My research interests include:

- Multivariate statistics, in particular hypothesis testing, classification and high-dimensional problems,
- Censored data, both survival data and data with detection limits,
- Inference for discrete distributions, such as inference about proportions or odds ratios,
- The interplay between Bayesian and frequentist ideas,
- Big data problems in animal science, in collaboration with researchers at Beijer Laboratory for Animal Science,
- Applications in medicine and proteomics, most of it in collaboration with researchers at the Uppsala Berzelii Technology Centre for Neurodiagnostics.

**Statistical methodology and theory**

- Thulin, M., Zwanzig. S. (2017). Exact confidence intervals and hypothesis tests for parameters of discrete distributions.
*Bernoulli*,**23**, 479-502. - Thulin, M. (2016). Two-sample tests and one-way MANOVA for multivariate biomarker data with nondetects.
*Statistics in Medicine*,**35**, 3623-3644. - Jin, S., Thulin, M., Larsson, R. (2016). Approximate Bayesianity of frequentist confidence intervals for a binomial proportion.
*The American Statistician*, to appear. DOI:

10.1080/00031305.2016.1208630. - Görgens, M., Thulin, M. (2014). Bias-correction of the maximum likelihood estimator for the α-Brownian bridge.
*Statistics and Probability Letters*,**93**, 78-86. - Thulin, M. (2014). The cost of using exact confidence intervals for a binomial proportion.
*Electronic Journal of Statistics*,**8**, 817-840. - Thulin, M. (2014). On split sample and randomized confidence intervals for binomial proportions.
*Statistics and Probability Letters*,**92**, 65-71. - Thulin, M. (2014). A high-dimensional two-sample test for the mean using random subspaces.
*Computational Statistics & Data Analysis*,**74**, 26-38. - Thulin, M. (2014). Tests for multivariate normality based on canonical correlations.
*Statistical Methods & Applications*,**23**, 189-208. - Stehlik, M., Strelec, L., Thulin, M. (2014). On robust testing for normality in chemometrics.
*Chemometrics and Intelligent Laboratory Systems*,**130**, 98-108. - Thulin, M. (2014). Decision-theoretic justifications for Bayesian hypothesis testing using credible sets.
*Journal of Statistical Planning and Inference*,**146**, 133-138. - Thulin, M. (2014). Coverage-adjusted confidence intervals for a binomial proportion.
*Scandinavian Journal of Statistics*,**41**, 291-300.

**Applications**

- Moen, A., Lind, A.L., Thulin, M., Kamali–Moghaddamd, M., Roe, C., Gjerstad, J., Gordh, T. (2016). Inflammatory serum protein profiling of patients with lumbar radicular pain one year after disc herniation.
*International Journal of Inflammation*,**2016**, Article ID 3874964. - Larsson, A., Carlsson, L., Gordh, T., Lind, A.L., Bodolea, C., Kamali–Moghaddamd, M., Thulin, M. (2015). The body mass index (BMI) is significantly associated with cerebrospinal fluid cytokine and chemokine concentrations.
*Cytokine*,**76**, 514-518. - Larsson, A., Carlsson, L., Gordh, T., Lind, A.L., Thulin, M., Kamali–Moghaddamd, M. (2015). The effects of age and gender on plasma levels of 63 cytokines.
*Journal of Immunological Methods*,**425**, 58-61. - Rydfjord, J., Svensson, F., Fagrell, M., Sävmarker, J., Thulin, M., Larhed, M. (2013). Temperature measurements in continuous-flow microwave heated systems.
*Beilstein Journal of Organic Chemistry*,**9**, 2079-2087.

My Erdős number is 5.