Books
Krivoruchko K. (2011) Spatial Statistical Data Analysis for GIS Users. ESRI Press
https://community.esri.com/thread/201550-spatial-statistical-data-analysis-for-gis-users-available-free-for-
download.
Johnston, K., Ver Hoef J. M., Krivoruchko K., and Lucas N. (2001). Using ArcGIS Geostatistical Analyst. ESRI
Press.
### Papers

Krivoruchko K. and Gribov A. (2019) Evaluation of the empirical Bayesian kriging methodology. Spatial
Statistics. Volume 32, August 2019. Link: https://authors.elsevier.com/c/1ZKVt7su79m-18.
Bivand R. and Krivoruchko K. (2018) Big data sampling and spatial analysis: “which of the two ladles, of fig-
wood or gold, is appropriate to the soup and the pot?” Statistics and Probability Letters (Special Issue on the
role of Statistics in the era of big data), Volume 136; pp. 87 – 91.
Krivoruchko K. and Gribov A. (2014) Pragmatic Bayesian kriging for non-stationary and moderately non-
Gaussian data. In Mathematics of Planet Earth. Proceedings of the 15th Annual Conference of the International
Association for Mathematical Geosciences. Eds: Pardo-Igúzquiza, E.; Guardiola-Albert, C.; Heredia, J.;
Moreno-Merino, L.; Durán, J.J.; Vargas-Guzmán, J.A. Springer,, pp. 61-64.
Download.
Gribov A. and Krivoruchko K. (2012). New Flexible Non-parametric Data Transformation for Trans-Gaussian
Kriging. Geostatistics Oslo 2012, Quantitative Geology and Geostatistics, Volume 17, Part 1, pp. 51-65,
Springer Netherlands. Download.
Krivoruchko K., Gribov A., and Krause E. (2011) Multivariate Areal Interpolation for Continuous and Count
Data. Procedia Environmental Sciences. Volume 3, 2011, Pages 14-19. 1st Conference on Spatial Statistics 2011
– Mapping Global Change. Download full version.
Krivoruchko K. (2011) GIS, spatial statistics and two accidents at the nuclear power plants. Proceedings of
International Symposium on Earth Science and Technology, pp 5-12, Kyushi University, Fukuoka, Japan,
December 6-7, 2011. Download short version or full version.
Krivoruchko K., Gribov A. and Ver Hoef J.M. (2006) A new method for handling the nugget effect in kriging. In
T.C. Coburn, J.M. Yarus, and R.L. Chambers, eds., Stochastic modeling and geostatistics: Principles, methods,
and Case Studies, Volume II: AAPG Computer Applications in Geology 5, p. 81 – 89. Download.
Gribov A. and Krivoruchko K. (2004) Geostatistical Mapping with Continuous Moving Neighborhood.
Mathematical Geology, Volume 36, Issue 2, pp 267-281. Download.
### Submitted papers

•
Gribov A. and Krivoruchko K. Empirical Bayesian kriging implementation and usage.
•
Krivoruchko K. and Gribov A. Distance metrics for data interpolation over large areas on Earth's surface
### Statistical papers for multi-disciplinary audiences

Krivoruchko K. and Fraczek W. (2016) Interpolation of Data Collected along Lines.
https://apl.maps.arcgis.com/apps/MapJournal/index.html?appid=e7bd9a788b584f21ae738363b9b55d41
Krivoruchko K. and Wood N. (2014) Using multivariate interpolation for estimating well performance. ArcUser
Summer 2014, pp.8-11. https://www.esri.com/esri-news/arcuser/summer-2014/using-multivariate-interpolation-
for-estimating-well-performance
Krivoruchko K. and Butler K. (2013) Unequal Probability-Based Spatial Sampling. ArcUser Spring 2013,
pp.10-17. http://www.esri.com/esri-news/arcuser/spring-2013/unequal-probability-based-spatial-sampling.
Krivoruchko K. (2012) Empirical Bayesian Kriging. ArcUser Fall 2012, pp. 6-10.
http://www.esri.com/news/arcuser/1012/empirical-byesian-kriging.html.
Krivoruchko K. (2012) Modeling Contamination Using Empirical Bayesian Kriging. ArcUser Fall 2012,
http://www.esri.com/news/arcuser/1012/modeling-contamination-using-empirical-bayesian-kriging.html.
.