Items where Subject is "5.2 Statistical Theory and Methods of Inference"

NCRM Typology (3428)
- 5. Quantitative Data Handling and Data Analysis (1328)
  - 5.2 Statistical Theory and Methods of Inference (96)
    - 5.2.1 Probability theory (14)
    - 5.2.4 Non-parametric statistics (2)
    - 5.2.5 Bayesian methods (20)
    - 5.2.6 Markov Chain Monte Carlo (MCMC) (7)

Group by: Creators | Item Type

Number of items at this level: 88.

Article

Jiang, Jie and Pozza, Riccardo and Gunnarsdottir, Kristrun and Gilbert, Nigel and Moessner, Klaus (2017) Using Sensors to Study Home Activities. Journal of Sensor and Actuator Networks, 6 (4). ISSN 2224-2708

Grundy, Emily and Read, Sanna (2015) Pathways from fertility history to later life health: Results from analyses of the English Longitudinal Study of Ageing. Demographic Research, 32 (4). pp. 107-146. ISSN 14359871

De Stavola, Bianca and Daniel, Rhian and Ploubidis, George and Micali, Nadia (2014) Mediation Analysis With Intermediate Confounding: Structural Equation Modeling Viewed Through the Causal Inference Lens. American Journal of Epidemiology, 181 (1). pp. 64-80. ISSN 1476-6256

Daniel, Rhian and De Stavola, Bianca and Cousens, SN and Vansteelandt, S (2014) Causal mediation analysis with multiple mediators. Biometrics, 1 (1). pp. 1-14. ISSN Biometrics

Read, Sanna and Grundy, Emily (2014) Allostatic Load and Health in the Older Population of England: A Crossed-Lagged Analysis. Psychosomatic Medicine, 76 (7). pp. 477-575. ISSN 0033-3174/14/7607Y0490

Clarke, P S and Palmer, T M and Windmeijer, F (2013) Estimating structural mean models with multiple instrumental variables using the generalised method of moments. n/a, n/a (n/a). ISSN n/a (Submitted)

Varin, C and Reid, N and Firth, D (2011) An overview of composite likliehood methods. Statistica Sinica, 21 (2011). pp. 5-42. ISSN ISSN: 1017-0405

Lunn, D and Best, Nicky and Spiegelhalter, D and Graham, G and Neuenschwander, B (2009) Combining MCMC with 'sequencial' PKPD modeling. Journal of Pharmacokinetics and Pharmacodynamics.

Feddag, M and Bacci, S (2009) Pairwise Likelihood for the Longitudinal Mixed Rasch Model. Computational Statistics and Data Analysis, 53 (4). pp. 1027-1749. ISSN 0167-9473

Jackson, Christopher and Richardson, Sylvia and Best, Nicky (2008) Studying place effects on health by synthesising individual and area-level outcomes. Social Science and Medicine, 67. pp. 1995-2006.

Working Paper

Kenward, Mike (2015) Exploring the Impact of Missing Data in Multiple Regression. NCRM Working Paper. Pathways. (Unpublished)

Lovelace, Robin (2014) Introducing spatial microsimulation with R: a practical. NCRM Working Paper. University of Leeds. (Submitted)

Thomas, Michael and Stillwell, John and Gould, Myles (2013) Modelling residential mobility behaviour using a commercial data set: An analysis of mover/stayer characteristics across the life-course. NCRM Working Paper. NCRM. (Unpublished)

Del Bono, Emilia and Francesconi, Marco and Best, Nicky (2011) Health information and health outcomes: An application of the Regression Discontinuity design to the 1995 UK contraceptive pill scare case. Technical Report. ISER. (Unpublished)

Nicoletti, Cheti and Best, Nicky (2011) Quantile regression with aggregated data. Technical Report. ISER. (Submitted)

Feddag, Mohand (2006) Statistical inference for the mixed Bradley-Terry model. NCRM Working Paper. ESRC National Centre for Research Methods. (Unpublished)

Conference or Workshop Item

Cartwright, Nancy and nancy.cartwright@durham.ac.uk, nancy.cartwright@durham.ac.uk and nancy.cartwright@durham.ac.uk, nancy.cartwright@durham.ac.uk and nancy.cartwright@durham.ac.uk, nancy.cartwright@durham.ac.uk (2018) Causal inference: Evidencing the single case. In: NCRM Research Methods Festival 2018, 3rd - 5th July 2018, University of Bath. (Unpublished)

Jiang, Jie and Pozza, Riccardo and Gunnarsdottir, Kristrun and Gilbert, Nigel and Moessner, Klaus (2017) Recognising Activities at Home: Digital and Human Sensors. In: International Conference on Future Networks and Distributed Systems, 19-20 July 2017, Cambridge, UK.

Tzavidis, Nikos and Luna-Hernandez, Angela and Zhang, Li-Chun and Schmid, Timo (2016) From Start to Finish: A framework for the production of small area official statistics. In: NCRM Research Methods Festival 2016, 5th - 7th July 2016, University of Bath. (Submitted)

De Stavola, Bianca and Daniel, Rhian (2015) Mediation analysis for life course epidemiology. In: CLOSER Seminar Series, 26 March 2015, Institute of Education. (Unpublished)

DeStavola, Bianca and Daniel, Rhian (2014) Mediation and life course epidemiology: challenges and examples. In: Methods for Longitudinal Data Analysis in the Social Sciences, 8 September 2014, London School of Ecomomics. (Unpublished)

Goldstein, Harvey (2014) Efficient modelling of record linked data. In: NCRM Research Methods Festival 2014, 8th - 10th July 2014, St. Catherine's College, Oxford.

Goldstein, Harvey (2014) How to handle missing data values. In: NCRM Research Methods Festival 2014, 8th - 10th July 2014, St. Catherine's College, Oxford.

Knight, Genevieve and White, Michael (2014) On the job training and accounting for endogeneity using BHPS longitudinal data. In: NCRM Research Methods Festival 2014, 8th - 10th July 2014, St. Catherine's College, Oxford. (Unpublished)

Ploubidis, George and De Stavola, Bianca (2014) Methodological challenges in life course studies. In: Centre for Health Equity Studies (CHESS), 9 JUNE 2014, University of Stockholm. (Unpublished)

De Stavola, Bianca and Daniel, Rhian (2014) Current Methods in Mediation Analysis. In: IEU Symposium on Statistical Methods for Epigenetic Change, 6 June 2014, Bristol. (Unpublished)

De Stavola, Bianca (2014) Introduction to mediation analysis. In: Introduction to mediation analysis at Imperial College, 15 May 2014, Imperial College. (Unpublished)

De Stavola, Bianca (2014) Social disadvantage and infant mortality: the birth weight paradox revisited. In: UK Causal Inference Meeting, 28-29 April 2014, University of Cambridge. (Unpublished)

Brewer, Mike (2014) Inference with difference-in-differences revisited. In: Towards a common language in statistical methodology: examples from current applications, 23 April 2014, London. (Unpublished)

Costa Dias, Monica (2014) The synthetic control method compared to difference in differences: discussion. In: Towards a common language in statistical methodology: examples from current applications in economics and health research, 23 April 2014, London. (Unpublished)

Crossley, Thomas (2014) Inference with difference-in-differences revisited. In: Evidence-based Economics, 25 March 2014, University of Munich. (Unpublished)

Clarke, P (2013) Stressed nurses and g-computation: problem solved? In: International Centre for Lifecourse Studies in Society and Health meeting, 1/10/13, University College London, London. (Unpublished)

Rosen, Adam (2013) Inference in Ordered Response Games with Complete Information. In: Recent Contributions to Inference in Game Theoretic Models, 7 and 8 June 2013, London. (Unpublished)

Bianca, De Stavola (2013) The Cox model: introduction and history. In: 40+ years of the Cox model, 8 Marcgh 2013, London School of Hygiene & Tropical Medicine. (Unpublished)

Richard, Silverwood (2013) Causal Methods at LSHTM. In: CTU-MSD Methodology Workshop, 29 January 2013, London School of Hygiene & Tropical Medicine. (Unpublished)

Rhian, Daniel and Bianca, De Stavola and David, Leon (2013) Causal mediation analysis with multiple causally-ordered mediators. In: Symposium on Causal Mediation Analysis, 28–29 January 2013, Ghent, Belgium. (Unpublished)

Bianca, De Stavola and Rhian, Daniel (2012) What is the di�erence between association and causation? And why should we bother being formal about it? In: NCRM Research Methods Festival, 05 July 2012, University of Oxford, England. (Unpublished)

Pickles, Andrew and Roberts, Chris and Farnell, Damian (2012) Cross measure calibration methods and how they can enhance our analytical potential. In: NCRM Research Methods Festival 2012, 2nd - 5th July 2012, St. Catherine's College, Oxford.

Dudbridge, Frank (2012) What is Mendelian Randomisation. In: NCRM Research Methods Festival 2012, 2nd - 5th July 2012, St. Catherine's College, Oxford. (Unpublished)

Mason, Alexina (2011) Why missing data should not be ignored and Bayesian methods are good. In: Seminar to the Neonatal Research Team, Chelsea and Westminster Hospital, April 8 2011, Chelsea and Westminster Hospital. (Unpublished)

Kaimi, Irene (2010) Analysing the spatio-temporal distribution of crimes in Lancashire. In: NCRM Research Methods Festival 2010, 5th - 8th July 2010, St. Catherine's College, Oxford. (Submitted)

Haining, Robert (2010) Living near to burglars. In: NCRM Research Methods Festival 2010, 5th - 8th July 2010, St. Catherine's College, Oxford. (Submitted)

Carpenter, James (2010) Multilevel multiple imputation allowing for survey weights. In: NCRM Research Methods Festival 2010, 5th - 8th July 2010, St. Catherine's College, Oxford. (Unpublished)

Solis-Trapala, Ivonne L. (2010) What is the statistical analysis of discrete outcomes in longitudinal studies. In: NCRM Research Methods Festival 2010, 5th - 8th July 2010, St. Catherine's College, Oxford. (Unpublished)

lunn, dave and kirkbride, james (2008) Automatic variable selection in hierarchical models: application to durations of untreated psychoses. In: NCRM Research Methods Festival 2008. (Unpublished)

Molitor, Nuoo-Ting (2008) Bayesian graphical models for combining mismatched administrative and survey data: application to lo. In: NCRM Research Methods Festival 2008. (In Press)

Jackson, Christopher (2008) Combining population and survey data. In: NCRM Research Methods Festival 2008. (Unpublished)

Castle, Jennifer L. (2008) Forecasting using Economic Systems in Uncertain Environments. In: NCRM Research Methods Festival 2008. (Unpublished)

Browne, William and Goldstein, Harvey (2008) Modelling non-independent residuals in multilevel models. In: NCRM Research Methods Festival 2008. (Unpublished)

Carpenter, James (2008) Multilevel models with multivariate mixed response types. In: NCRM Research Methods Festival 2008. (In Press)

Molitor, John (2008) What are Bayesian Methods. In: NCRM Research Methods Festival 2008. (Unpublished)