Application of multivariate statistical modeling and geographic information systems pattern-recognition analysis to production results in the eagle ford formation of South Texas

Society of Petroleum Engineers - SPE Hydraulic Fracturing Technology Conference 2014

Volumn , Issue , 2014, Pages 641-657

  LaFollette, Randy F ^a   Izadi, Ghazal ^a   Zhong, Ming ^a  

^a BAKER HUGHES   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA VISUALIZATION; ELECTRON EMISSION; GEOGRAPHIC INFORMATION SYSTEMS; HORIZONTAL WELLS; HYDRAULIC FRACTURING; INFORMATION SYSTEMS; INFORMATION USE; OPEN SYSTEMS; PATTERN RECOGNITION SYSTEMS; QUALITY CONTROL; STATISTICS; WELL STIMULATION;

CUMULATIVE PRODUCTION; INTERPRETATION METHODS; MULTIVARIATE STATISTICAL ANALYSIS; MULTIVARIATE STATISTICAL METHOD; MULTIVARIATE STATISTICAL MODELING; OPERATING PRACTICES; STIMULATION PARAMETERS; UNCONVENTIONAL RESERVOIRS;

MULTIVARIANT ANALYSIS;

EID: 84904431126     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2118/168628-ms     Document Type: Conference Paper

References (8)

1. "Eagle Ford Shale - South Texas - Natural Gas & Oil Field" - OilShaleGas.com
2. US Energy Information Administration.
3. Yao Tian, Walter B. Ayers, William, D. McCain, Jr. 2013, IPTC Conference. The Eagle Ford Shale Play, South Texas: Regional Variations in Fluid Types, Hydrocarbon Production and Reservoir Properties.
4. Hastie, T., Tibshirani, R., Friedman, J.H. 2009: The Elements of Statistical Learning. 2nd ed, New York: Springer
5. Friedman, J.H. 2001: Greedy Function Approximation: A Gradient Boosting Machine. The Annals of Statistics 29(5) 1189-1232
6. Elith, J., and Leathwick., J. R., Hastie, T. 2008: A working guide to boosted regression trees. Journal of Animal Ecology 11 802-813
7. Gary S. Swindell, 2012: Eagle Ford Shale - An Early Look at Ultimate Recovery, SPE Annual Technical Conference and Exhibition, 8-10 October 2012, San Antonio, Texas, USA.
8. D. Ilk, DeGolyer and MacNaughton, N. J. Broussard, El Paso Corp., T.A. Blasingame. 2012. Production Analysis in the Eagle Ford Shale ~ Best Practices for Diagnostic Interpretations, Analysis, and Modeling. SPE Annual Technical Conference and Exhibition, 8-10 October 2012, San Antonio, Texas, USA