Murray Aitkin
#134,593
Most Influential Person Now
Australian statistician
Murray Aitkin's AcademicInfluence.com Rankings
Murray Aitkinmathematics Degrees
Mathematics
#6448
World Rank
#8925
Historical Rank
Statistics
#604
World Rank
#685
Historical Rank

Download Badge
Mathematics
Why Is Murray Aitkin Influential?
(Suggest an Edit or Addition)According to Wikipedia, Murray Aitkin is an Australian statistician who specialises in statistical models. He attained his BSc, PhD, and DSc in Sydney University for mathematical statistics in 1961, 1966 and 1997, respectively.
Murray Aitkin'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
- Marginal maximum likelihood estimation of item parameters: Application of an EM algorithm (1981) (2220)
- Statistical Modelling in GLIM. (1989) (882)
- Statistical Modelling Issues in School Effectiveness Studies (1986) (844)
- Marginal maximum likelihood estimation of item parameters (1982) (699)
- Statistical Modelling of Data on Teaching Styles (1981) (444)
- A General Maximum Likelihood Analysis of Variance Components in Generalized Linear Models (1999) (428)
- Estimation and Hypothesis Testing in Finite Mixture Models (1985) (340)
- Posterior Bayes Factors (1991) (311)
- Modelling variance heterogeneity in normal regression using GLIM (1987) (304)
- Variance Component Models with Binary Response: Interviewer Variability (1985) (290)
- The Fitting of Exponential, Weibull and Extreme Value Distributions to Complex Censored Survival Data using GLIM (1980) (284)
- Model-based geostatistics. Discussion. Authors' reply (1998) (277)
- Mixture Models, Outliers, and the EM Algorithm (1980) (247)
- Statistical Modelling in R (2009) (236)
- A general maximum likelihood analysis of overdispersion in generalized linear models (1996) (217)
- Model-based geostatistics - Discussion (1998) (205)
- Bayes factors: Prior sensitivity and model generalizability (2008) (135)
- Stillbirths among offspring of male radiation workers at Sellafield Nuclear Reprocessing Plant (1999) (119)
- The Analysis of Unbalanced Cross-classifications (1978) (99)
- A Reanalysis of the Stanford Heart Transplant Data (1983) (99)
- Simultaneous Inference and the Choice of Variable Subsets in Multiple Regression (1974) (97)
- A Note on the Regression Analysis of Censored Data (1981) (96)
- Do OFSTED Inspections of Secondary Schools Make a Difference to GCSE Results (2003) (88)
- TEACHING STYLES AND PUPIL PROGRESS: A RE‐ANALYSIS (1981) (81)
- Statistical Inference: An Integrated Bayesian/Likelihood Approach (2010) (68)
- A hybrid EM/Gauss-Newton algorithm for maximum likelihood in mixture distributions (1996) (65)
- A Simultaneous Test Procedure for Contingency Table Models (1979) (64)
- Inferences from multinomial data: Learning about a bag of marbles - Discussion (1996) (63)
- Likelihood and Bayesian analysis of mixtures (2001) (60)
- Multilevel Interaction Models and Their Use in the Analysis of Large-Scale School Effectiveness Studies. (1994) (53)
- Meta-analysis by random effect modelling in generalized linear models. (1999) (51)
- Detailed modelling of caffeine metabolism and examination of the CYP1A2 gene: lack of a polymorphism in CYP1A2 in Caucasians. (1999) (50)
- A comparison of random coefficient modelling and geographically weighted regression for spatially non-stationary regression problems (1999) (44)
- The calibration of P-values, posterior Bayes factors and the AIC from the posterior distribution of the likelihood (1997) (42)
- A Note on the Selection of Log-Linear Models (1980) (42)
- Bayesian point null hypothesis testing via the posterior likelihood ratio (2005) (42)
- Tests for correlation matrices (1968) (42)
- Regression models for binary longitudinal responses (1998) (38)
- Statistical modelling of artificial neural networks using the multi-layer perceptron (2003) (38)
- A general maximum likelihood analysis of measurement error in generalized linear models (2002) (37)
- Correlation in a singly truncated bivariate normal distribution (1964) (31)
- Regression models for repeated measurements. (1982) (31)
- Some tests for correlation matrices (1969) (31)
- Random coefficient models for binary longitudinal responses with attrition (2000) (30)
- Longitudinal analysis of repeated binary data using autoregressive and random effect modelling (2003) (29)
- Statistical Modeling of the National Assessment of Educational Progress (2011) (29)
- Applications of the Bayesian bootstrap in finite population inference (2008) (26)
- Fitting overdispersed generalized linear models by non-parametric maximum likelihood. (1995) (25)
- BAYESIAN MODEL COMPARISON AND MODEL AVERAGING FOR SMALL-AREA ESTIMATION (2009) (24)
- Linear Statistical Analysis of Discrete Data. (1984) (24)
- Statistical modelling of the group structure of social networks (2014) (22)
- Comprar Statistical Modelling in R | Murray Aitkin | 9780199219148 | Oxford University Press (2009) (16)
- Superanova: Version 1.11 (1994) (16)
- Variance component models for longitudinal count data with baseline information: epilepsy data revisited (2006) (16)
- Likelihood Analysis of a Binomial Sample Size Problem (1989) (15)
- Fitting the multinomial logit model with continuous covariates in GLIM (1992) (15)
- Statistical modelling of a terrorist network (2017) (14)
- A Flexible Strategy for Fitting Complex Log-Linear Models (1978) (14)
- Canonical likelihoods: A new likelihood treatment of nuisance parameters (1987) (13)
- Variational algorithms for biclustering models (2015) (13)
- Curricular Change and Science Achievement in Israeli Elementary Schools (1991) (12)
- Query: Regression Models for Repeated Measurements (1981) (11)
- Direct Likelihood Inference (1982) (11)
- Statistical Modelling: The Likelihood Approach (1986) (10)
- A new Bayesian approach for determining the number of components in a finite mixture (2015) (10)
- How many Components in a Finite Mixture (2011) (9)
- Bayesian inference for factor scores (2005) (8)
- NPML estimation of the mixing distribution in general statistical models with unobserved random effects (1995) (8)
- Structural analysis of the ridge count data of Australian Europeans using multivariate analysis. (1977) (7)
- Correction: Some Tests for Correlation Matrices (1971) (7)
- Model choice in contingency table analysis using the Posterior Bayes Factor (1992) (7)
- Statistical modelling in GLIM4 (2005) (7)
- Simpson’s paradox and the Bayes factor (1998) (7)
- Expectation Maximization Algorithm and Extensions (2016) (6)
- Probability model choice in single samples from exponential families using Poisson log-linear modelling, and model comparison using Bayes and posterior Bayes factors (1995) (6)
- Regression and Analysis of Variance (2010) (6)
- Posterior Bayes factor analysis for an exponential regression model (1993) (6)
- FIXED-WIDTH CONFIDENCE INTERVALS IN LINEAR REGRESSION WITH APPLICATIONS TO THE JOHNSON-NEYMAN TECHNIQUE (1973) (6)
- A new test for the presence of a normal mixture distribution based on the posterior Bayes factor (1996) (5)
- Interactive Regression Modelling (1982) (5)
- Une étude comparative d'analyses des correspondances ou de classifications et des modèles de variables latentes ou de classes latentes (1987) (5)
- A Response to Raudenbush's Comment (1994) (5)
- Still‐births among the offspring of male radiation workers at the Sellafield nuclear reprocessing plant: detailed results and statistical aspects (2002) (5)
- DEALING WITH SURVEY DATA (1979) (5)
- Comments on D. J. Bartholomew, Foundations of factor analysis: some practical implications (1985) (5)
- MULTIPLE COMPARISONS IN PSYCHOLOGICAL EXPERIMENTS (1969) (4)
- Investigation of the identifiability of the 3PL model in the NAEP 1986 Math survey (2006) (4)
- Using a Multi‐Level Model and an Indicator System in Science Education to Assess the Effect of School Treatment on Student Achievement (1990) (4)
- STATISTICAL THEORY (Behavioral Science Application) (1971) (4)
- An analysis of models for the dilution and adulteration of fruit juice (1993) (4)
- A reanalysis of the Stanford heart transplant data:a rejoinder (1983) (4)
- Correlation in a singly truncated bivariate normal distribution II. Rank correlation (1965) (4)
- Multilevel linear models for the educational system (1991) (4)
- Statistical Modelling of Unemployment Rates from the Eec Labour Force Survey (1985) (3)
- A coupled process of conceptualizing a model of school effectiveness and developing an indicator system for monitoring effectiveness (1994) (3)
- Comment on Professor Prais's Paper (1983) (2)
- Theories of Statistical Inference (2010) (2)
- Bayesian Nonparametric Inference Why and How Comment (2013) (2)
- Motor unit number estimation using reversible jump Markov chain Monte Carlo methods - Discussion paper (2007) (2)
- GLIM4 — Directions for Development (1985) (2)
- A History of the GLIM Statistical Package (2018) (2)
- FIXED‐WIDTH CONFIDENCE INTERVALS IN LINEAR REGRESSION WITH APPLICATIONS TO THE JOHNSON‐NEYMAN TECHNIQUE (1972) (2)
- Comments on J. A. Nelder: ‘The statistics of linear models: back to basics’ (1995) (2)
- Bayesian analysis of 2 x 2 contingency tables from comparative trials (2003) (2)
- Theories of Data Analysis and Statistical Inference (2011) (2)
- A Class of Tests for Multivariate Normality Based on Linear Functions of Order Statistics. (1972) (2)
- Test Theory. D. Magnusson, Reading, Massachusetts: Addison-Wesley Publishing Company, 1966. (1968) (2)
- The Current Design and Analysis (2011) (1)
- Statistical modelling of the EEC Labour Force Survey: a project history (1987) (1)
- Confidence, credibility and prediction (2018) (1)
- Corrigenda: The Analysis of Unbalanced Cross-Classifications (1979) (1)
- Letters to the Editor: Reply to Aitkin's Letter (1994) (1)
- Correlation in a singly truncated bivariate normal distribution IV. Empirical variances of rank correlation coefficients (1968) (1)
- Likelihood, credible and confidence intervals for parameters in complex models (2018) (1)
- Correction: A Simultaneous Test Procedure for Contingency Table Models (1980) (1)
- A new Bayesian approach for determining the number of components in a finite mixture (2015) (1)
- PROFILE PREDICTIVE LIKELIHOOD FOR RANDOM EFFECTS IN THE TWO-LEVEL MODEL (1989) (1)
- Comments on the review of Statistical Inference (2013) (1)
- Book reviews (1984) (0)
- OFSTED Inspection and School Improvement (2001) (0)
- Paradigms for Statistical Inference (2012) (0)
- Model-Based Analysis of the 1986 NAEP Math Survey (2011) (0)
- Book Reviews (2007) (0)
- A Comparison of Random CoefficientModelling and Geographically WeightedRegression for Spatially Non-stationaryRegression Problems (1999) (0)
- Analysis of the 2005 NAEP Math Survey – Texas (2011) (0)
- Comments on the review of Statistical Inference Murray Aitkin University of Melbourne April 26 , 2012 1 (2012) (0)
- Reflections on statistical modelling: A conversation with Murray Aitkin (2021) (0)
- Technical Reports – Data Analyses and Simulation Studies (2011) (0)
- Psychometric and Survey Models (2011) (0)
- Book reviews (1980) (0)
- t-Tests and Normal Variance Tests (2010) (0)
- The correlation between variate-values and ranks in a doubly truncated normal distribution. (1966) (0)
- Analysis of the 2005 NAEP Math Survey – California (2011) (0)
- The Integrated Bayes/Likelihood Approach (2010) (0)
- Paradigms for Statistical Inference Murray Aitkin (2011) (0)
- Authors’ response to the contributors to the discussion on “Confidence, credibility and prediction” (2018) (0)
- Authors’ response to the contributors to the discussion on “Confidence, credibility and prediction” (2018) (0)
- The Universal model and prior: multinomial GLMs (2019) (0)
- Binomial and Multinomial Data (2010) (0)
- Confidence, credibility and prediction (2018) (0)
- Unified Analysis of Finite Populations (2010) (0)
- IV. Empirical variances of rank correlation coefficients (2017) (0)
- Introduction to Statistical Modelling and Inference (2022) (0)
- Reply (1997) (0)
- Goodness of Fit and Model Diagnostics (2010) (0)
- Likelihood, credible and confidence intervals for parameters in complex models (2018) (0)
- Analysis of All 1986 Math Iems (2011) (0)
This paper list is powered by the following services:
Other Resources About Murray Aitkin
What Schools Are Affiliated With Murray Aitkin?
Murray Aitkin is affiliated with the following schools: