• The University of Western Australia (M019), 35 Stirling Highway, Room 2.07, Mathematics Building, Perth campus

    6009 Perth

    Australia

  • 216 Citations
  • 7 h-Index
1984 …2019
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Research Output 1984 2019

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Article
2019

Computation of Lacunarity from Covariance of Spatial Binary Maps

Hingee, K., Baddeley, A., Caccetta, P. & Nair, G., 15 Jun 2019, In : Journal of Agricultural, Biological, and Environmental Statistics. 24, 2, p. 264-288 25 p.

Research output: Contribution to journalArticle

gliding
Language
Software
Missing Data
Binary

Efficient Code for Second Order Analysis of Events on a Linear Network

Rakshit, S., Baddeley, A. & Nair, G., Jul 2019, In : Journal of Statistical Software. 90, 1, p. 1-37 37 p.

Research output: Contribution to journalArticle

Open Access

Estimation of relative risk for events on a linear network

Baddeley, A., Nair, G. & McSwiggan, G., 21 Aug 2019, In : Statistics and Computing. p. 1-16

Research output: Contribution to journalArticle

Linear networks
Highway accidents
Relative Risk
Cross-validation
Neurons
2 Citations (Scopus)

Fast Kernel Smoothing of Point Patterns on a Large Network using Two-dimensional Convolution

Rakshit, S., Davies, T., Moradi, M. M., McSwiggan, G., Nair, G., Mateu, J. & Baddeley, A., 6 Jun 2019, In : International Statistical Review.

Research output: Contribution to journalArticle

Kernel Smoothing
Convolution
Relative Risk
Accidents
Adaptive Smoothing
2017
2 Citations (Scopus)

On two-stage Monte Carlo tests of composite hypotheses

Baddeley, A., Hardegen, A., Lawrence, T., Milne, R. K., Nair, G. & Rakshit, S., 1 Oct 2017, In : Computational Statistics and Data Analysis. 114, p. 75-87 13 p.

Research output: Contribution to journalArticle

Monte Carlo Test
Composite Hypothesis
Significance level
Null hypothesis
Composite materials

Poisson-saddlepoint approximation for gibbs point processes with infinite-order interaction: In memory of Peter Hall

Baddeley, A. & Nair, G., Dec 2017, In : Journal of Applied Probability. 54, 4, p. 1008-1026 19 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Second-order analysis of point patterns on a network using any distance metric

Rakshit, S., Nair, G. & Baddeley, A., 1 Nov 2017, In : Spatial Statistics. 22, Part 1, p. 129-154 26 p.

Research output: Contribution to journalArticle

Linear networks
Distance Metric
Highway accidents
Demonstrations
Pair Correlation Function
5 Citations (Scopus)

"Stationary" point processes are uncommon on linear networks

Baddeley, A., Nair, G., Rakshit, S. & McSwiggan, G., 8 Feb 2017, In : Stat. 6, 1, p. 68-78 11 p.

Research output: Contribution to journalArticle

Stationary point
Point Process
Stationary Process
Shortest path
Pair Correlation Function
2016
9 Citations (Scopus)

Kernel Density Estimation on a Linear Network

McSwiggan, G. E., Baddeley, A. & Nair, G., 2016, In : Scandinavian Journal of Statistics: theory and applications. 44, p. 324-345 22 p.

Research output: Contribution to journalArticle

Kernel Density Estimation
Heat Equation
Heuristics
Estimate
Kernel Density
9 Citations (Scopus)

Point pattern analysis on a region of a sphere

Lawrence, T., Baddeley, A., Milne, R. K. & Nair, G., 2016, In : Stat. 5, 1, p. 144-157 14 p.

Research output: Contribution to journalArticle

Pattern Analysis
Function Estimation
Model Fitting
Galaxies
Point Process

Stochastic Volatility Model with Burr Distribution Error: Evidence from Australian Stock Returns

Nair, G. & Syuhada, K., 2016, In : Thailand Statistician. 14, 1, p. 1-14 14 p.

Research output: Contribution to journalArticle

Open Access
Burr Distribution
Stock Returns
Stochastic Volatility Model
Volatility
Autoregressive Conditional Heteroscedasticity
2014
15 Citations (Scopus)

Multitype point process analysis of spines on the dendrite network of a neuron

Baddeley, A., Jammalamadaka, A. & Nair, G., 6 Oct 2014, In : Journal of the Royal Statistical Society. Series C: Applied Statistics. 63, 5, p. 673-694 22 p.

Research output: Contribution to journalArticle

Multitype
Dendrite
Spine
Point Process
Neuron
2 Citations (Scopus)

Numerical solution of an integral equation from point process theory

Anderssen, R. S., Baddeley, A., De Hoog, F. R. & Nair, G., 2014, In : Journal of Integral Equations and Applications. 26, 4, p. 437-453

Research output: Contribution to journalArticle

Point Process
Integral equations
Integral Equations
Physics
Statistics
82 Citations (Scopus)
656 Downloads (Pure)

On tests of spatial pattern based on simulation envelopes

Baddeley, A., Diggle, P. J., Hardegen, A., Lawrence, T., Milne, R. & Nair, G., Aug 2014, In : Ecological Monographs. 84, 3, p. 477-489

Research output: Contribution to journalArticle

Open Access
File
simulation
statistical analysis
testing
test
parameter
2013
7 Citations (Scopus)

Bayesian state space modeling for spatio-temporal rainfall disaggregation

Astutik, S., Iriawan, N., Nair, G., Suhartono, N. V. & Sutikno, N. V., 2013, In : International Journal of Applied Mathematics and Statistics. 37, 7, p. 26-37

Research output: Contribution to journalArticle

State-space Modeling
Disaggregation
Bayesian Modeling
Rainfall
Rain
2012
7 Citations (Scopus)

Approximating the moments of a spatial point process

Baddeley, A. & Nair, G., 2012, In : Stat. 1, p. 18-30

Research output: Contribution to journalArticle

18 Citations (Scopus)

Fast approximation of the intensity of Gibbs point processes

Baddeley, A. & Nair, G., 2012, In : Electronic Journal of Statistics. 6, p. 1155-1169

Research output: Contribution to journalArticle

Open Access
21 Citations (Scopus)

On a Classification of a First-Order Smooth threshold Autoregressive (STAR) Model

Nur, D., Nair, G. & Yatawarra, N., 2012, In : Journal of Applied Probability and Statistics. 7, p. 17-32

Research output: Contribution to journalArticle

4 Citations (Scopus)

The stochastic h-index

Nair, G. & Turlach, B., 2012, In : Journal of Informetrics. 6, p. 80-87

Research output: Contribution to journalArticle

2008

Efficient Estimation in Smooth Threshold Autoregressive (1) Models

Nur, D., Nair, G. & Yatawara, N. D., 2008, In : Journal of Statistical Theory and Practice. 2, 1, p. 83-94

Research output: Contribution to journalArticle

Efficient Estimation
Conditional Least Squares
Local Asymptotic Normality
Threshold Autoregressive Model
Least Squares Estimate
4 Citations (Scopus)

On computation of NPMLE for middle-censored data

Mangalam, V., Nair, G. & Zhao, Y., 2008, In : Statistics & Probability Letters. 78, 12, p. 1452-1458

Research output: Contribution to journalArticle

Censored Data
Consistent Estimator
Censoring
Equivalence
Necessary Conditions
2001

Combinatorial Techniques for M/G/1 -Type Queue

Mercankosk, G., Nair, G. & Soet, W. J., 2001, In : Journal of Applied Probability. 38, 3, p. 722-736

Research output: Contribution to journalArticle

1998

Discovering fuzzy association rules in large database relations

Gopalan, R. & Nair, M. G., 1998, In : Australian Computer Science Communications. 20, 2, p. 165-176 12 p.

Research output: Contribution to journalArticle

1997
16 Citations (Scopus)

Limiting conditional distributions for Birth-death processes

Kijima, M., Nair, M. G., Pollett, P. K. & Van Doorn, E. A., 1997, In : Advances in Applied Probability. 29, 1, p. 185-204 20 p.

Research output: Contribution to journalArticle

Birth-death Process
Conditional Distribution
Limiting Distribution
Differential equations
Absorption
1996
2 Citations (Scopus)

On estimation for censored autoregressive data

Vasudaven, M., Nair, M. G. & Sithole, M. M., 1996, In : Statistics & Probability Letters. 31, 2, p. 97-105 9 p.

Research output: Contribution to journalArticle

Estimator
Right Censoring
Autoregression
Nonparametric Estimator
Autoregressive Process
1993
Quasi-stationary Distribution
Continuous-time Markov Chain
Invariant Measure
Markov processes
Probability distributions
1990

Random space change for multiparameter point processes

Nair, M. G., 1990, In : The Annals of Probability. 18, 3, p. 1222-1231 10 p.

Research output: Contribution to journalArticle

Point Process
Poisson process
Compensator
Theorem
Point process
1988

A simple proof of the multivariate random time change theorem for point processes

Brown, T. C. & Nair, M. G., 1988, In : Journal of Applied Probability. 25, 1, p. 210-214 5 p.

Research output: Contribution to journalArticle

Random Time Change
Point Process
Theorem
Poisson process
Time change
6 Citations (Scopus)

Poisson approximations for time-changed point processes

Brown, T. C. & Gopalan Nair, M., 1988, In : Stochastic Processes and their Applications. 29, 2, p. 247-256 10 p.

Research output: Contribution to journalArticle

Poisson Approximation
Point Process
Hazards
Compensator
Exponential distribution