Yongtao Guan

Professor/Chair

  • 623 Citations
20032019

Research output per year

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Research Output

  • 623 Citations
  • 56 Article
  • 1 Chapter
2019

Orthogonal series estimation of the pair correlation function of a spatial point process

Jalilian, A., Guan, Y. & Waagepetersen, R., Jan 1 2019, In : Statistica Sinica. 29, 2, p. 769-787 19 p.

Research output: Contribution to journalArticle

1 Scopus citations

Spatiotemporal calibration of atmospheric nitrogen dioxide concentration estimates from an air quality model for Connecticut

Gilani, O., McKay, L. A., Gregoire, T. G., Guan, Y., Leaderer, B. P. & Holford, T. R., Dec 1 2019, In : Environmental and Ecological Statistics. 26, 4, p. 325-349 25 p.

Research output: Contribution to journalArticle

2018

A fast spectral quasi-likelihood approach for spatial point processes

Deng, C., Waagepetersen, R. P., Wang, M. & Guan, Y., Feb 1 2018, In : Statistics and Probability Letters. 133, p. 59-64 6 p.

Research output: Contribution to journalArticle

Flexible and efficient estimating equations for variogram estimation

Sun, Y., Chang, X. & Guan, Y., Jun 2018, In : Computational Statistics and Data Analysis. 122, p. 45-58 14 p.

Research output: Contribution to journalArticle

2 Scopus citations

Stochastic Quasi-Likelihood for Case-Control Point Pattern Data

Xu, G., Waagepetersen, R. & Guan, Y., Jan 1 2018, (Accepted/In press) In : Journal of the American Statistical Association.

Research output: Contribution to journalArticle

2017

Less is more: Harnessing product substitution information to rationalize SKUs at intcomex

Bernales, P. J., Guan, Y., Natarajan, H. P., Gimenez, P. S. & Tajes, M. X. A., May 1 2017, In : Interfaces. 47, 3, p. 230-243 14 p.

Research output: Contribution to journalArticle

Second-order quasi-likelihood for spatial point processes

Deng, C., Guan, Y., Waagepetersen, R. P. & Zhang, J., 2017, (Accepted/In press) In : Biometrics.

Research output: Contribution to journalArticle

1 Scopus citations
2016

A conditional estimating equation approach for recurrent event data with additional longitudinal information

Shen, Y., Huang, H. & Guan, Y., Oct 30 2016, In : Statistics in Medicine. 35, 24, p. 4306-4319 14 p.

Research output: Contribution to journalArticle

2 Scopus citations

Analysis of multispecies point patterns by using multivariate log-Gaussian Cox processes

Waagepetersen, R., Guan, Y., Jalilian, A. & Mateu, J., Jan 1 2016, In : Journal of the Royal Statistical Society. Series C: Applied Statistics. 65, 1, p. 77-96 20 p.

Research output: Contribution to journalArticle

7 Scopus citations

Generalized Quasi-Likelihood Ratio Tests for Semiparametric Analysis of Covariance Models in Longitudinal Data

Tang, J., Li, Y. & Guan, Y., Apr 2 2016, In : Journal of the American Statistical Association. 111, 514, p. 736-747 12 p.

Research output: Contribution to journalArticle

2 Scopus citations

Spatiotemporal calibration and resolution refinement of output from deterministic models

Gilani, O., Mckay, L. A., Gregoire, T. G., Guan, Y., Leaderer, B. P. & Holford, T. R., Jun 30 2016, In : Statistics in Medicine. 35, 14, p. 2422-2440 19 p.

Research output: Contribution to journalArticle

2 Scopus citations

Towards optimal Takacs–Fiksel estimation

Coeurjolly, J. F., Guan, Y., Khanmohammadi, M. & Waagepetersen, R., Nov 1 2016, In : Spatial Statistics. 18, p. 396-411 16 p.

Research output: Contribution to journalArticle

2 Scopus citations
2015

Disease risk estimation by combining case-control data with aggregated information on the population at risk

Chang, X., Waagepetersen, R., Yu, H., Ma, X., Holford, T. R., Wang, R. & Guan, Y., Mar 1 2015, In : Biometrics. 71, 1, p. 114-121 8 p.

Research output: Contribution to journalArticle

1 Scopus citations

Estimating daily nitrogen dioxide level: application of a longitudinal model with spatially-correlated random effects

Zhang, L., Guan, Y., Leaderer, B. P. & Holford, T. R., Jun 22 2015, In : Environmental and Ecological Statistics. 22, 2, p. 329-344 16 p., 6.

Research output: Contribution to journalArticle

1 Scopus citations

Joint modeling of longitudinal drug using pattern and time to first relapse in cocaine dependence treatment data

Ye, J., Li, Y. & Guan, Y., Sep 1 2015, In : Annals of Applied Statistics. 9, 3, p. 1621-1642 22 p.

Research output: Contribution to journalArticle

3 Scopus citations

Multivariate product-shot-noise Cox point process models

Jalilian, A., Guan, Y., Mateu, J. & Waagepetersen, R., Dec 1 2015, In : Biometrics. 71, 4, p. 1022-1033 12 p.

Research output: Contribution to journalArticle

3 Scopus citations

Quasi-likelihood for spatial point processes

Guan, Y., Jalilian, A. & Waagepetersen, R., Jun 1 2015, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 77, 3, p. 677-697 21 p.

Research output: Contribution to journalArticle

14 Scopus citations

Regularized estimating equations for model selection of clustered spatial point processes

Thurman, A. L., Fu, R., Guan, Y. & Zhu, J., Jan 1 2015, In : Statistica Sinica. 25, 1, p. 173-188 16 p.

Research output: Contribution to journalArticle

4 Scopus citations
2014

A combined estimating function approach for fitting stationary point process models

Deng, C., Waagepetersen, R. P. & Guan, Y., Jun 2014, In : Biometrika. 101, 2, p. 393-408 16 p.

Research output: Contribution to journalArticle

3 Scopus citations

A new estimation approach for combining epidemiological data from multiple sources

Huang, H., Ma, X., Waagepetersen, R., Holford, T. R., Wang, R., Risch, H., Mueller, L. & Guan, Y., Jan 1 2014, In : Journal of the American Statistical Association. 109, 505, p. 11-23 13 p.

Research output: Contribution to journalArticle

3 Scopus citations
1 Scopus citations
14 Scopus citations

Joint Modeling and Clustering Paired Generalized Longitudinal Trajectories With Application to Cocaine Abuse Treatment Data

Huang, H., Li, Y. & Guan, Y., Oct 2 2014, In : Journal of the American Statistical Association. 109, 508, p. 1412-1424 13 p.

Research output: Contribution to journalArticle

6 Scopus citations
2013

Decomposition of Variance for Spatial Cox Processes

Jalilian, A., Guan, Y. & Waagepetersen, R., Mar 1 2013, In : Scandinavian Journal of Statistics. 40, 1, p. 119-137 19 p.

Research output: Contribution to journalArticle

24 Scopus citations

Estimating daily nitrogen dioxide level: Exploring traffic effects

Zhang, L., Guan, Y., Leaderer, B. P. & Holford, T. R., Sep 1 2013, In : Annals of Applied Statistics. 7, 3, p. 1763-1777 15 p.

Research output: Contribution to journalArticle

4 Scopus citations
2012

The impact of hypomethylating agents on the cost of care and survival of elderly patients with myelodysplastic syndromes

Wang, R., Gross, C. P., Frick, K., Xu, X., Long, J., Raza, A., Galili, N., Zikria, J., Guan, Y. & Ma, X., Nov 1 2012, In : Leukemia Research. 36, 11, p. 1370-1375 6 p.

Research output: Contribution to journalArticle

13 Scopus citations
2011

Bias-Corrected Variance Estimation and Hypothesis Testing for Spatial Point and Marked Point Processes Using Subsampling

Guan, Y., Sep 1 2011, In : Biometrics. 67, 3, p. 926-936 11 p.

Research output: Contribution to journalArticle

2 Scopus citations

Second-Order Analysis of Semiparametric Recurrent Event Processes

Guan, Y., Sep 1 2011, In : Biometrics. 67, 3, p. 730-739 10 p.

Research output: Contribution to journalArticle

Variance Estimation for Statistics Computed from Single Recurrent Event Processes

Guan, Y., Yan, J. & Sinha, R., Sep 1 2011, In : Biometrics. 67, 3, p. 711-718 8 p.

Research output: Contribution to journalArticle

2010

A weighted estimating equation approach for inhomogeneous spatial point processes

Guan, Y. & Shen, Y., Dec 1 2010, In : Biometrika. 97, 4, p. 867-880 14 p.

Research output: Contribution to journalArticle

20 Scopus citations

Estimating individual-level risk in spatial epidemiology using spatially aggregated information on the population at risk

Diggle, P. J., Guan, Y., Hart, A. C., Paize, F. & Stanton, M., Dec 1 2010, In : Journal of the American Statistical Association. 105, 492, p. 1394-1402 9 p.

Research output: Contribution to journalArticle

11 Scopus citations
11 Scopus citations
2009

Fast block variance estimation procedures for inhomogeneous spatial point processes

Guan, Y., Mar 1 2009, In : Biometrika. 96, 1, p. 213-220 8 p.

Research output: Contribution to journalArticle

7 Scopus citations
8 Scopus citations

Two-step estimation for inhomogeneous spatial point processes

Waagepetersen, R. & Guan, Y., Jun 1 2009, In : Journal of the Royal Statistical Society. Series B: Statistical Methodology. 71, 3, p. 685-702 18 p.

Research output: Contribution to journalArticle

87 Scopus citations

US Coast Guard air station location with respect to distress calls: A spatial statistics and optimization based methodology

Afshartous, D., Guan, Y. & Mehrotra, A., Aug 1 2009, In : European Journal of Operational Research. 196, 3, p. 1086-1096 11 p.

Research output: Contribution to journalArticle

20 Scopus citations
2008

A goodness-of-fit test for inhomogeneous spatial Poisson processes

Guan, Y., Dec 1 2008, In : Biometrika. 95, 4, p. 831-845 15 p.

Research output: Contribution to journalArticle

11 Scopus citations

A KPSS test for stationarity for spatial point processes

Guan, Y., Sep 1 2008, In : Biometrics. 64, 3, p. 800-806 7 p.

Research output: Contribution to journalArticle

15 Scopus citations

A marked point process perspective in fitting spatial point process models

Guan, Y., Jul 1 2008, In : Journal of Statistical Planning and Inference. 138, 7, p. 2143-2153 11 p.

Research output: Contribution to journalArticle

Comparison of three satellite sensors at three spatial scales to predict larval mosquito presence in Connecticut wetlands

Brown, H. E., Diuk-Wasser, M. A., Guan, Y., Caskey, S. & Fish, D., May 15 2008, In : Remote Sensing of Environment. 112, 5, p. 2301-2308 8 p.

Research output: Contribution to journalArticle

23 Scopus citations

On consistent nonparametric intensity estimation for inhomogeneous spatial point processes

Guan, Y., Sep 1 2008, In : Journal of the American Statistical Association. 103, 483, p. 1238-1247 10 p.

Research output: Contribution to journalArticle

32 Scopus citations

Second-order analysis of inhomogeneous spatial point processes with proportional intensity functions

Guan, Y., Waagepetersen, R. & Beale, C. M., Jun 1 2008, In : Journal of the American Statistical Association. 103, 482, p. 769-777 9 p.

Research output: Contribution to journalArticle

5 Scopus citations
3 Scopus citations
2007
16 Scopus citations

A least-squares cross-validation bandwidth selection approach in pair correlation function estimations

Guan, Y., Dec 1 2007, In : Statistics and Probability Letters. 77, 18, p. 1722-1729 8 p.

Research output: Contribution to journalArticle

15 Scopus citations

A thinned block bootstrap variance estimation procedure for inhomogeneous spatial point patterns

Guan, Y. & Loh, J. M., Dec 1 2007, In : Journal of the American Statistical Association. 102, 480, p. 1377-1386 10 p.

Research output: Contribution to journalArticle

41 Scopus citations

Discussion of 'modern statistics for spatial point processes'

Penttinen, A., Prokesov̀a, M., Hellmund, G., Baddeley, A., Billiot, J. M., Cressie, N., Grabarnik, P., S̈arkk̈a, A., Guan, Y., Guttorp, P., Ḧaggstr̈om, O., Hahn, U., Heinrich, L., Kendall, W. S., Lawson, A., Mateu, J., Rue, H., Martino, S., Chopin, N., Schoenberg, F. P. & 3 others, Stoyan, D., Møller, J. & Waagepetersen, R. P., Dec 2007, In : Scandinavian Journal of Statistics. 34, 4, p. 685-711 27 p.

Research output: Contribution to journalArticle

3 Scopus citations

On asymptotic properties of the mark variogram estimator of a marked point process

Guan, Y., Sherman, M. & Calvin, J. A., Jan 1 2007, In : Journal of Statistical Planning and Inference. 137, 1, p. 148-161 14 p.

Research output: Contribution to journalArticle

15 Scopus citations