Publications

Doctoral Theses

• Wahlin, K. (2008) Roadmap for Trend Detection and Assessment of Data Quality, Linköping Studies in Statistics No. 10 · Doctoral Thesis (pdf file)
• Shahsavani, D. (2008) Computer Experiments Designed to Explore and Approximate Complex Deterministic Models, Linköping Studies in Statistics No. 9 · Doctoral Thesis (pdf file)
• Eriksson, O. (2007) Sensitivity and Uncertainty Analysis Methods with Applications to a Road Traffic Model, Linköping Studies in Statistics No. 8 · Doctoral Thesis
• Hussian, M. (2005) Monotonic and Semiparametric Regression for the Detection of Trends in Environmental Quality Data, Linköping Studies in Statistics No. 7 · Doctoral Thesis (pdf file)
• Werner, P. (2005) On the Cost-Efficiency of Probability Sampling Based Mail Surveys with a Web Response Option, Linköping Studies in Statistics No. 6 · Doctoral Thesis
• Löfving, E. (2005) Organizing Physical Flow Data: From Input-Output Tables To Data Warehouses, Linköping Studies in Statistics No. 5 · Doctoral Thesis
• Libiseller, C. (2003) Considering Meteorological Variation in Assessment of Environmental Quality Trends, Linköping Studies in Statistics No. 3 · Doctoral Thesis
• Isaksson, A. (2003) Survey Models for a Vehicle Speed Survey, Linköping Studies in Statistics No. 2 · Doctoral Thesis (PDF-file)
• Forsman, Å. (2002) Identification of Simple Structures in Complex Substance Transport Models, Linköping Studies in Statistics No. 1 · Doctoral Thesis

Licentiate Theses

• Eriksson, O. (2004) Sensitivity Analysis Methods for Road Traffic Emission Models, Linköping Studies in Statistics No. 4 · Licentiate Thesis
• Walter, L. (2001) Estimating the Speed and Acceleration in Actual Road Traffic by Spot Measurements, Thesis No. FiF-a 48
• Karlsson, C. (2001) Estimating and Forecasting Cyclical Fluctuations, Linköping Studies in Arts & Science, Thesis No. 43
• Isaksson, A. (2000) Frame Coverage Errors in a Vehicle Survey: Effects on the Bias and Variance of the Estimators, Linköping Studies in Arts & Science, Thesis No. 843 (abstract, thesis)

Journal articles and other reports

See web pages of specific projects or personal home pages.

Technical reports

• Shahsavani, D. and Grimvall, A. (2008) Variance-based sensitivity analysis of model outputs using surrogate models, Technical Report-LiU-IDA-Stat-01/08.
• Shahsavani, D. and Grimvall, A. (2008) Surrogate models composed of locally estimated neural networks, Technical Report-LiU-IDA-Stat-02/08.
• Shahsavani, D. and Grimvall, A. (2008) An adaptive design and interpolation technique for extracting highly nonlinear response surfaces from deterministic models, Technical Report-LiU-IDA-Stat-02/08.
• Hussian M., Grimvall A., Burdakov O. and Sysoev O. (2004) Monotonic Regression for Assessment of Trends in Environmental Quality Data, LiU-MAT-R-2004-01, Linköping University, Sweden. (PDF-file)
• Löfving E., Grimvall A. and Palm V. (2003) Data cubes and matrix formulae for convenient handling of physical flow data, LiU-MAT-R-2003-03, Linköping University, Sweden.
• Libiseller C. and Nordgaard A. (2003) Variance reduction for trend analysis of hydrochemical data from brackish waters, LiU-MAT-R-2003-02, Linköping University, Sweden. (PDF-file)
• Hussian M., Grimvall A., Petersen W. (2003) Estimation of the human impact on nutrient loads carried by the Elbe River, LiU-MAT-R-2003-01, Linköping University, Sweden. (PDF-file)
• Isaksson, A. (2002) Survey Models for a Vehicle Speed Survey. LiU-MAT-R-2002-05, Linköping University, Sweden. (abstract, title, report)
• Isaksson, A. (2002) Allocation Problems in a Three-Stage Sample Survey of Vehicle Speeds. LiU-MAT-R-2002-04, Linköping University, Sweden. (abstract, title, report)
• Isaksson, A. (2002) Weighting Class Adjustments for Missing Data in a Vehicle Speed Survey. LiU-MAT-R-2002-01, Linköping University, Sweden. (abstract, title, report)
• Isaksson, A. (2000) Frame Coverage Errors in a Vehicle Speed Survey: Effects on the Bias and Variance of the Estimators. Linköping Studies in Arts & Science, Thesis No. 843, Linköping University, Sweden.
• Isaksson, A. (2000) Frame Errors Modeling for a Vehicle Speed Survey. LiU-MAT-R-2000-01, Linköping University, Sweden.
• Isaksson, A. (1999) Speed Measurement Variations in Time and Space. LiU-MAT-R-1999-01, Linköping University, Sweden. (title, report)