topicmodels: An R Package for Fitting Topic Models.” Journal of Statistical Software 40(13): 1 – 30. Doi: https://doi.org/10.18637/jss.v040.i13.
- McCallum, A. 2002. “MALLET: A Machine Learning for Language Toolkit.” Available at: http://mallet.cs.umass.edu (access May 2016).
- Minka, T. and J. Lafferty. 2002. “Expectation-propagation for the Generative Aspect Model.” Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence, 352–359, Alberta, Canada, August 1–4, 2002. Available at: https://dl.acm.org/citation.cfm?id=2073918 (accessed April 2016).
- OECD. 1999. “THE ENVIRONMENTAL GOODS AND SERVICES INDUSTRY Manual for Data Collection and Analysis.” OECD, Paris. Available at: https://unstats.un.org/unsd/envaccounting/ceea/archive/EPEA/EnvIndustry_Manual_for_data_collection.PDF (accessed May 2016).
- ONS. 2015. “UK Environmental Goods and Services Sector (EGSS): 2010–2012.” Available at: http://www.ons.gov.uk/economy/environmentalaccounts/bulletins/ukenvironmentalaccounts/2015-04-15 (accessed October 2014).
- Ramage, D., D. Hall, R. Nallapati, and C.D. Manning. 2009. “Labeled LDA: A Supervised Topic Model for Credit Attribution in Multi-labeled Corpora.” Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 248–256, Singapore, August 6–7, 2009. Available at: https://www.aclweb.org/anthology/D09-1026 (accessed May 2016).
- RICS. 2016. “The Real Cost of New House Delivery, Royal Institute of Charter Surveyors.” Dublin, Ireland. Available at: https://www.scsi.ie/documents/get_lob?id=885&field=file (accessed May 2016).
- SEAI. 2013. “Sustainable Energy Authority of Ireland – Annual Report 2013.” Available at: https://www.seai.ie/Publications/SEAI_Corporate_Publications_/Annual_Reports/SEAI-Annual-Report-2013.pdf (accessed May 2016).
- Spärck Jones, K. 1972. “A Statistical Interpretation of Term Specificity and its Application in Retrieval.” Journal of Documentation 28: 11–21. Doi: https://doi.org/10.1.1.115.8343.
- Statistics Estonia. 2015. “Development of the Methodology for the Compilation of Statistics of the Environmental Goods and Services Sector (EGSS) in Estonia.” Statistics Estonia.
- Wallach, H.M., I. Murray, R. Salakhutdinov, and D. Mimno. 2009. “Evaluation Methods for Topic Models.” Proceedings of the 26-th International Conference on Machine Learning”, 1105–1112, Montreal, Canada, June 14–18, 2009.
- Wang, Y. 2008. “Distributed Gibbs Sampling of Latent Topic Models: The Gritty Details.” Available at: https://cxwangyi.files.wordpress.com/2012/01/llt.pdf (accessed May 2016).