O'Shaughnessy, P. Y..

Overview

Pauline graduated from the Australian National University in 2015 with a Ph.D. in Statistical Science. Before she joined UOW in 2017, she worked as a consulting statistician for nine years in the Australian National University. Now she is a lecturer in Statistics in the School of Mathematics and Applied Statistics.

Research Areas

Research Overview

Pauline is interested in statistical inference in the framework of linear mixed models, especially the bootstrap inference in complex models. She is currently focusing on research on Data Privacy protection using statistical methods.

Available as Research Supervisor

Selected Publications

Journal Article

Year	Title
2021	Perceived built environment and type 2 diabetes incidence: Exploring potential mediating pathways through physical and mental health, and behavioural factors in a longitudinal study Published In Diabetes Research and Clinical Practice
2021	Sharing government health data with the private sector: Community attitudes survey Published In Journal of Medical Internet Research
2020	Role of perceived neighbourhood crime in the longitudinal association between perceived built environment and type 2 diabetes mellitus: a moderated mediation analysis Published In Journal of Epidemiology and Community Health
2020	Unemployment and Midlife Suicide Rates in Australia 2001-2015: Implications During the COVID-19 Pandemic Published In The Journal of Economics and Business
2019	Changes in the incidence and uptake of reproductive surgery versus in vitro fertilisation in Australia between 2001 and 2015: A population-based study Published In Australian and New Zealand Journal of Obstetrics and Gynaecology
2019	Potentially Preventable Mortality in Young Australian Women, 2001 to 2016 Published In Economic Papers
2019	Socioeconomic Status and Relative Incidence of Hysterectomy and Endometrial Ablation in Young Australian Women Published In Journal of Health & Medical Economics
2018	Bootstrapping F test for testing Random Effects in Linear Mixed Models
2018	Bootstrapping longitudinal data with multiple levels of variation Published In Computational Statistics and Data Analysis
2018	Maternal-choice caesarean section versus planned vaginal birth in low-risk primigravid women Published In AUSTRALIAN & NEW ZEALAND JOURNAL OF OBSTETRICS & GYNAECOLOGY
2017	Clinical Variation in Common Surgical Procedures in Australia: Implications for Health Expenditure Published In International Journal of Health Economics and Policy
2017	New classification system for indications for endoscopic retrograde cholangiopancreatography predicts diagnoses and adverse events Published In Scandinavian Journal of Gastroenterology
2017	Regional variation in rates of IVF treatment across Australia: a population-based study Published In Journal of health economics and outcomes research
2016	Explaining protest in the aftermath of the great recession in Europe: The Relevance of Different Economic Indicators Published In PArticipation and COnflict
2016	Socioeconomic Response by Age Group to the Australian Baby Bonus: A Multivariate Analysis of Birth Data from 2001-13 Published In Australian Journal of Labour Economics
2012	Infant Feeding Practices and Nut Allergy over Time in Australian School Entrant Children Published In International Journal of Pediatrics

Conference Paper

Year	Title
2020	On Masking and Releasing Smart Meter Data at Micro-level: the Multiplicative Noise Approach Published In PSD2020 - Privacy in Statistical Databases

Available as Research Supervisor

Potential Supervision Topics

- Statistical disclosure control
- Missing data
- Statistical inference in complex models
- Bootstrap and its applications

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Protecting Micro-Data Privacy: The Moment-Based Density Estimation Method and its Application	Wakefield, Bradley
Doctor of Philosophy	A case study of synthetic longitudinal data	Mi, Wei
Doctor of Philosophy	More Heart: Engaging publics in decision-making about machine learning applications in cardiovascular disease screening	Frost, Emma

Orcid Id

http://orcid.org/0000-0002-4741-3326 (confirmed)

Research Areas

Research Overview

Pauline is interested in statistical inference in the framework of linear mixed models, especially the bootstrap inference in complex models. She is currently focusing on research on Data Privacy protection using statistical methods.

Selected Publications

Journal Article

Year	Title
2021	Perceived built environment and type 2 diabetes incidence: Exploring potential mediating pathways through physical and mental health, and behavioural factors in a longitudinal study Published In Diabetes Research and Clinical Practice
2021	Sharing government health data with the private sector: Community attitudes survey Published In Journal of Medical Internet Research
2020	Role of perceived neighbourhood crime in the longitudinal association between perceived built environment and type 2 diabetes mellitus: a moderated mediation analysis Published In Journal of Epidemiology and Community Health
2020	Unemployment and Midlife Suicide Rates in Australia 2001-2015: Implications During the COVID-19 Pandemic Published In The Journal of Economics and Business
2019	Changes in the incidence and uptake of reproductive surgery versus in vitro fertilisation in Australia between 2001 and 2015: A population-based study Published In Australian and New Zealand Journal of Obstetrics and Gynaecology
2019	Potentially Preventable Mortality in Young Australian Women, 2001 to 2016 Published In Economic Papers
2019	Socioeconomic Status and Relative Incidence of Hysterectomy and Endometrial Ablation in Young Australian Women Published In Journal of Health & Medical Economics
2018	Bootstrapping F test for testing Random Effects in Linear Mixed Models
2018	Bootstrapping longitudinal data with multiple levels of variation Published In Computational Statistics and Data Analysis
2018	Maternal-choice caesarean section versus planned vaginal birth in low-risk primigravid women Published In AUSTRALIAN & NEW ZEALAND JOURNAL OF OBSTETRICS & GYNAECOLOGY
2017	Clinical Variation in Common Surgical Procedures in Australia: Implications for Health Expenditure Published In International Journal of Health Economics and Policy
2017	New classification system for indications for endoscopic retrograde cholangiopancreatography predicts diagnoses and adverse events Published In Scandinavian Journal of Gastroenterology
2017	Regional variation in rates of IVF treatment across Australia: a population-based study Published In Journal of health economics and outcomes research
2016	Explaining protest in the aftermath of the great recession in Europe: The Relevance of Different Economic Indicators Published In PArticipation and COnflict
2016	Socioeconomic Response by Age Group to the Australian Baby Bonus: A Multivariate Analysis of Birth Data from 2001-13 Published In Australian Journal of Labour Economics
2012	Infant Feeding Practices and Nut Allergy over Time in Australian School Entrant Children Published In International Journal of Pediatrics

Conference Paper

Year	Title
2020	On Masking and Releasing Smart Meter Data at Micro-level: the Multiplicative Noise Approach Published In PSD2020 - Privacy in Statistical Databases

Potential Supervision Topics

- Statistical disclosure control
- Missing data
- Statistical inference in complex models
- Bootstrap and its applications

Advisees

Graduate Advising Relationship

Degree	Research Title	Advisee
Doctor of Philosophy	Protecting Micro-Data Privacy: The Moment-Based Density Estimation Method and its Application	Wakefield, Bradley
Doctor of Philosophy	A case study of synthetic longitudinal data	Mi, Wei
Doctor of Philosophy	More Heart: Engaging publics in decision-making about machine learning applications in cardiovascular disease screening	Frost, Emma

Orcid Id

http://orcid.org/0000-0002-4741-3326 (confirmed)

O'Shaughnessy, P. Y..

Lecturer in Statistics

Overview

Overview

Research Areas

Research Overview

Available as Research Supervisor

Publications

Selected Publications

Journal Article

Conference Paper

Supervision

Available as Research Supervisor

Potential Supervision Topics

Advisees

Graduate Advising Relationship

Identity

Orcid Id

Overview

Research Areas

Research Overview

Publications

Selected Publications

Journal Article

Conference Paper

Supervision

Potential Supervision Topics

Advisees

Graduate Advising Relationship

Identity

Orcid Id

Visualisations

Research Areas