Professor Thomas Jaki
Professor in StatisticsResearch Interests
- Design and analysis of clinical trials
- Early phase drug development
- Personalized medicine
- Biostatistics
Evaluating differential effects using regression interactions and regression mixture models
Van Horn, M.L., Jaki, T., Maysn, K., Howe, G., Feaster, D., Lamont, A.E., George, M., Kim, M. 08/2015 In: Educational and Psychological Measurement. 75, 4, p. 677-714. 38 p.
Journal article
A practical design for a dual-agent dose-escalation trial that incorporates pharmacokinetic data
Cotterill, A., Lorand, D., Wang, J., Jaki, T. 15/06/2015 In: Statistics in Medicine. 34, 13, p. 2138-2164. 27 p.
Journal article
Adaptive clinical trials in tuberculosis: applications, challenges and solutions
Davis, G.R., Phillips, P.P., Jaki, T. 1/06/2015 In: International Journal of Tuberculosis and Lung Disease. 19, 6, p. 626-634. 9 p.
Journal article
Multi-arm clinical trials with treatment selection: what can be gained and at what price?
Jaki, T. 04/2015 In: Clinical Investigation. 5, 4, p. 393-399. 7 p.
Journal article
Statistical approaches for the determination of cut points in anti-drug antibody bioassays
Schaarschmidt, F., Hofmann, M., Jaki, T., Gruen, B., Hothorn, L.A. 03/2015 In: Journal of Immunological Methods. 418, p. 84-100. 17 p.
Journal article
A review of statistical designs for improving the efficiency of phase II studies in oncology
Wason, J., Jaki, T. 2015 In: Statistical Methods in Medical Research. 12 p.
Journal article
Impact of an equality constraint on the class-specific residual variances in regression mixtures: a Monte Carlo simulation study
Kim, M., Lamont, A.E., Jaki, T., Feaster, D., Howe, G., Van Horn, M.L. 2015 In: Behavior Research Methods. 14 p.
Journal article
Some recommendations for multi-arm multi-stage trials
Wason, J., Magirr, D., Law, M., Jaki, T. 2015 In: Statistical Methods in Medical Research.
Journal article
Telmisartan and Insulin Resistance in HIV (TAILoR): protocol for a dose-ranging phase II randomised open-labelled trial of Telmisartan as a strategy for the reduction of insulin resistance in HIV-positive individuals on combination antiretroviral therapy
Pushpakom, S.P., Taylor, C., Kolamunnage-Dona, R., Spowart, C., Vora, J., Garcıa-Finana, M., Kemp, G.J., Whitehead, J., Jaki, T., Khoo, S., Williamson, P., Pirmohamed, M. 2015 In: BMJ Open.
Journal article
Flexible sequential designs for multi-arm clinical trials
Magirr, D., Stallard, N., Jaki, T. 30/08/2014 In: Statistics in Medicine. 33, 19, p. 3269-3279. 11 p.
Journal article
A comparison of methods for classifying samples as truly specific with confirmatory immunoassays
Jaki, T., Lawo, J., Wolfsegger, M.J., Allacher, P., Horling, F. 25/01/2014 In: Journal of Pharmaceutical and Biomedical Analysis. 88, p. 27-35. 9 p.
Journal article
A hybrid method to estimate the minimum effective dose for monotone and non-monotone dose-response relationships
Wolfsegger, M.J., Gutjahr, G., Engl, W., Jaki, T. 2014 In: Biometrics. 70, 1, p. 103-109. 7 p.
Journal article
Designing multi-arm multi-stage clinical studies
Jaki, T. 2014 In: Developments in statistical evaluation of clinical trials. Berlin : Springer p. 51-69. 19 p.
Chapter (peer-reviewed)
Statistical evaluation of toxicological assays with zero or near-to-zero proportions or counts in the concurrent negative control group: a tutorial
Jaki, T., Kitsche, A., Hothorn, L.A. 2014 In: JP Journal of Biostatistics. 11, 1, p. 1-32. 32 p.
Journal article
Authors' reply to comments on "Estimation in AB/BA cross-over trials with application to bioequivalence studies with incomplete and complete data settings"
Jaki, T., Pallmann, P., Wolfsegger, M.J. 30/12/2013 In: Statistics in Medicine. 32, 30, 2 p.
Comment/debate
Estimation in AB/BA cross-over trials with application to bioequivalence studies with incomplete and complete data designs
Jaki, T., Pallmann, P., Wolfsegger, M.J. 30/12/2013 In: Statistics in Medicine. 32, 30, p. 5469-5483. 15 p.
Journal article
Statistical evaluation of toxicological assays: Dunnett or Williams test? − take both
Jaki, T., Hothorn, L.A. 11/2013 In: Archives of Toxicology. 87, 11, p. 1901-1910. 10 p.
Journal article
Planning multi-arm screening studies within the context of a drug development programme
Wason, J., Jaki, T., Stallard, N. 10/09/2013 In: Statistics in Medicine. 32, 20, p. 3424-3435. 12 p.
Journal article
Differential effects of parental controls on adolescent substance use: for whom is the family most important?
Fagan, A.A., Van Horn, M.L., Hawkins, J.D., Jaki, T. 09/2013 In: Journal of Quantitative Criminology. 29, 3, p. 347-368. 22 p.
Journal article
Multiplicity: discussion points from the PSI multiplicity expert group
Phillips, A., Fletcher, C., Atkinson, G., Channon, E., Douiri, A., Jaki, T., Maca, J., Morgan, D., Roger, J.H., Terrill, P. 09/2013 In: Pharmaceutical Statistics. 12, 5, p. 255-259. 5 p.
Journal article
Analysing malaria drug trials on a per individual or a per clone basis: a comparison of methods
Jaki, T., Parry, A., Winter, K., Hastings, I. 30/07/2013 In: Statistics in Medicine. 32, 17, p. 3020-3038. 19 p.
Journal article
Designing exploratory cancer trials using change in tumour size as primary endpoint
Jaki, T., Andre, V., Su, T., Whitehead, J. 10/07/2013 In: Statistics in Medicine. 32, 15, p. 2544-2554. 11 p.
Journal article
Principles of dose finding studies in cancer: a comparison of trial designs
Jaki, T., Clive, S., Weir, C. 05/2013 In: Cancer Chemotherapy and Pharmacology. 71, 5, p. 1107-1114. 8 p.
Journal article
Uptake of novel statistical methods for early phase clinical studies in the UK public sector
Jaki, T. 04/2013 In: Clinical Trials. 10, 2, p. 344-346. 3 p.
Journal article
Considerations on covariates and endpoints in multi-arm multi-stage clinical trials selecting all promising treatments
Jaki, T., Magirr, D. 30/03/2013 In: Statistics in Medicine. 32, 7, p. 1150-1163. 14 p.
Journal article
Finite mixtures for simultaneously modelling differential effects and non-normal distributions
George, M., Yang, N., Jaki, T., Feaster, D., Lamont, A.E., Van Horn, M.L., Wilson, D.K. 2013 In: Multivariate Behavioral Research. 48, 6, p. 816-844. 29 p.
Journal article
Simultaneous confidence intervals that are compatible with closed testing in adaptive designs
Magirr, D., Jaki, T., Posch, M., Klingelmueller, F. 2013 In: Biometrika. 100, 4, p. 985-996. 12 p.
Journal article
Using regression mixture models with non-normal data: examining an ordered polytomous approach
George, M., Yang, N., Van Horn, M.L., Smith, J., Jaki, T., Feaster, D., Maysn, K., Howe, G. 2013 In: Journal of Statistical Computation and Simulation. 83, 4, p. 757-770. 14 p.
Journal article
Optimal design of multi-arm multi-stage trials
Wason, J., Jaki, T. 30/12/2012 In: Statistics in Medicine. 31, 30, p. 4269-4279. 11 p.
Journal article
A novel phase I/IIa design for early phase oncology studies and its application in the evaluation of MK-0752 in pancreatic cancer
Whitehead, J., Thygesen, H., Jaki, T., Davis, S., Halford, S., Turner, H., Cook, N., Jodrell, D. 15/08/2012 In: Statistics in Medicine. 31, 18, p. 1931-1943. 13 p.
Journal article
Recovering Independent Associations in Genetics: A Comparison
Sperrin, M., Jaki, T. 08/2012 In: Journal of Computational Biology. 19, 8, p. 978–987. 10 p.
Journal article
A generalized Dunnett Test for Multi-arm Multi-stage Clinical Studies with Treatment Selection
Magirr, D., Jaki, T., Whitehead, J. 06/2012 In: Biometrika. 99, 2, p. 494-501. 8 p.
Journal article
Non-compartmental estimation of pharmacokinetic parameters for flexible sampling designs
Jaki, T., Wolfsegger, M.J. 2012 In: Statistics in Medicine. 31, 11-12, p. 1059-1073. 25 p.
Journal article
Not quite normal: Consequences of violating the assumption of normality with regression mixture models
Van Horn, M.L., Smith, J., Fagan, A., Jaki, T., Maysn, K., Hawkins, D., Feaster, D., Howe, G. 2012 In: Structural Equation Modeling. 19, 2, p. 227-249. 23 p.
Journal article
A formal comparison of different methods for establishing cut points to distinguish positive and negative samples in immunoassays.
Jaki, T., Lawo, J., Wolfsegger, M.J., Singer, J., Allacher, P., Horling, F. 15/07/2011 In: Journal of Pharmaceutical and Biomedical Analysis. 55, 5, p. 1148-1156. 9 p.
Journal article
Estimation of pharmacokinetic parameters with the R package PK.
Jaki, T., Wolfsegger, M.J. 05/2011 In: Pharmaceutical Statistics. 10, 2, p. 284-288. 5 p.
Journal article
Symmetric maximum kernel likelihood estimation.
Jaki, T., West, R.W. 02/2011 In: Journal of Statistical Computation and Simulation. 81, 2, p. 193-206. 14 p.
Journal article
Direct effects testing : a two-stage procedure to test for effect size and variable importance for correlated binary predictors and a binary response.
Sperrin, M., Jaki, T. 30/10/2010 In: Statistics in Medicine. 29, 24, p. 2544-2556. 13 p.
Journal article
Establishing bioequivalence in complete and incomplete data designs using AUCs.
Jaki, T., Wolfsegger, M.J., Lawo, J. 07/2010 In: Journal of Biopharmaceutical Statistics. 20, 4, p. 803-820. 18 p.
Journal article
Optimization, refinement and reduction of murine in vivo experiments to assess therapeutic approaches for hemophilia A.
Baumgartner, B., Jaki, T., Wolfsegger, M.J., Eder, B., Schiviz, A., Schwarz, H.P., Muchitsch, E.M. 07/2010 In: Laboratory Animals. 44, 3, p. 211-217. 7 p.
Journal article
Probabilistic relabelling strategies for the label switching problem in Bayesian mixture models.
Sperrin, M., Jaki, T., Wit, E. 07/2010 In: Statistics and Computing. 20, 3, p. 357-366. 10 p.
Journal article
Book review : Bioequivalence and statistics in clinical pharmacology.
Jaki, T. 04/2010 In: Journal of the Royal Statistical Society: Series A (Statistics in Society). 173, 2, 2 p.
Book/Film/Article review
Assessing systemic drug exposure in repeated dose toxicity studies in the case of complete and incomplete sampling.
Wolfsegger, M.J., Jaki, T. 12/2009 In: Biometrical Journal. 51, 6, p. 1017-1026. 10 p.
Journal article
Recording lectures as a service in a service course.
Jaki, T. 11/2009 In: Journal of Statistics Education. 17, 3
Journal article
A note on statistical analysis of organ weights in non-clinical toxicological studies.
Wolfsegger, M.J., Jaki, T., Dietrich, B., Kunzler, J.A., Barker, K. 10/2009 In: Toxicology and Applied Pharmacology. 240, 1, p. 117-122. 6 p.
Journal article
Non-compartmental estimation of pharmacokinetic parameters in serial sampling designs.
Wolfsegger, M.J., Jaki, T. 10/2009 In: Journal of Pharmacokinetics and Pharmacodynamics. 36, 5, p. 479-494.
Journal article
Assessing differential effects: Applying regression mixture models to identify variations in the influence of family resources on academic achievement.
Van Horn, M.L., Jaki, T., Maysn, K., Ramey, S.L., Smith, J.A., Antaramian, S. 09/2009 In: Developmental Psychology. 45, 5, p. 1298-1313. 16 p.
Journal article
A theoretical framework for estimation of AUCs in complete and incomplete sampling designs.
Jaki, T., Wolfsegger, M.J. 05/2009 In: Statistics in Biopharmaceutical Research. 1, 2, p. 176-184. 9 p.
Journal article
Using a problem-based approach to teach statistics to postgraduate science students : a case study.
Jaki, T., Autin, M. 05/2009 In: MSOR Connections. 9, 2, p. 40-47. 8 p.
Journal article
One- and two-stage design proposals for a phase II trial comparing three active treatments with control using an ordered categorical endpoint.
Whitehead, J., Jaki, T. 28/02/2009 In: Statistics in Medicine. 28, 5, p. 828-847. 20 p.
Journal article
Confidence Intervals for Ratios of AUC's in the Case of Serial Sampling : A Comparison of Seven Methods.
Jaki, T., Wolfsegger, M.J., Ploner, M. 01/2009 In: Pharmaceutical Statistics. 8, 1, p. 12-24. 13 p.
Journal article
Using Multilevel Mixtures to Evaluate Intervention Effects in Group Randomized Trials.
Van Horn, M.L., Fagan, A.A., Jaki, T., Brown, E.C., Hawkins, J.D., Arthur, M.W., Abbott, R.D., Catalano, R.F. 04/2008 In: Multivariate Behavioral Research. 43, 2, p. 289-326. 38 p.
Journal article
Book review: Applied Nonparametric Statistical Methods.
Jaki, T. 2008 In: Journal of Biopharmaceutical Statistics. 18, 2, p. 393-395. 3 p.
Journal article
Maximum kernel likelihood estimation
Jaki, T., West, R.W. 2008 In: Journal of Computational and Graphical Statistics. 17, 4, p. 976-993. 18 p.
Journal article
Simultaneous confidence intervals by iteratively adjusted alpha for relative effects in the one-way layout.
Wolfsegger, M.J., Jaki, T. 2006 In: Statistics and Computing. 16, 1, p. 15-23. 9 p.
Journal article
Estimation of AUC from 0 to Infinity in Serial Sacrifice Designs.
Wolfsegger, M.J., Jaki, T. 12/2005 In: Journal of Pharmacokinetics and Pharmacodynamics. 32, 5-6, p. 757-766. 10 p.
Journal article
MICA: Towards using historical data for research prioritisation in children
08/06/2015 → …
Research
HMT: Accuracy Vs. Precision - Developing Optimal Estimators for Trials with Multiple Hypothesis Tests
01/02/2015 → …
Research
Bayesian Adaptive Designs for Multiple Ascending Dose Stuides (Fellowship Extension)
28/01/2015 → …
Research
IDEAS: Improving Design, Evaluation and Analysis of early drug development Studies
01/01/2015 → …
Research
Improving the design and analysis of antimalarial drug clinical trials
01/11/2014 → …
Research
PITE: Heterogeneity in Treatment Effects: Can Modelling Techniques Provide Personalised Prediction of Treatment Response and Uncover Groups of Respondents
01/10/2014 → …
Research
Extrapolation Approaches in Paediatric Drug Development: Current Practices
06/01/2014 → …
Research
MRC NW Hub for Trials Methodology Research
01/10/2013 → …
Research
Towards Full Use of Available Data to Improve Clinical Outcome Prediction
01/10/2013 → …
Research
Developing and refining methods of analysing malaria genetic data obtained from infected human blood samples
01/06/2013 → …
Research
Adaptive Designs for Multiple Ascending Dose Studies
01/10/2012 → 31/01/2016
Research
Designing and analysing multi-arm multi stage clinical trials with one or more endpoints
01/09/2012 → 30/06/2016
Research
Cross-Hub research visits to discuss improving multi-arm, multi stage clinical trials
01/05/2011 → …
Research
Risk in Context: New Methodology for Modelling Risk in Context
01/04/2011 → 31/03/2015
Research
Career Development Fellow
01/03/2011 → …
Research


