Dr  Elizabeth Stojanovski

Dr Elizabeth Stojanovski

Senior Lecturer

School of Information and Physical Sciences (Data Science and Statistics)

Career Summary

Biography

Elizabeth is a senior lecturer in the Discipline of Data Science and Statistics in the School of Information and Physical Sciences and the Leader of the Mathematics Education Research Group within the Priority Research Centre for Computer-Assisted Research Mathematics and its Applications (CARMA) at the University of Newcastle. She has managed the statistical consulting unit at the University of Newcastle which provides statistical consulting for industry, academics and postgraduate students. Elizabeth has several published refereed manuscripts, has been invited to present at international and national conferences and supervised PhD, Masters and Honours students. Elizabeth has secured $496000 in grant funding as a chief investigator, is a member of the Australian Statistics Society and has been a reviewer for NHMRC project grants and the Medical Journal of Australia.

Some research projects with which she has been involved include assessing strengths of interventions at oncologist level to improve patient needs, forensic science applications including assessing cut marks to predict weapon used, testing effectiveness of medications to improve various health indicators including cholesterol and blood pressure, and projects to improve teaching practices and engagement in mathematics and statistics education among secondary and tertiary students.

A focus of her research is on longitudinal relationships between life events and both physical and mental health. She has adapted and extended various multivariate statistical methods including in the Bayesian framework, longitudinal, structural equation and meta-analytic models. Most of her applied research is in the area of health and education, ranging from methods of tobacco control to the effects of certain genes on the effective treatment of certain cancer types. She often peer reviews PhD theses and journal manuscripts and has been a reviewer for grant applications. 

Her expertise is in lecturing statistics to various disciplines, ranging from theoretical statistics to applied statistics to disciplines including psychology, health and business. She has expertise in teaching both undergraduate and postgraduate statistics courses.


Qualifications

  • PhD, University of Newcastle
  • Bachelor of Mathematics, University of Newcastle
  • Bachelor of Mathematics (Honours), University of Newcastle

Keywords

  • Biostatistics
  • Longitudinal Modelling
  • Multivariate Statistics
  • Population Health
  • Statistics

Fields of Research

Code Description Percentage
490508 Statistical data science 100

Professional Experience

UON Appointment

Title Organisation / Department
Senior Lecturer University of Newcastle
School of Mathematical and Physical Sciences
Australia

Academic appointment

Dates Title Organisation / Department
1/8/2004 - 1/6/2006 Research Academic University of Newcastle
School of Medicine and Public Health
Australia

Membership

Dates Title Organisation / Department
Member - Statistical Society of Australia Statistical Society of Australia Inc.
Australia

Awards

Research Award

Year Award
2001 "Temporal association between life events and health"
Unknown

Invitations

Participant

Year Title / Rationale
2005 Control Charts
Organisation: Hunter Population Health - Statistics Description: Invited by Hunter Population Health to present seminar on control charts, particularly in terms of their potential use for the surveilance of infectious diseases.
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Publications

For publications that are currently unpublished or in-press, details are shown in italics.


Journal article (49 outputs)

Year Citation Altmetrics Link
2024 Dunn G, Charkhgard H, Eshragh A, Mahmoudinazlou S, Stojanovski E, 'Deep Reinforcement Learning for Picker Routing Problem in Warehousing.', CoRR, abs/2402.03525 (2024)
2023 Alzahrani AA, Beh EJ, Stojanovski E, 'Confidence Regions for Simple Correspondence Analysis using the Cressie-Read Family of Divergence Statistics', Electronic Journal of Applied Statistical Analysis, 16 423-448 (2023) [C1]

When examining the association between symmetrically associated categorical variables, correspondence analysis provides a visual means of identifying the structure of this associa... [more]

When examining the association between symmetrically associated categorical variables, correspondence analysis provides a visual means of identifying the structure of this association. An important and sometimes overlooked feature that can help the analyst determine whether these categories provide a statistically significant contribution to the association is the confidence region. When constructing these regions, correspondence analysis traditionally (but not always) considers Pearson¿s chi-squared statistic as the core measure of association between the variables. Such a statistic is a special case of the Cressie-Read family of divergence statistics as is the log-likelihood ratio statistic, Freedman-Tukey statistic, and other such measures. Therefore, this paper will consider the construction of confidence regions in correspondence analysis where this family of divergence statistics is used as the measure of association. Doing so provides a means of simply constructing confidence regions for each category of a contingency table and allows for such regions to be constructed when log-ratio analysis (LRA) or the Hellinger distance decomposition (HDD) method is applied to the contingency table.

DOI 10.1285/i20705948v16n2p423
Citations Scopus - 1
2023 Kalagi NA, Thota RN, Stojanovski E, Alburikan KA, Garg ML, 'Plasma Trimethylamine N-Oxide Levels Are Associated with Poor Kidney Function in People with Type 2 Diabetes', Nutrients, 15 812-812 [C1]
DOI 10.3390/nu15040812
Citations Scopus - 2
Co-authors Manohar Garg
2023 Alzahrani A, Beh EJ, Stojanovski E, 'Exploring the association between self-efficacy and future utility beliefs in mathematics: A practical tutorial on correspondence analysis.', PLoS One, 18 e0282696 (2023) [C1]
DOI 10.1371/journal.pone.0282696
Co-authors Eric Beh
2022 Alhuzali T, Beh EJ, Stojanovski E, 'Multiple correspondence analysis as a tool for examining Nobel Prize data from 1901 to 2018', PLOS ONE, 17 (2022) [C1]
DOI 10.1371/journal.pone.0265929
Citations Scopus - 5Web of Science - 2
Co-authors Eric Beh
2022 Kalagi NA, Thota RN, Stojanovski E, Alburikan KA, Garg ML, 'Association between Plasma Trimethylamine N-Oxide Levels and Type 2 Diabetes: A Case Control Study.', Nutrients, 14 2093 (2022) [C1]
DOI 10.3390/nu14102093
Citations Scopus - 10Web of Science - 6
Co-authors Manohar Garg
2022 Junaidi J, Nur D, Hudson I, Stojanovski E, 'Estimation Parameters of Dependence Meta-Analytic Model: New Techniques for the Hierarchical Bayesian Model', Computation, 10 (2022) [C1]
DOI 10.3390/computation10050071
2022 Heslop B, Bailey K, Stojanovski E, Paul J, Drew A, 'Anthropological Prosociality via Sub-Group Level Selection', Integrative Psychological and Behavioral Science, 56 180-205 (2022) [C1]

A perennial challenge of evolutionary psychology is explaining prosocial traits such as a preference for fairness rather than inequality, compassion towards suffering, and an inst... [more]

A perennial challenge of evolutionary psychology is explaining prosocial traits such as a preference for fairness rather than inequality, compassion towards suffering, and an instinctive ability to coordinate within small teams. Considering recent fossil evidence¿and a novel logical test, we deem present explanations insufficiently explanatory of the divergence of hominins. In answering this question, we focus on the divergence of hominins from the last common ancestor (LCA) shared with Pan. We consider recent fossil discoveries that indicate the LCA was bipedal, which reduces the cogency of this explanation for hominin development. We also review evolutionary theory that claims to explain how hominins developed into modern humans, however it is found that no mechanism differentiates hominins from other primates. Either the mechanism was available to the last common ancestor (LCA) (with P. troglodytes as its proxy), or because early hominins had insufficient cognition to utilise the mechanism. A novel mechanism, sub-group level selection (sGLS) is hypothesised by triangulating two pieces of data rarely considered by evolutionary biologists. These are behavioural dimorphism of Pan (chimpanzees and bonobos) that remain identifiable in modern humans, and the social behaviour of primate troops in a savannah ecology. We then contend that sGLS supplied an exponential effect which was available to LCA who left the forest, but was not sufficiently available to any other primates. In conclusion, while¿only indirectly supported by various¿evidence,¿sGLS is found to be¿singularly and persuasively explanatory¿of human's unique evolutionary story.

DOI 10.1007/s12124-021-09606-y
Citations Scopus - 2Web of Science - 1
Co-authors Jonathan Paul
2020 Eshragh A, Alizamir S, Howley P, Stojanovski E, 'Modeling the dynamics of the COVID-19 population in Australia: A probabilistic analysis', PLOS ONE, 15 (2020) [C1]
DOI 10.1371/journal.pone.0240153
Citations Scopus - 9Web of Science - 10
Co-authors Ali Eshragh
2020 Ferguson JJ, Stojanovski E, MacDonald-Wicks L, Garg ML, 'High molecular weight oat ß-glucan enhances lipid-lowering effects of phytosterols. A randomised controlled trial', Clinical Nutrition, 39 80-89 (2020) [C1]
DOI 10.1016/j.clnu.2019.02.007
Citations Scopus - 22Web of Science - 13
Co-authors Jessica Ferguson, Manohar Garg, Lesley Wicks
2020 Junaidi, Nur D, Hudson I, Stojanovski E, 'Bayesian analysis of meta-analytic models incorporating dependency: new approaches for the hierarchical Bayesian delta-splitting model', Heliyon, 6 1-12 (2020) [C1]
DOI 10.1016/j.heliyon.2020.e04835
Citations Scopus - 1Web of Science - 1
2020 Alzahrani A, Stojanovski E, 'The Influence of Interest, Beliefs, and Identity with Mathematics on Achievement', International Journal of Educational and Pedagogical Sciences, 14 107-110 (2020) [C1]
2019 Ferguson JJA, Wolska A, Remaley AT, Stojanovski E, MacDonald-Wicks L, Garg ML, 'Bread enriched with phytosterols with or without curcumin modulates lipoprotein profiles in hypercholesterolaemic individuals. A randomised controlled trial', FOOD & FUNCTION, 10 2515-2527 (2019) [C1]
DOI 10.1039/c8fo02512f
Citations Scopus - 24Web of Science - 12
Co-authors Manohar Garg, Lesley Wicks, Jessica Ferguson
2019 Kalagi NA, Abbott KA, Alburikan KA, Alkofide HA, Stojanovski E, Garg ML, 'Modulation of Circulating Trimethylamine N-Oxide Concentrations by Dietary Supplements and Pharmacological Agents: A Systematic Review.', Advances in Nutrition, 10 876-887 (2019) [C1]
DOI 10.1093/advances/nmz012
Citations Scopus - 13Web of Science - 11
Co-authors Manohar Garg
2018 Heslop B, Drew A, Stojanovski E, Bailey K, Paul JW, 'Collaboration Vouchers: A Policy to Increase Population Wellbeing', Societies, 8 (2018) [C1]
DOI 10.3390/soc8020037
Citations Scopus - 2Web of Science - 1
Co-authors Jonathan Paul
2018 Heslop B, Bailey K, Paul JW, Stojanovski E, 'The PILAR Model as a Measure of Peer Ratings of Collaboration Viability in Small Groups', Social Sciences, 7 1-14 (2018) [C1]
DOI 10.3390/socsci7030049
Co-authors Jonathan Paul
2018 Wijayawardena MAA, Megharaj M, Naidu R, Stojanovski E, 'Chronic and reproductive toxicity of cadmium, zinc, and lead in binary and tertiary mixtures to the earthworm (Eisenia fetida)', JOURNAL OF SOILS AND SEDIMENTS, 18 1602-1609 (2018) [C1]
DOI 10.1007/s11368-017-1877-z
Citations Scopus - 9Web of Science - 5
Co-authors Ayanka Wijayawardena, Ravi Naidu, Megh Mallavarapu
2018 Heslop B, Paul J, Stojanovski E, Bailey K, 'Organisational Psychology and Appreciative Inquiry: Unifying the Empirical and the Mystical', AI Practitioner, 20 69-90 (2018) [C1]
DOI 10.12781/978-1-907549-34-2-11
Co-authors Jonathan Paul
2018 Heslop B, Stojanovski E, Paul JW, Bailey K, 'PILAR: A Model of Collaboration to Encapsulate Social Psychology', Review of General Psychology, 22 321-333 (2018) [C1]
DOI 10.1037/gpr0000141
Citations Scopus - 8Web of Science - 6
Co-authors Jonathan Paul
2018 Alzahrani ARR, Stojanovski E, 'Multivariate Assessment of Mathematics Test Scores of Students in Qatar', International Journal of Educational and Pedagogical Sciences, (2018)
DOI 10.5281/zenodo.2363340
2018 Ferguson JJA, Stojanovski E, MacDonald-Wicks L, Garg ML, 'Curcumin potentiates cholesterol-lowering effects of phytosterols in hypercholesterolaemic individuals. A randomised controlled trial', Metabolism: Clinical and Experimental, 82 22-35 (2018) [C1]
DOI 10.1016/j.metabol.2017.12.009
Citations Scopus - 63Web of Science - 46
Co-authors Manohar Garg, Jessica Ferguson, Lesley Wicks
2018 Heslop B, Stojanovski E, Iverson S, Paul JW, Bailey K, 'Respondent disengagement from a peer assessment instrument measuring Collaboration Viability', Australasian Journal of Engineering Education, 22 95-106 (2018) [C1]
DOI 10.1080/22054952.2018.1437676
Co-authors Jonathan Paul
2018 McCardle P, Stojanovski E, 'Identifying Differences Between Cut Marks Made on Bone by a Machete and Katana: A Pilot Study', Journal of Forensic Sciences, 63 1813-1818 (2018) [C1]

The aim of this research was to identify characteristics specific to a machete and katana on three different bone types. One machete and two katanas were used to produce cut marks... [more]

The aim of this research was to identify characteristics specific to a machete and katana on three different bone types. One machete and two katanas were used to produce cut marks on Sus scrofa rib, flat and long bones. Fifty-nine cuts were produced by the katanas and 38 by the machete. The presence of flaking, feathering, peeling, micropeeling, chattering, microcurvature, scoop defect, and exit notch was noted, and bivariate associations between each characteristic and weapon type were assessed using Pearson's chi-square tests for independence and logistic regression models developed. Significant predictors for machete cut marks are scoop defect for rib bones (correct classification 93%), micropeeling in flat bones, chattering on flat and long bones (all p < 001) and for the katana, microcurvature (p < 004) and exit notch on flat and long bones (p < 001; correct classification 96% and 100%, respectively). The identified bivariate associations and final logistic regression models may be utilized in forensic investigations when identifying hacking trauma.

DOI 10.1111/1556-4029.13754
Citations Scopus - 10Web of Science - 7
2017 Heslop B, Stojanovski E, Paul J, Bailey K, 'Are We Collaborating Yet? Employee Assessment of Peer s Perceptions', International Journal of Human Resource Studies, 7 175-175 [C1]
DOI 10.5296/ijhrs.v7i4.11818
Co-authors Jonathan Paul
2016 Ferguson JJA, Stojanovski E, MacDonald-Wicks L, Garg ML, 'Fat type in phytosterol products influence their cholesterol-lowering potential: A systematic review and meta-analysis of RCTs', Progress in Lipid Research, 64 16-29 (2016) [C1]

The most common form of phytosterol (PS) fortified foods are fat spreads and dairy products. The predominant fats used are soybean/sunflower (SS) or rapeseed/canola (RC) oils and ... [more]

The most common form of phytosterol (PS) fortified foods are fat spreads and dairy products. The predominant fats used are soybean/sunflower (SS) or rapeseed/canola (RC) oils and animal fat (D) in dairy products. This review aimed to investigate whether the carrier fat is a determinant of the hypocholesterolaemic effects of PS fortified foods. Databases were searched using relevant keywords and published RCTs from 1990 investigating the effects of dietary PS intervention (=¿1.5¿g per day) on total cholesterol and LDL-C were included. After methodological quality assessment and data extraction, a total of 32 RCTs (RC, n¿=¿15; SS, n¿=¿9; D, n¿=¿8) were included. As expected, all fat groups significantly reduced TC and LDL-C (p¿<¿0.01). When compared across different carrier fats, RC as the main carrier fat, reduced LDL-C significantly more than the SS spreads (p¿=¿0.01). Therefore, a combination of monounsaturated fatty acid rich spread with adequate amounts of omega-3 fatty acids (as evident in RC spreads) may be the superior carrier fat for the delivery of PS for optimal blood cholesterol-lowering. The findings of this research provide useful evidence for optimising the hypocholesterolaemic effects of PS and support further investigation into the possible mechanisms behind these findings.

DOI 10.1016/j.plipres.2016.08.002
Citations Scopus - 50Web of Science - 39
Co-authors Lesley Wicks, Manohar Garg, Jessica Ferguson
2015 Stojanovski E, 'Adjusted Pedagogy for Teaching Statistics', PEOPLE: International Journal of Social Sciences, Special Issue 169-177 (2015) [C1]
2014 Alhazmi A, Stojanovski E, Garg ML, McEvoy M, 'Fasting whole blood fatty acid profile and risk of type 2 diabetes in adults: a nested case control study.', PLoS One, 9 e97001 (2014) [C1]
DOI 10.1371/journal.pone.0097001
Citations Scopus - 23Web of Science - 20
Co-authors Manohar Garg, Mark Mcevoy
2014 Alhazmi A, Stojanovski E, McEvoy M, Garg ML, 'The association between dietary patterns and type 2 diabetes: a systematic review and meta-analysis of cohort studies', JOURNAL OF HUMAN NUTRITION AND DIETETICS, 27 251-260 (2014) [C1]
DOI 10.1111/jhn.12139
Citations Scopus - 86Web of Science - 72
Co-authors Mark Mcevoy, Manohar Garg
2014 Alhazmi A, Stojanovski E, McEvoy M, Garg ML, 'Macronutrient intake and type 2 diabetes risk in middle-aged Australian women. Results from the Australian Longitudinal Study on Women's Health', PUBLIC HEALTH NUTRITION, 17 1587-1594 (2014) [C1]
DOI 10.1017/S1368980013001870
Citations Scopus - 38Web of Science - 25
Co-authors Manohar Garg, Mark Mcevoy
2014 Alhazmi A, Stojanovski E, McEvoy M, Brown W, Garg ML, 'Diet quality score is a predictor of type 2 diabetes risk in women: the Australian Longitudinal Study on Women's Health.', Br J Nutr, 112 945-951 (2014) [C1]
DOI 10.1017/S0007114514001688
Citations Scopus - 20Web of Science - 17
Co-authors Manohar Garg, Mark Mcevoy
2012 Girgis A, Stojanovski E, Boyes AW, King M, Lecathelinais LC, 'The next generation of the supportive care needs survey: A brief screening tool for administration in the clinical oncology setting', Psycho-Oncology, 21 827-835 (2012) [C1]
Citations Scopus - 35Web of Science - 28
Co-authors Allison Boyes
2012 Walsh RA, Cholowski KM, Tzelepis F, Stojanovski E, 'Smoking prevalence, attitudes, and confidence about tobacco roles among Australian nursing students', Journal of Addictions Nursing, 23 181-190 (2012) [C1]
Citations Scopus - 6Web of Science - 6
Co-authors Flora Tzelepis
2012 Alhazmi AH, Stojanovski E, McEvoy MA, Garg ML, 'Macronutrient intakes and development of type 2 diabetes: A systematic review and meta-analysis of cohort studies', Journal of the American College of Nutrition, 31 243-258 (2012) [C1]
Citations Scopus - 65Web of Science - 59
Co-authors Mark Mcevoy, Manohar Garg
2011 Wolfenden L, Stojanovski E, Wiggers JH, Gillham K, Bowman JA, Richie C, 'Demographic, smoking, and clinical characteristics associated with smoking cessation care provided to patients preparing for surgery', Journal of Addictions Nursing, 22 171-175 (2011) [C1]
Citations Web of Science - 1
Co-authors John Wiggers, Luke Wolfenden, Jenny Bowman
2010 Snodgrass SN, Rivett DA, Robertson VJ, Stojanovski E, 'Cervical spine mobilisation forces applied by physiotherapy students', Physiotherapy, 96 120-129 (2010) [C1]
DOI 10.1016/j.physio.2009.08.008
Citations Scopus - 22Web of Science - 20
Co-authors Suzanne Snodgrass
2010 Snodgrass SJ, Rivett DA, Robertson VJ, Stojanovski E, 'A comparison of cervical spine mobilization forces applied by experienced and novice physiotherapists', Journal of Orthopaedic & Sports Physical Therapy, 40 392-401 (2010) [C1]
DOI 10.2519/jospt.2010.3274
Citations Scopus - 28Web of Science - 24
Co-authors Suzanne Snodgrass
2010 Sanson-Fisher RW, Bailey LJ, Aranda S, D'Este CA, Stojanovski E, Sharkey K, Schofield P, 'Quality of life research: is there a difference in output between the major cancer types?', European Journal of Cancer Care, 19 714-720 (2010) [C1]
DOI 10.1111/j.1365-2354.2009.01158.x
Citations Scopus - 15Web of Science - 16
Co-authors Catherine Deste, Rob Sanson-Fisher
2010 Snodgrass SN, Rivett DA, Robertson VJ, Stojanovski E, 'Real-time feedback improves accuracy of manually applied forces during cervical spine mobilisation', Manual Therapy, 15 19-25 (2010) [C1]
DOI 10.1016/j.math.2009.05.011
Citations Scopus - 37Web of Science - 33
Co-authors Suzanne Snodgrass
2009 Snodgrass SJ, Rivett DA, Robertson VJ, Stojanovski E, 'Forces applied to the cervical spine during posteroanterior mobilization', Journal of Manipulative and Physiological Therapeutics, 32 72-83 (2009) [C1]
DOI 10.1016/j.jmpt.2008.09.012
Citations Scopus - 41Web of Science - 39
Co-authors Suzanne Snodgrass
2009 Girgis A, Cockburn JD, Butow P, Bowman D, Schofield P, Stojanovski E, et al., 'Improving patient emotional functioning and psychological morbidity: Evaluation of a consultation skills training program for oncologists', Patient Education and Counseling, 77 456-462 (2009) [C1]
DOI 10.1016/j.pec.2009.09.018
Citations Scopus - 36Web of Science - 30
Co-authors Catherine Deste
2009 Walsh RA, Tzelepis F, Stojanovski E, 'Australian superannuation funds and tobacco investments: Issues for DAR readers', Drug and Alcohol Review, 28 445-446 (2009) [C3]
DOI 10.1111/j.1465-3362.2009.00095.x
Citations Web of Science - 1
Co-authors Flora Tzelepis
2008 Butow P, Cockburn JD, Girgis A, Bowman DA, Schofield P, D'Este CA, et al., 'Increasing oncologists' skills in eliciting and responding to emotional cues: evaluation of a communication skills training program', Psycho-Oncology, 17 209-218 (2008) [C1]
DOI 10.1002/pon.1217
Citations Scopus - 126Web of Science - 109
Co-authors Catherine Deste
2008 Walsh RA, Paul CL, Tzelepis F, Stojanovski E, Tang A, 'Is government action out-of-step with public opinion on tobacco control? Results of a New South Wales population survey', Australian and New Zealand Journal of Public Health, 32 482-488 (2008) [C1]
DOI 10.1111/j.1753-6405.2008.00284.x
Citations Scopus - 38Web of Science - 34
Co-authors Flora Tzelepis, Chris Paul
2008 Walsh RA, Tzelepis F, Stojanovski E, 'Australian pension funds and tobacco investments: promoting ill health and out-of-step with their members', Health Promotion International, 23 35-41 (2008) [C1]
DOI 10.1093/heapro/dam043
Citations Scopus - 1Web of Science - 2
Co-authors Flora Tzelepis
2007 Kypri K, Dean JI, Stojanovski E, 'Parent attitudes on the supply of alcohol to minors', Drug and Alcohol Review, 26 41-47 (2007) [C1]
DOI 10.1080/09595230601037018
Citations Scopus - 47Web of Science - 44
2007 Honoki K, Stojanovski E, McEvoy MA, Fujii H, Tsujiuchi T, Kido A, et al., 'Prognostic significance of p16(INK4a) alteration for Ewing sarcoma - A meta-analysis', Cancer, 110 1351-1360 (2007) [C1]
DOI 10.1002/cncr.22908
Citations Scopus - 33Web of Science - 27
Co-authors Mark Mcevoy
2006 Campbell E, Walsh RA, Sanson-Fisher RW, Burrows S, Stojanovski E, 'A group randomised trial of two methods for disseminating a smoking cessation programme to public antenatal clinics: effects on patient outcomes', Tobacco Control, 15 97-102 (2006) [C1]
DOI 10.1136/tc.2004.011049
Citations Scopus - 18Web of Science - 17
Co-authors Rob Sanson-Fisher
2006 Stojanovski E, Walsh RA, Paul CL, 'Illegal tobacco use in Australia: how big is the problem of chop-chop? (Letter)', Australian and New Zealand Journal of Public Health, 30 484-485 (2006) [C3]
Citations Scopus - 6Web of Science - 4
Co-authors Chris Paul
2006 Walsh RA, Paul CL, Tzelepis F, Stojanovski E, 'Quit smoking behaviours and intentions and hard-core smoking in New South Wales', Health Promotion Journal of Australia, 17 54-60 (2006) [C1]
Citations Scopus - 23
Co-authors Flora Tzelepis, Chris Paul
Show 46 more journal articles

Review (4 outputs)

Year Citation Altmetrics Link
2012 Stojanovski E, Mengersen K, 'Bayesian methods in meta-analysis', Encyclopedia of Biopharmaceutical Statistics (2012) [D1]
2012 Stojanovski E, Mengersen KL, 'Multivariate meta-analysis', Encyclopedia of Biopharmaceutical Statistics (2012) [D1]
2006 Stojanovski E, Mengersen KL, 'Bayesian Methods in Meta-Analysis', Encyclopedia of Biopharmaceutical Statistics (2006) [D1]
2006 Stojanovski E, Mengersen KL, 'Multivariate Meta-Analysis', Encyclopedia of Biopharmaceutical Statistics (2006) [D1]
Show 1 more review

Conference (51 outputs)

Year Citation Altmetrics Link
2023 Tian R, Stojanovski E, Miller D, 'A novel application of multilevel SEM: Teaching quality as mediator between intervention and student achievement', MODSIM2023, 25th International Congress on Modelling and Simulation., Darwin, NT (2023) [E1]
DOI 10.36334/modsim.2023.tian126
2023 Alzarhrani A, Beh EJ, Stojanovski E, 'A visual examination of Selikoff's 20-year rule using correspondence analysis and the Cressie-Read family of divergence statistics', MODSIM2023, 25th International Congress on Modelling and Simulation., Darwin, NT (2023) [E1]
DOI 10.36334/modsim.2023.alzahrani
2021 Alhuzali T, Beh E, Stojanovski E, 'Multi-way correspondence analysis approach to examine Nobel Prize Data from 1901 to 2018', MODSIM2021, 24th International Congress on Modelling and Simulation, Sydney, Australia (2021) [E1]
DOI 10.36334/modsim.2021.a1.alhuzali
Co-authors Eric Beh
2021 Alzahrani ARR, Beh EJ, Stojanovski E, 'Model-based clustering with mclust R package: Multivariate assessment of mathematics performance of students in Qatar', MODSIM2021, 24th International Congress on Modelling and Simulation, Sydney, Australia (2021) [E1]
DOI 10.36334/modsim.2021.a1.alzahrani
Co-authors Eric Beh
2020 McNamara E, Heaney S, Quinn E, Wills V, Wright T, Perez Cerdeira M, et al., 'Extended Feeding after Oesophagectomy', Newcastle NSW Australia (2020)
Co-authors Susan Heaney
2019 Alhuzali TAT, Stojanovski E, Beh EJ, 'Correspondence analysis approach to examine the Nobel Prize', MODSIM2019, 23rd International Congress on Modelling and Simulation, Canberra, Australia (2019) [E1]
Citations Scopus - 2
Co-authors Eric Beh
2019 Alzahrani AR, Stojanovski E, 'Evaluation of Mathematics teaching strategies in Australian High Schools', MODSIM2019, 23rd International Congress on Modelling and Simulation, Canberra, Australia (2019) [E1]
DOI 10.36334/modsim.2019.j9.alzahrani
Citations Scopus - 1
2019 Alzahrani ARR, Stojanovski E, 'Socio-economic status and gender-based analysis of the effect of mathematics anxiety on mathematics performance among secondary students', Proceedings of the Satellite conference of the International Association for Statistical Education (IASE), Kuala Lumpur, Malaysia (2019) [E1]
2018 Stojanovski E, 'Is Content or Interest and Enthusiasm of Mathematics Teachers more important?', Journal of Physics: Conference Series, Bali, Indonesia (2018) [E1]
DOI 10.1088/1742-6596/953/1/012008
2017 Alzahrani A, Stojanovski E, 'Assessment of Anxiety on Mathematics for Students in Secondary School in Qatar', MODSIM2017, 22nd International Congress on Modelling and Simulation, Hobart, Tasmania (2017) [E1]
Citations Scopus - 1
2017 Ferguson JJA, Stojanovski E, MacDonald-Wicks L, Garg ML, 'Lipid-Lowering Potential of Combined Phytosterols and Curcumin Supplementation in Hypercholesterolaemic Individuals', FASEB JOURNAL, Chicago, IL (2017)
Co-authors Jessica Ferguson, Manohar Garg, Lesley Wicks
2017 Alzahrani A, Stojanovski E, Howley P, 'Assessment Of Teaching Practices On Mathematics For Students In Qatar', Teaching Statistics in a Data Rich World. Proceedings of the Satellite conference of the International Association for Statistical Education (IASE), Rabat, Morocco (2017) [E1]
2017 Stojanovski E, 'Effectiveness of Teaching Strategies in Mathematics', https://www.atiner.gr/papers/STA2017-2276.pdf, Athens (2017) [E1]
2015 Stojanovski E, 'Interdisciplinary Teaching of Statistics', MODSIM2015, 21st International Congress on Modelling and Simulation, Gold Coast Convention and Exhibition Centre, Broadbeach, Queensland, Australia (2015) [E1]
2015 Stojanovski E, 'Adjusted Pedagogy for Teaching Statistics', 6th International Conference on Teaching, Education and Learning, Singapore (2015) [E3]
2013 Alhazmi A, Stojanovski E, McEvoy M, Garg ML, 'High quality diet associated with a lower risk of type 2 diabetes', Proceedings of The Australian Diabetes Society (ADS) and Australian Diabetes Educators Association (ADEA) annual scientific meeting, Sydney, NSW (2013) [E3]
Co-authors Manohar Garg, Mark Mcevoy
2013 Alhazmi A, Stojanovski E, McEvoy M, Garg ML, 'Australian diet quality scores as predictors of type 2 diabetes risk', Proceedings of The Nutrition Society of Australia and Nutrition Society of New Zealand Joint Annual Scientific Meeting, Brisbane (2013) [E3]
Co-authors Manohar Garg, Mark Mcevoy
2013 Alhazmi A, Stojanovski E, McEvoy M, Garg ML, 'Dietary fatty acid intake in relation to type 2 diabetes risk', Proceedings of the 2nd American Society For Nutrition, Dubai, UAE (2013) [E3]
Co-authors Manohar Garg, Mark Mcevoy
2013 Alhazmi A, Stojanovski E, McEvoy M, Garg ML, 'Is macronutrient intake associated with development of type 2 diabetes?', Proceedings of the 2nd American Society For Nutrition Middle East Congress, Dubai, UAE, February 2013, Meeting, Dubai (2013) [E3]
Co-authors Manohar Garg, Mark Mcevoy
2013 Alhazmi A, Stojanovski E, McEvoy M, Garg ML, 'Evaluation of macronutrient intake in relation to type 2 diabetes risk', Proceedings of the 7th International DIP Symposium on Diabetes, Hypertension, Metabolic Syndrome, and Pregnancy, Florence, Italy (2013) [E3]
Co-authors Manohar Garg, Mark Mcevoy
2013 Alhazmi A, Stojanovski E, McEvoy M, Garg ML, 'Association between whole blood omega-3 fatty acids and type 2 diabetes', Proceedings of the Australasian Section of the American Oil Chemists' Society Biannual meeting, Newcastle, NSW (2013) [E3]
Co-authors Manohar Garg, Mark Mcevoy
2013 Alhazmi A, Stojanovski E, McEvoy M, Garg ML, 'Whole blood fatty acid profile and incidence of type 2 diabetes in older Australians', Proceedings of the Nutrition Society of Australia and Nutrition Society of New Zealand Joint Annual Scientific Meeting, Brisbane (2013) [E3]
Co-authors Manohar Garg, Mark Mcevoy
2013 Alhazmi A, Stojanovski E, McEvoy M, Garg ML, 'Total carbohydrate intake does not predict type 2 diabetes risk in mid-age women', Proceedings of the The Australian Diabetes Society (ADS) and Australian Diabetes Educators Association (ADEA) annual scientific meeting, Sydney, NSW (2013) [E3]
Co-authors Manohar Garg, Mark Mcevoy
2013 Alhazmi A, Stojanovski E, McEvoy M, Garg ML, 'A prospective analysis of diet quality and type 2 diabetes risk', Proceedings of the World Diabetes Congress, Melbourne (2013) [E3]
Co-authors Manohar Garg, Mark Mcevoy
2012 Stojanovski E, Rippon PG, 'Assessment of mathematical background of students in a first year service delivery statistics course', Handbook. Australian Statistical Conference, Adelaide, SA (2012) [E3]
2012 Junaidi, Stojanovski E, Nur D, 'Bayes estimation in meta-analysis using a linear model theorem', Proceedings of the Fifth Annual ASEARC Conference: Looking to the Future, Wollongong (2012) [E1]
2012 Junaidi, Nur D, Stojanovski E, 'Bayesian estimation of a meta-analysis model using Gibbs sampler', Proceedings of the Fifth Annual ASEARC Conference: Looking to the Future, Wollongong (2012) [E1]
2011 Alhazmi AH, Stojanovski E, McEvoy MA, Garg ML, 'Omega-3 fatty acid intake and incidence of type 2 diabetes', Australasian Medical Journal, Queenstown, NZ (2011) [E3]
Co-authors Mark Mcevoy, Manohar Garg
2011 Alhazmi AH, Stojanovski E, McEvoy MA, Garg ML, 'Association between dietary pattern and type 2 diabetes: A systematic literature review and meta-analysis', Australasian Medical Journal, Queenstown, NZ (2011) [E3]
Co-authors Mark Mcevoy, Manohar Garg
2011 Junaidi, Stojanovski E, Nur D, 'Prior sensitivity analysis for a hierarchical model', Proceedings of the 4th Applied Statistics Education and Research Collaboration (ASEARC) Conference, Parramatta, NSW (2011) [E1]
2010 Stojanovski E, Mengerson K, 'Additional Hierarchy in the Modelling of Meta-analysis Data', COMPSTAT'2010 Book of Abstracts, Paris, France (2010) [E3]
2010 Stojanovski E, 'Bayesian control chart monitoring', ASC2010 Statistics in the West: Understanding our World Program and Abstracts, Fremantle, WA (2010) [E3]
2010 Snodgrass SN, Rivett DA, Robertson VJ, Stojanovski E, 'Real-time objective feedback during cervical spine passive joint mobilization increases consistency of manually applied forces', Journal of Orthopaedic & Sports Physical Therapy, San Diego, USA (2010) [E3]
Co-authors Suzanne Snodgrass
2009 Snodgrass SN, Rivett DA, Robertson VJ, Stojanovski E, 'Students apply more accurate cervical mobilisation forces when provided with real-time objective feedback', APA Conference Week Abstracts, Sydney, NSW (2009) [E3]
Co-authors Suzanne Snodgrass
2009 Bowman JA, Ritchie C, Wolfenden L, Gillham K, Stojanovski E, Wiggers JH, 'What influences the provision of smoking cessation care in a pre-operative hospital clinic setting?', Oceania Tobacco Control 2009, Darwin, NT (2009) [E3]
Co-authors Jenny Bowman, Luke Wolfenden, John Wiggers
2009 Stojanovski E, Robinson IA, 'Extensions to poisson regression for hospital admissions data', ASEARC: Proceedings of the Third Annual ASEARC Research Conference, Newcastle, NSW (2009) [E1]
2009 Stojanovski E, Junaidi, Nur D, Mengersen K, 'Incorporating study characteristics in the modelling of associations across studies', The International Biometric Society Australasian Region Conference: Biometrics on the Lake, Taupo, NZ (2009) [E3]
2008 Snodgrass SJ, Rivett DA, Robertson VJ, Stojanovski E, 'Accuracy of applied forces during cervical mobilisation improves with real-time objective feedback', 9th Congress of the International Federation of Orthopaedic Manipulative Therapists (IFOMT) Abstracts CD., Rotterdam, The Netherlands (2008) [E3]
Co-authors Suzanne Snodgrass
2008 Snodgrass SN, Rivett DA, Robertson VJ, Stojanovski E, 'Measurement of manual forces applied by physiotherapy students learning cervical spine mobilisation skills', 9th Congress of the International Federation of Orthopaedic Manipulative Therapists (IFOMT). Abstracts, Rotterdam, The Netherlands (2008) [E3]
Co-authors Suzanne Snodgrass
2008 Snodgrass SN, Rivett DA, Robertson VJ, Stojanovski E, 'Innovative technology accelerates learning of hands-on physiotherapy treatment skills', ANZAME Conference 2008. Conference Program, Abstracts and Papers, Sydney, NSW (2008) [E3]
Co-authors Suzanne Snodgrass
2008 Stojanovski E, Outram S, 'What is the impact on perceived knowledge, attitudes, and confidence of a unit of study in sexuality in Year 3 medicine and are there demographic differences', ANZAME Conference 2008. Conference Program, Abstracts and Papers, Sydney, NSW (2008) [E3]
2008 Outram S, Stojanovski E, 'Challenges in teaching skills for sexuality related medical consultations with year 3 medical students', ANZAME Conference 2008. Conference Program, Abstracts and Papers, Sydney, NSW (2008) [E3]
2008 Stojanovski E, Lane JP, King RA, 'Spatial assessment of crime', Proceedings: IASC 2008: Joint Meeting of 4th World Conference of the IASC and 6th Conference of the Asian Regional Section of the IASC on Computational Statistics & Data Analysis, Yokohama, Japan (2008) [E1]
2008 Snodgrass SN, Rivett DA, Robertson VJ, Stojanovski E, 'Differences in cervical mobilisation force application between students and physiotherapists: Implications for teaching manual therapy skills', Australian Journal of Physiotherapy: eSupplements, Cairns, QLD (2008) [E3]
Co-authors Suzanne Snodgrass
2008 Stojanovski E, Mengerson K, 'Measuring uncertainity in a predictive model: A case study', XXIVth International Biometric Society Conference. Programme, Dublin, Ireland (2008) [E3]
2007 Snodgrass SN, Rivett DA, Robertson VJ, Stojanovski E, 'Factors associated with manual forces applied during cervical mobilization', Physiotherapy (World Physical Therapy 2007 - Abstracts), Vancouver, Canada (2007) [E3]
DOI 10.1016/j.jmpt.2006.11.008
Citations Scopus - 23Web of Science - 20
Co-authors Suzanne Snodgrass
2007 Stojanovski E, Mengersen K, 'Demonstration of handling heterogenity in a synthesis of cancer and stress data', ISI 2007 Book of Abstracts, Lisboa, Portugal (2007) [E3]
2006 Stojanovski E, Mengersen K, 'Adjusting for Differential Sampling in a Bayesian Multivariate Meta-Analysis of Repeated Measures Data', ASC/NZSA 2006 Statistical Connections: Abstract Book, Auckland, New Zealand (2006) [E3]
2005 Stojanovski E, Mengersen K, 'Bayesian Structural Equation Models: A Health Application', MODSIM 2005: INTERNATIONAL CONGRESS ON MODELLING AND SIMULATION: ADVANCES AND APPLICATIONS FOR MANAGEMENT AND DECISION MAKING, AUSTRALIA, Melbourne (2005) [E1]
2005 Stojanovski E, 'Temporal Association between life events and health', Bangkok, Thailand (2005) [E4]
2005 Walsh R, Cholowski K, Tzelepis F, Stojanovski E, Veale M, 'Nursing and education students: smoking behaviour and attitudes towards tobacco prevention and training', Sydney, NSW (2005) [E4]
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Presentation (1 outputs)

Year Citation Altmetrics Link
2021 Alhuzali TAT, 'Multi-way correspondence analysis approach to examine Nobel Prize data from 1901 to 2018', (2021)
Co-authors Eric Beh
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Grants and Funding

Summary

Number of grants 12
Total funding $496,207

Click on a grant title below to expand the full details for that specific grant.


20173 grants / $30,000

Is a BMath/STEM degree for a Privileged Few? – Supporting Diverse Students$15,000

Funding body: Centre for Excellence in Equity in Higher Education (CEEHE)

Funding body Centre for Excellence in Equity in Higher Education (CEEHE)
Project Team

Elizabeth Stojanovski, Mike Meylan, Malcolm Roberts, Judy-Anne Osborn, Andrew Kepert, Rebecca Smith, Mumtaz Hussain

Scheme COMMISSIONED PROJECT
Role Lead
Funding Start 2017
Funding Finish 2017
GNo
Type Of Funding Internal
Category INTE
UON N

Optimising lipid-lowering ability of dietary phytosterols for reducing cardiovascular disease risk$10,000

Funding body: Hunter Medical Research Institute

Funding body Hunter Medical Research Institute
Project Team Mrs Jessica Ferguson, Prof MANOHAR Garg, Associate Professor Lesley MacDonald-Wicks, Doctor Elizabeth Stojanovski
Scheme Greaves Family Postgraduate Top Up Scholarship in Medical Research
Role Investigator
Funding Start 2017
Funding Finish 2017
GNo G1701564
Type Of Funding C3300 – Aust Philanthropy
Category 3300
UON Y

Optimising lipid-lowering ability of dietary phytosterols for reducing cardiovascular disease risk$5,000

Funding body: Hunter Medical Research Institute

Funding body Hunter Medical Research Institute
Project Team Prof MANOHAR Garg, Associate Professor Lesley MacDonald-Wicks, Doctor Elizabeth Stojanovski, Mrs Jessica Ferguson
Scheme HMRI Student Association 'Future' Postgraduate Medical Research Scholarship
Role Investigator
Funding Start 2017
Funding Finish 2017
GNo G1700528
Type Of Funding C3300 – Aust Philanthropy
Category 3300
UON Y

20161 grants / $161,151

Building statistical literacy for success in higher education$161,151

Funding body: Department of Education

Funding body Department of Education
Project Team Professor Peter Howley, Professor Elena Prieto-Rodriguez, Doctor Ali Eshragh, Doctor Elizabeth Stojanovski, Associate Professor Erica Southgate, Professor Michael Martin, Associate Professor Peter Dunn, Professor Kathryn Holmes
Scheme Higher Education Participation and Partnerships Programme
Role Investigator
Funding Start 2016
Funding Finish 2016
GNo G1600141
Type Of Funding C2110 - Aust Commonwealth - Own Purpose
Category 2110
UON Y

20141 grants / $2,000

Faculty PVC Conference Assistance Grant 2014$2,000

Funding body: University of Newcastle - Faculty of Science & IT

Funding body University of Newcastle - Faculty of Science & IT
Project Team Doctor Elizabeth Stojanovski
Scheme PVC Conference Assistance Grant
Role Lead
Funding Start 2014
Funding Finish 2014
GNo G1401235
Type Of Funding Internal
Category INTE
UON Y

20081 grants / $1,700

24th International Biometric Conference$1,700

Funding body: University of Newcastle

Funding body University of Newcastle
Project Team Doctor Elizabeth Stojanovski
Scheme Travel Grant
Role Lead
Funding Start 2008
Funding Finish 2008
GNo G0188965
Type Of Funding Internal
Category INTE
UON Y

20074 grants / $44,054

Equity Research Fellowship - Teaching Relief$22,678

Funding body: University of Newcastle

Funding body University of Newcastle
Project Team Doctor Elizabeth Stojanovski
Scheme Equity Research Fellowship
Role Lead
Funding Start 2007
Funding Finish 2007
GNo G0186941
Type Of Funding Internal
Category INTE
UON Y

Measuring the incidence of alcohol-related harm$10,000

Funding body: University of Newcastle

Funding body University of Newcastle
Project Team Doctor Elizabeth Stojanovski
Scheme Early Career Researcher Grant
Role Lead
Funding Start 2007
Funding Finish 2007
GNo G0187225
Type Of Funding Internal
Category INTE
UON Y

2007 Equity Research Fellowship - Research Grant$9,676

Funding body: University of Newcastle

Funding body University of Newcastle
Project Team Doctor Elizabeth Stojanovski
Scheme Equity Research Fellowship
Role Lead
Funding Start 2007
Funding Finish 2007
GNo G0187295
Type Of Funding Internal
Category INTE
UON Y

56th Session of the International Statistical Institute (ISI), Lisbon, Portugal, 22/8/2007 - 29/8/2007$1,700

Funding body: University of Newcastle

Funding body University of Newcastle
Project Team Doctor Elizabeth Stojanovski
Scheme Travel Grant
Role Lead
Funding Start 2007
Funding Finish 2007
GNo G0187918
Type Of Funding Internal
Category INTE
UON Y

20061 grants / $1,500

Australian Statistical Conference ASC/NZA 2006, Auckland, New Zealand, 3-7 July 2006$1,500

Funding body: University of Newcastle

Funding body University of Newcastle
Project Team Doctor Elizabeth Stojanovski
Scheme Travel Grant
Role Lead
Funding Start 2006
Funding Finish 2006
GNo G0186800
Type Of Funding Internal
Category INTE
UON Y

20051 grants / $255,802

The partners and caregivers study: a longitudinal study of the psychosocial outcomes of the partners/caregivers of cancer survivors$255,802

Funding body: Cancer Council NSW

Funding body Cancer Council NSW
Project Team Conjoint Professor Afaf Girgis, Dr Amanda Neil, Doctor Elizabeth Stojanovski
Scheme Research Grant
Role Investigator
Funding Start 2005
Funding Finish 2011
GNo G0185892
Type Of Funding Donation - Aust Non Government
Category 3AFD
UON Y
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Research Supervision

Number of supervisions

Completed10
Current5

Current Supervision

Commenced Level of Study Research Title Program Supervisor Type
2023 PhD Reinforcement Learning Algorithms for Combinatorial Optimisation Problems PhD (Statistics), College of Engineering, Science and Environment, The University of Newcastle Principal Supervisor
2021 PhD Clustering Meta-Validation and Instance Spaces PhD (Statistics), College of Engineering, Science and Environment, The University of Newcastle Principal Supervisor
2020 PhD Multilevel Structural Equation Modelling of Complex Educational Data: Investigation of the Relationship Between Teaching Quality and Student Achievement PhD (Statistics), College of Engineering, Science and Environment, The University of Newcastle Principal Supervisor
2020 PhD Autoregressive Moving Average Model, Big Time Series Data, and Randomised Numerical Linear Algebra PhD (Statistics), College of Engineering, Science and Environment, The University of Newcastle Principal Supervisor
2016 PhD The Economics of Education PhD (Economics), College of Human and Social Futures, The University of Newcastle Co-Supervisor

Past Supervision

Year Level of Study Research Title Program Supervisor Type
2024 PhD The Development of Correspondence Analysis Techniques using the Family of Cressie–Read Power Divergence Statistics PhD (Statistics), College of Engineering, Science and Environment, The University of Newcastle Principal Supervisor
2023 PhD Multivariate Investigation of Nobel Prize and Mathematics Education Data PhD (Statistics), College of Engineering, Science and Environment, The University of Newcastle Principal Supervisor
2022 PhD Multivariate Approaches to Modelling Educational Data PhD (Statistics), College of Engineering, Science and Environment, The University of Newcastle Principal Supervisor
2022 PhD Relationship between Plasma Trimethylamine N-Oxide Levels and Type 2 Diabetes in a Saudi Arabian Cohort PhD (Pharmacy), College of Health, Medicine and Wellbeing, The University of Newcastle Co-Supervisor
2021 PhD A Consilience Model of Group Dynamics PhD (Medicine), College of Health, Medicine and Wellbeing, The University of Newcastle Co-Supervisor
2019 PhD Enhancing the Lipid-Lowering Potential of Phytosterols in Hypercholesterolaemic Individuals PhD (Nutritional Biochemistry), College of Health, Medicine and Wellbeing, The University of Newcastle Co-Supervisor
2019 PhD The Identification of Cut Marks Inflicted on Bone by Machetes and Katanas and the Survivability of those Marks when Subjected to Fire PhD (Medicine), College of Health, Medicine and Wellbeing, The University of Newcastle Co-Supervisor
2014 PhD Association of Dietary Patterns and Macronutrient Intake with Type 2 Diabetes Risk PhD (Nutrition & Dietetics), College of Health, Medicine and Wellbeing, The University of Newcastle Co-Supervisor
2010 PhD Promoting Physical Activity to Older People with COPD - The Active Living Framework PhD (Behavioural Science), College of Health, Medicine and Wellbeing, The University of Newcastle Co-Supervisor
2008 PhD Performance of Cervical Spine Mobilisation PhD (Physiotherapy), College of Health, Medicine and Wellbeing, The University of Newcastle Co-Supervisor
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Dr Elizabeth Stojanovski

Position

Senior Lecturer
School of Information and Physical Sciences
College of Engineering, Science and Environment

Focus area

Data Science and Statistics

Contact Details

Email elizabeth.stojanovski@newcastle.edu.au
Phone (02) 4921 5346
Fax (02) 4921 6898

Office

Room SR-120
Building Social Sciences Building
Location Callaghan
University Drive
Callaghan, NSW 2308
Australia
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