Kanti Mardia

Q: What Schools Are Affiliated With Kanti Mardia

Kanti Mardia is affiliated with the following schools: University of Hull, University of Leeds, University of Oxford, Newcastle University, Savitribai Phule Pune University, University of Rajasthan

Kanti Mardia's AcademicInfluence.com Rankings

Kanti Mardia

Mathematics

#2563

World Rank

#3931

Historical Rank

#1007

USA Rank

Statistics

#125

World Rank

#165

Historical Rank

#57

USA Rank

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Mathematics

Why Is Kanti Mardia Influential?

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According to Wikipedia, Kantilal Vardichand "Kanti" Mardia is an Indian-British statistician specialising in directional statistics, multivariate analysis, geostatistics, statistical bioinformatics and statistical shape analysis. He was born in Sirohi, Rajasthan, India in a Jain family and now resides and works in Leeds. He is known for his series of tests of multivariate normality based measures of multivariate skewness and kurtosis as well as work on the statistical measures of shape.

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Kanti Mardia's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Sequential Monte Carlo Methods in Practice (2003) (4499)
Measures of multivariate skewness and kurtosis with applications (1970) (3875)
Statistics of Directional Data (1972) (3376)
Statistical Shape Analysis (1998) (2024)
Maximum likelihood estimation of models for residual covariance in spatial regression (1984) (858)
Statistical assessment of bilateral symmetry of shapes (2000) (381)
Matching of palmprints (2002) (381)
Families of Bivariate Distributions (1970) (359)
A review of image-warping methods (1998) (317)
Multi-dimensional multivariate Gaussian Markov random fields with application to image processing (1988) (254)
The Kriged Kalman filter (1998) (216)
The von Mises–Fisher Matrix Distribution in Orientation Statistics (1977) (208)
The effect of nonnormality on some multivariate tests and robustness to nonnormality in the linear model (1971) (196)
The Statistical Analysis of Shape (1998) (188)
Assessment of multinormality and the robustness of Hotelling's T^2 test (1975) (187)
Linear and planar structure in ordered multivariate data as applied to progressive demagnetization of palaeomagnetic remanence (1983) (186)
Protein Bioinformatics and Mixtures of Bivariate von Mises Distributions for Angular Data (2007) (178)
A multivariate von mises distribution with applications to bioinformatics (2008) (161)
A generative, probabilistic model of local protein structure (2008) (158)
A general correlation coefficient for directional data and related regression problems (1980) (156)
Mardia's Test of Multinormality (2004) (155)
Spatial Classification Using Fuzzy Membership Models (1988) (146)
Linear-Circular Correlation Coefficients and Rhythmometry (1976) (146)
A Unified View of the Theory of Directional Statistics, 1975-1988 (1989) (145)
On multimodality of the likelihood in the spatial linear model (1989) (144)
9 Tests of unvariate and multivariate normality (1980) (142)
Algorithm AS 84: Measures of Multivariate Skewness and Kurtosis (1975) (136)
Omnibus tests of multinormality based on skewness and kurtosis (1983) (128)
Some properties of clasical multi-dimesional scaling (1978) (126)
A Bayesian kriged Kalman model for short‐term forecasting of air pollution levels (2005) (122)
A penalized likelihood approach to image warping (2001) (118)
Bayesian alignment using hierarchical models, with applications in protein bioinformatics (2005) (117)
Multivariate Pareto Distributions (1962) (117)
Directions and projective shapes (2005) (115)
Maximum Likelihood Estimators for the Matrix Von Mises-Fisher and Bingham Distributions (1979) (111)
A Spatial Thresholding Method for Image Segmentation (1988) (110)
The statistical analysis of shape data (1989) (109)
Characterization Problems in Mathematical Statistics (1976) (108)
‘Shape, Procrustes tangent projections and bilateral symmetry’ (2001) (103)
Multivariate Aspects of Shape Theory (1993) (102)
Shape distributions for landmark data (1989) (100)
Wishart and Pseudo-Wishart Distributions and Some Applications to Shape Theory (1997) (96)
A Probabilistic Model of RNA Conformational Space (2009) (93)
Bayesian inference for the von Mises-Fisher distribution (1976) (92)
Some contributions to contingency-type bivariate distributions. (1967) (86)
Kriging and splines with derivative information (1996) (85)
Consistency of Procrustes Estimators (1997) (81)
Neural Networks and Related Methods for Classification - Discussion (1994) (75)
Projective Shape Analysis (1999) (75)
A Comparison of Methods for the Stochastic Simulation of Rock Fractures (2007) (72)
A Model for Cylindrical Variables with Applications (1978) (72)
General shape distributions in a plane (1991) (71)
Maximum likelihood estimation using composite likelihoods for closed exponential families (2009) (69)
A Non‐Parametric Test for the Bivariate Two‐Sample Location Problem (1967) (68)
Spatial Statistics: Past, Present, and Future (1990) (66)
The complex Watson distribution and shape analysis (1999) (64)
Characterizations of Directional Distributions (1975) (61)
A small circle distribution on the sphere (1978) (59)
Size and shape analysis of landmark data (1992) (56)
Statistical Shape Models in Image Analysis (1992) (55)
Inference of Structure Ensembles of Flexible Biomolecules from Sparse, Averaged Data (2013) (53)
Spatial discrimination and classification maps (1984) (49)
Deformable Template Recognition of Multiple Occluded Objects (1997) (49)
A Small Circle of Best Fit for Spherical Data and Areas of Vulcanism (1977) (48)
Affine shape analysis and image analysis (2003) (46)
Minimum norm quadratic estimation of components of spatial covariance (1985) (45)
A new method to simulate the Bingham and related distributions in directional data analysis with applications (2013) (44)
MULTIVARIATE SHAPE ANALYSIS (2016) (43)
Bayesian fused classification of medical images (1996) (43)
Directional statistics and shape analysis (1999) (42)
On the modes of a mixture of two von Mises distributions (1975) (41)
Algorithm AS 86: The Von Mises Distribution Function (1975) (41)
Rao score tests for goodness of fit and independence (1991) (38)
A three-dimensional fracture network data set for a block of granite (2009) (38)
Some results for dams with Markovian inputs (1973) (38)
Families of Bivariate Distributions. (1971) (36)
On statistical problems with face identification from photographs. (1996) (36)
Torus principal component analysis with applications to RNA structure (2015) (33)
A geometrical derivation of the shape density (1991) (33)
Ridge Curves and Shape Analysis (1996) (33)
Image warping using derivative information (1994) (33)
Tables of the F- and related distributions with algorithms (1978) (33)
Uniform distribution on a Stiefel manifold (1977) (32)
Complex elliptical distributions with application to shape analysis (2006) (31)
Recent trends in modeling spatio-temporal data (2005) (31)
Some Fundamental Properties of a Multivariate von Mises Distribution (2011) (30)
Analysis of Central Place Theory. (1978) (29)
A Multi‐Sample Uniform Scores Test on a Circle and its Parametric Competitor (1972) (28)
A spherical correlation coefficient robust against scale (1978) (28)
Distribution Theory for the Von Mises-Fisher Distribution and Its Application (1975) (28)
Functional models of growth for landmark data (2010) (28)
A flexible true plurigaussian code for spatial facies simulations (2006) (28)
Score matching estimators for directional distributions (2016) (28)
Spectral and circulant approximations to the likelihood for stationary Gaussian random fields (1996) (27)
Statistical approaches to three key challenges in protein structural bioinformatics (2013) (27)
Shape Analysis of Triangles Through Directional Techniques (1989) (27)
On bias in maximum likelihood estimators (1999) (27)
Bayesian analysis for bivariate von Mises distributions (2010) (26)
Techniques for online gesture recognition on workstations (1993) (26)
DISTRIBUTIONS ON SPHERES (1972) (25)
Bayesian Methods in Structural Bioinformatics (2012) (25)
The null distribution of multivariate kurtosis (1983) (25)
Image warping and Bayesian reconstruction with grey-level templates (1993) (25)
Matching problems for unlabelled configurations (2003) (25)
Statistical methods for automatic interpretation of digitally scanned finger prints (1997) (24)
The Poisson Index: a new probabilistic model for protein-ligand binding site similarity (2007) (22)
Table of maximum likelihood estimates for the bingham distribution (1977) (22)
MLMATERN: A computer program for maximum likelihood inference with the spatial Matérn covariance model (2009) (22)
The complex Bingham quartic distribution and shape analysis (2006) (21)
A Goodness‐Of‐Fit Test for the von Mises–Fisher Distribution (1984) (21)
Directional data analysis:an overview * (1988) (21)
Alcohol, babies and the death penalty: Saving lives by analysing the shape of the brain (2013) (20)
The noncentral Bartlett decompositions and shape densities (1992) (19)
A Comparison of Spatio-Temporal Bayesian Models for Reconstruction of Rainfall Fields in a Cloud Seeding Experiment (2005) (19)
A Characterization of the Uniform Distribution on the Circle (1979) (19)
Distributions of projective invariants and model-based machine vision (1996) (19)
A geometric approach to projective shape and the cross ratio (2012) (19)
Directional statistics in geosciences (1981) (18)
A Characterization of the Multivariate Pareto Distribution (1982) (18)
Algorithm AS 81: Circular Statistics (1975) (18)
Deformable templates in image sequences (1992) (18)
Intrinsic Random Fields and Image Deformations (2006) (18)
Mixtures of concentrated multivariate sine distributions with applications to bioinformatics (2012) (18)
Proceedings edited by (2006) (17)
A New Unified Approach for the Simulation of a Wide Class of Directional Distributions (2018) (17)
Maximum Likelihood Characterization of the Von Mises Distribution (1975) (17)
[A Survey of the Statistical Theory of Shape]: Comment: Some Contributions to Shape Analysis (1989) (17)
Modeling rainfall data using a Bayesian Kriged-Kalman model (2007) (17)
Langevin diffusions on the torus: estimation and applications (2017) (16)
A Shape-based Glaucoma Index for Tomographic Images (2004) (16)
A Generative Angular Model of Protein Structure Evolution (2016) (15)
Shape analysis of paired landmark data (1994) (15)
Conditional cyclic Markov random fields (1996) (15)
Multisample Tests for Multimodal and Axial Circular Populations (1973) (15)
A Statistical Analysis of Megalithic Data Under Elliptic Pattern (1980) (14)
A Robust Spherical Correlation Coefficient Against Scale. (1977) (14)
Shape changes in the plane for landmark data (1995) (13)
Asymptotic Independence of Bivariate Extremes (1964) (13)
Statistics of Bivariate von Mises Distributions (2012) (12)
Weighted distributions and rotating caps (1982) (12)
Approximate lognormality of the sample semi-variogram under a gaussian process (1987) (12)
Bayesian refinement of protein functional site matching (2007) (11)
Formulation of probabilistic models of protein structure in atomic detail using the reference ratio method (2014) (11)
A Note on the Maximum-Entropy Principle (1983) (11)
A TRANSLATION FAMILY OF BIVARIATE DISTRIBUTIONS AND FR?CHET'S BOUNDS (2016) (10)
A test of spatial symmetry with general application (1990) (10)
Simulating Correlated Marked-point Processes (2007) (9)
Markov models and Bayesian methods in image analysis (1989) (9)
On the Penrose hypothesis on fingerprint patterns. (1992) (9)
Bayesian image analysis (1997) (9)
Shape averages and their Bias (1994) (9)
The art of statistical science : a tribute to G.S. Watson (1992) (9)
The Art of Statistical Science: A Tribute to G. S. Watson (1992) (9)
Some Results on the Order Statistics of the Multivariate Normal and Pareto Type 1 Populations (1964) (8)
Algorithm AS 80: Spherical Statistics (1975) (8)
Synthesis of image deformation strategies (2006) (8)
Face description from laser range data (1994) (8)
Theoretical and Distributional Aspects of Shape Analysis (1991) (8)
On some recent advancements in applied shape analysis and directional statistics (2007) (8)
BAYESIAN ALIGNMENT OF SIMILARITY SHAPES. (2013) (8)
Efficiency of the pseudolikelihood for multivariate normal and von Mises distributions (2007) (8)
Familial spinal shape (1994) (8)
Validating protein structure using kernel density estimates (2012) (8)
Statistical Shape Methodology in Image Analysis (1994) (8)
Fisher's repeated normal integral function and shape distributions (1998) (7)
Multivariate Analysis and its Applications: A Report on the Hull Conference, 1973 (1974) (7)
Statistics of response slopes. (1983) (7)
Modelling Strategies for Spatial-Temporal Data (2002) (7)
Matching unlabelled configurations and protein bioinformatics (2007) (7)
A probabilistic approach to protein structure prediction : PHAISTOS in CASP 8 (2009) (7)
Estimation of torsion (1999) (7)
Towards a General Probabilistic Model of Protein Structure: The Reference Ratio Method (2012) (7)
Basic Concepts and Models (2008) (6)
Edgels and Tangent Planes in Image Warping (1996) (6)
Some Problems of Fitting for Contingency‐Type Bivariate Distributions (1970) (6)
Alan Turing and Enigmatic Statistics (2016) (6)
Tippett’s formulas and other results on sample range and extremes (1965) (6)
Circular piecewise regression with applications to cell‐cycle data (2016) (6)
Stochastic Templates for Aquaculture Images and a Parallel Pattern Detector (1999) (6)
Omar Khayyam, René Descartes and Solutions to Algebraic Equations (2004) (6)
Meeting the statistical needs of 21st‐century science (2005) (6)
A Bivariate Non-Parametric C-Sample Test (1970) (6)
Principal component analysis and clustering on manifolds (2021) (5)
Review of the use of context in statistical image analysis (1997) (5)
Assessing spinal shape (1999) (5)
Exploring Spatio Temporal Variability by Eigen-Decomposition Techniques (2005) (5)
Some Aspects of Geometry Driven Statistical Models (2013) (5)
Small Sample Power of a Non‐Parametric Test for the Bivariate Two‐Sample Location Problem in the Normal Case (1968) (5)
An incremental von mises mixture framework for modelling human activity streaming data (2017) (5)
Should Geostatistics Be Model-Based? (2007) (5)
On the Null Distribution of a Non‐Parametric Test for the Bivariate Two‐Sample Problem (1969) (5)
A wavelet approach to shape analysis for spinal curves (2003) (5)
Digital Image Processing: Statistical aspects of moment invariants in image analysis (1989) (5)
The performance of some tests of independence for contingency-type bivariate distributions (1969) (5)
Tracking of Tagged MR Images by Bayesian Analysis of a Network of Quads (1997) (5)
Recent Directional Distributions with Applications (1981) (5)
Tests on von Mises Distributions (2008) (5)
Statistics and images 2: overview (1994) (4)
The Scientific Foundations of Jainism (2020) (4)
Maximum likelihood estimation and prediction mean square error in the spatial linear model (1992) (4)
Shape in images (2001) (4)
Density-Preserving Statistics and Densities for Sample Means (1978) (4)
Correlation of the ranges of correlated samples. (1967) (4)
Multinormality, Mardia's Test of (2006) (4)
A study of three-dimensional curves (1996) (4)
A fast algorithm for sampling from the posterior of a von Mises distribution (2014) (4)
A statistical view on the reference ratio method (2011) (4)
Recent Trends in Modelling Spatio-Temporal Data (2005) (4)
Protein gels matching (4)
Estimation of Objects in Highly Variable Images Using Markov Chain Monte Carlo (1997) (4)
A statistical model for helices with applications (2018) (4)
Tests of Uniformity and Tests of Goodness‐of‐Fit (2008) (4)
On longevity and life-line (1990) (3)
Deformations and smile: 100 years of D'Arcy Thompson's On Growth and Form (2018) (3)
Prior distributions for Bayesian image analysis (1997) (3)
Discussion on the paper by Heffernan and Tawn (2004) (3)
Procrustes methods for projective shape (2006) (3)
Reconstruction of planar scenes from multiple views using affine and projective shape manifolds (2004) (3)
ANGULAR DATA AND FREQUENCY DISTRIBUTIONS (1972) (3)
Statistics and Images 1:Overview (1993) (3)
Transformation- and label-invariant neural network for the classification of landmark data (2000) (3)
Using Curvature Information in Shape Analysis (1996) (3)
Minimum norm quadratic estimation of components of spatial covariance (1985) (3)
Size-and-shape distributions for paired landmark data (1994) (3)
Log-Linear Modelling of Protein Dipeptide Structure Reveals Interesting Patterns of Side-Chain-Backbone Interactions (2011) (3)
Hierarchical Bayesian Modeling of Pharmacophores in Bioinformatics (2011) (3)
Distributions on Stiefel and Grassmann manifolds, and their applications (1977) (2)
Comments on: Recent advances in directional statistics (2021) (2)
Modelling micro-texture (1994) (2)
Bayesian protein sequence and structure alignment (2014) (2)
A vision of statistical bioinformatics (2)
2 – DESCRIPTIVE MEASURES (1972) (2)
Professor Gopal Kanji's retirement as editor of Journal of Applied Statistics (2008) (2)
Circular time series with application to protein conformations (2)
A New Estimation Methodology for Standard Directional Distributions (2018) (2)
Directional Statistics in Protein Bioinformatics (2018) (2)
Statistical Shape Methodology for the Analysis of Helices (2018) (2)
Web-based Supplementary Materials for \Circular Piecewise Regression with an Application to Cell-cycle Biology" (2015) (2)
Generalized Ising models and their applications (1994) (2)
A Connectivity Index for Discrete Fracture Networks1 (2)
Hierarchical Bayesian Modelling of Pharmacophores in Bioinformatics (2011) (2)
Amendments and Corrections: `A General Correlation Coefficient for Direction Data and Related Regression Problems' (1981) (1)
Toroidal Diffusions and Protein Structure Evolution (2018) (1)
Matching markers and unlabeled configurations in protein gels (2012) (1)
TESTS FOR SAMPLES FROM VON MISES POPULATIONS (1972) (1)
Time-efficient Bayesian Inference for a (Skewed) Von Mises Distribution on the Torus in a Deep Probabilistic Programming Language (2021) (1)
Families of Discrete Circular Distributions with Some Novel Applications (2020) (1)
Curves, surfaces and volumes (2016) (1)
Mixture models for spherical data with applications to protein bioinformatics (2021) (1)
Maximum Likelihood Inference of Spatial Covariance Parameters of Large Data Sets in Geosciences (2014) (1)
Prediction based upon maximizing squared correlation for stationary processes and simple kriging (1990) (1)
Size and shape analysis of palmar interdigital areas (1992) (1)
Corrections: Some Contributions to Contingency-Type Bivariate Distributions (1968) (1)
Why Statistical Shape Analysis is Pivotal to the Modern Pattern Recognition (2006) (1)
Bayesian Hierarchical Alignment Methods (2012) (1)
Fundamental Theorems and Distribution Theory (1972) (1)
Parametric Intensity Estimation for Stochastic Fracture Modelling (2005) (1)
A BUGS Implementation of a Kriged Kalman Filter Model (2002) (1)
Shape Statistics and Image Analysis (1995) (1)
Knowledge based geometric object recognition (1997) (1)
Statistical approaches to image restoration (1995) (1)
Amendments and corrections. 'Kriging and splines with derivative information' (1998) (1)
Hierarchical Bayesian classification of multimodal medical images (1996) (1)
How new shape analysis and directional statistics are advancing modern life-sciences (2011) (1)
Correlation and Regression (2008) (0)
RESEARCH ARTICLE Validating protein structure using kernel density estimates (2012) (0)
Analyzing Multivariate Data@@@An Introduction to Multivariate Statistics@@@Multivariate Analysis (1981) (0)
Developments in Statistics, Vol. 2 (1980) (0)
Comments on: Recent advances in directional statistics (2021) (0)
Learning torus PCA based classification for multiscale RNA backbone structure correction with application to SARS-CoV-2 (2021) (0)
Multivariate Statistical Methods: An Introduction.@@@Multivariate Analysis. (1985) (0)
Jacobians Under Constraints and Statistical Bioinformatics (2008) (0)
On the reference ratio method and its application to statistical protein structure prediction (2013) (0)
Inference on Spheres (2008) (0)
Object data and manifolds (2016) (0)
References and Author Index (2008) (0)
Langevin diffusions on the torus: estimation and applications (2017) (0)
Unlabelled size-and-shape and shape analysis (2016) (0)
Shape and size-and-shape distributions (2016) (0)
Non‐Parametric Methods (2008) (0)
Obituary: Geoffrey Stuart Watson (1998) (0)
On Some Tests for the Bivariate Two-Sample Location Problem (1976) (0)
Erratum: Markov models and Bayesian methods in image analysis (1992) (0)
A statistical model for measuring binding site similarity (2006) (0)
Tables of the F—and Related Distributions with Algorithms (1981) (0)
Spatial Analysis (2022) (0)
Appendix 3: Tables for the Spherical Case (2008) (0)
Penalized image averaging and discrimination with facial and fishery applications (2006) (0)
A test of spatial independence (1989) (0)
Appendix 2: Tables and Charts for the Circular Case (2008) (0)
The Through-Plane Problem for Tagged MR Images (2010) (0)
Simulating Virtual Protein Calpha Traces with Applications (2008) (0)
Clustering Schemes on the Torus with Application to RNA Clashes (2021) (0)
M E ] 3 A pr 2 01 8 Bayesian Protein Sequence and Structure Alignment (2018) (0)
LASR 2015 — Geometry-Driven Statistics and its Cutting Edge Applications: Celebrating Four Decades of Leeds Statistics Workshops (2015) (0)
Circular Isotone Regression with Application to cell-cycle Biology (2015) (0)
Helix modelling through the Mardia-Holmes model framework and an extension of the Mardia-Holmes model (2018) (0)
Size measures and shape coordinates (2016) (0)
Appendix 4: Notation (2008) (0)
Comment (2007) (0)
BASIC CONCEPTS AND THEORETICAL MODELS (1972) (0)
Correction Notes: Correction to "Multivariate Pareto Distributions" (1963) (0)
Statistical complexity in protein bioinformatics II (2010) (0)
Tangent space inference (2016) (0)
The Classical Multidimensional Scaling Revisited (2021) (0)
0000000 MATCHING MARKERS AND UNLABELLED CONFIGURATIONS IN PROTEIN GELS By (2012) (0)
Book reviews (1988) (0)
A probabilistic model of RNA conformational space A Probabilistic Model of RNA Conformational Space (2009) (0)
Non-parametric inference and regression (2016) (0)
A bootstrap approach to Pluto's origin (2002) (0)
Offset normal shape distributions (2016) (0)
5 – POINT ESTIMATION (1972) (0)
Handbook of Nonparametric Statistics Iii: Analysis of Variance (1969) (0)
Obituary: Professor B. L. Welch (1990) (0)
Bayesian kriged Kalman filter model assessment using cross-validation (2004) (0)
Size-and-shape space (2016) (0)
Book reviews (1983) (0)
Mapping multiple QTLs of geometric shape of the mouse mandible (2007) (0)
Appendix 1: Special Functions (2008) (0)
Deformations for size and shape change (2016) (0)
Manifolds, shape and size-and-shape (2016) (0)
General Sample Spaces (2008) (0)
NON-PARAMETRIC TESTS (1972) (0)
Technical Report 4 ( 03 / R 02 ) Spatial Point Density Estimation (2005) (0)
C. R. Rao (1920–) Celebrates His 101st Birthday (2022) (0)
Families of Frequency Distributions. (1973) (0)
A Statistical Analysis of the Cardioid Radial Growth Model (2021) (0)
Bayesian modelling for matching and alignment of biomolecules (2018) (0)
INFERENCE PROBLEMS ON THE SPHERE (1972) (0)
2D Procrustes analysis using complex arithmetic (2016) (0)

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