- Home
- About
- Find staff
- Petter Mostad
Petter Mostad
Professor bitr
Applied Mathematics and StatisticsAbout Petter Mostad
Petter Mostad's main focus of interest is Bayesian statistics. He has worked with a number of application areas, such as forensic genetics, forensic statistics, and biostatistics/bioinformatics, and earlier also within geostatistics. A particular area of work is likelihood computations for pedigrees, which are used for example in paternity DNA testing. He has co-published the free software Familias, and also several R packages.
-
Improved Spectral Norm Regularization for Neural
Networks
Anton Johansson, Niklas Engsner, Claes Strannegård, Petter Mostad
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - 2023 -
Improved computations for relationship inference using low-coverage sequencing
data
Petter Mostad, A. Tillmar, D. Kling
Bmc Bioinformatics - 2023 -
Ecosystem Models Based on Artificial
Intelligence
Claes Strannegård, Niklas Engsner, Jesper Eisfeldt, John Endler, Amanda Hansson, Rasmus Lindgren, Petter Mostad, Simon Olsson, Irene Perini, Heather Reese, Fulya Taylan, Simon Ulfsbäcker, Ann Nordgren
Proceedings of the Swedish AI Society, SAIS-22 - 2022 -
Mathematically optimal decisions in forensic age
assessment
Petter Mostad, A. Schmeling, F. Tamsen
International Journal of Legal Medicine - 2022 -
Exact Spectral Norm Regularization for Neural
Networks
Anton Johansson, Niklas Engsner, Claes Strannegård, Petter Mostad
ArXiv - 2022 -
Error rates for unvalidated medical age assessment
procedures
Petter Mostad, F. Tamsen
International Journal of Legal Medicine - 2019 -
Surveillance of animal diseases through implementation of a Bayesian spatio-temporal model: A simulation example with neurological syndromes in horses and West Nile
Virus
Ronny Hedell, M. G. Andersson, C. Faverjon, C. Marcillaud-Pitel, A. Leblond, Petter Mostad
Preventive Veterinary Medicine - 2019 -
Determining the optimal forensic DNA analysis procedure following investigation of sample
quality
Ronny Hedell, Johannes Hedman, Petter Mostad
International Journal of Legal Medicine - 2018 -
Detection probability models for bacteria, and how to obtain them from heterogeneous spiking data. An application to Bacillus
anthracis
R. Hedell, O. Stephansson, Petter Mostad, M.G. Andersson
International Journal of Food Microbiology - 2017 -
Exact Inference on Conditional Linear Γ-Gaussian Bayesian
Networks.
Ivar Simonsson, Petter Mostad
Proceedings of the Eighth International Conference on Probabilistic Graphical Models. Volume 52 of the JMLR Workshop and Conference Proceedings: PGM 2016, Lugano, 6–9 September 2016 - 2016 -
Relationship Inference with Familias and
R
Egeland Thore, Daniel Kling, Petter Mostad
2016 -
Stationary mutation
models
Ivar Simonsson, Petter Mostad
Forensic Science International-Genetics - 2016 -
A general model for likelihood computations of genetic marker data accounting for linkage, linkage disequilibrium, and
mutations
D. Kling, A. Tillmar, T. Egeland, Petter Mostad
International Journal of Legal Medicine - 2015 -
Enhanced low-template DNA analysis conditions and investigation of allele dropout
patterns
Ronny Hedell, C. Dufva, R. Ansell, Petter Mostad, J. Hedman
Forensic Science International-Genetics - 2015 -
Choosing supplementary markers in forensic
casework
A. O. Tillmar, Petter Mostad
Forensic Science International-Genetics - 2014 -
A phylogenetic comparative method for studying multivariate
adaptation
Krzysztof Bartoszek, Jason Pienaar, Petter Mostad, Staffan Andersson, Thomas F. Hansen
Journal of Theoretical Biology - 2012 -
Using Object Oriented Bayesian Networks to Model Linkage, Linkage Disequilibrium and Mutations between STR
Markers
Daniel Kling, Thore Egeland, Petter Mostad
PloS ONE - 2012 -
Response to: DNA identification by pedigree likelihood ratio accommodating population substructure and
mutations
Thore Egeland, A Philip Dawid, Julia Mortera, Petter Mostad, Andreas Tillmar
Investigative Genetics - 2011 -
Using X-chromosomal markers in relationship testing: Calculation of likelihood ratios taking both linkage and linkage disequilibrium into
account
Tillmar A.O., T Egeland, B Lindblom, G Holmlund, Petter Mostad
Forensic Science International: Genetics - 2011 -
Analysis of linkage and linkage disequilibrium for eight X-STR
markers
Andreas O Tillmar, Petter Mostad, Thore Egeland, Bertil Lindblom, Gunilla Holmlund, Kerstin Montelius
Forensic Science International: Genetics - 2008 -
Some Applications of Bayesian
Statistics
Petter Mostad
New Direkctions in the Mathematical and Computer Sciences (G.O.S. Ekhaguere, C.R. Nwozo, eds.) - 2008 -
Transcriptome analysis of a respiratory Saccharomycescerevisiae strain suggests the expression of its phenotype is glucose insensitive and predominantly controlled by Hap4, Cat8 and
MigI
Nicklas Bonander, Cecilia Ferndahl, Petter Mostad, Martin D. B. Wilks, Celia Chang, Louise Showe, Lena Gustafsson, Christer Larsson, Roslyn M. Bill
BMC Genomics - 2008 -
Empirical Bayes models for multiple probe type microarrays at the probe
level
Magnus Åstrand, Petter Mostad, Mats Rudemo
BMC Bioinformatics - 2008 -
HeliCis: a DNA motif discovery tool for colocalized motif pairs with periodic
spacing.
Erik Larsson, Per Lindahl, Petter Mostad
BMC Bioinformatics - 2007 -
Glomerulus-specific mRNA transcripts and proteins identified through kidney expressed sequence tag database
analysis
L He, Y Sun, Jaakko Patrakka, Petter Mostad, Jenny Norlin, Z Xiao, J Andrae, Karl Tryggvason, Tore Samuelsson, Christer Betsholtz, Minoru Takemoto
Kidney International - 2007 -
Empirical Bayes Models for Multiple Probe Type Arrays at the Probe
Level
Magnus Åstrand, Petter Mostad, Mats Rudemo
2007 -
Improved Covariance Matrix Estimators for Weighted Analysis of Microarray
Data
Magnus Åstrand, Petter Mostad, Mats Rudemo
2007 -
Improved Covariance Matrix Estimators for Weighted Analysis of Microarray
Data
Magnus Åstrand, Petter Mostad, Mats Rudemo
Journal of Computational Biology - 2007 -
DNA-testing for immigration cases: the risk of erroneous
conclusions
AO Karlsson, G Holmlund, T Egeland, Petter Mostad
Forensic science international - 2007 -
Large-scale identification of genes implicated in kidney glomerulus development and
function.
Minoru Takemoto, Liqun He, Jenny Norlin, Jaakko Patrakka, Zhijie Xiao, Tatiana Petrova, Cecilia Bondjers, Julia Asp, Elisabet Wallgard, Ying Sun, Tore Samuelsson, Petter Mostad, Samuel B Lundin, Naoyuki Miura, Yoshikazu Sado, Kari Alitalo, Susan E Quaggin, Karl Tryggvason, Christer Betsholtz
The EMBO journal - 2006 -
Predictive screening for regulators of conserved functional gene modules (gene batteries) in
mammals
Sven Nelander, Erik Larsson, Erik Kristiansson, Robert Månsson, Olle Nerman, Mikael Sigvardsson, Petter Mostad, Per Lindahl
BMC genomics - 2005 -
Design of improved membrane protein production experiments: Quantitation of the host
response
Nicklas Bonander, Kristina Hedfalk, Christer Larsson, Petter Mostad, Cecilia Chang, Lena Gustafsson, Roslyn Bill
Protein Science - 2005 -
The Quest for a Donor: Probability Based Methods Offer
Help.
Petter Mostad, Thore Egeland, Robert G. Cowell, Vidar Bosnes, Oivind Braaten
2005 -
Stochastic Structural
Modeling
Lars Holden, Petter Mostad, Björn Fredrik Nielsen, Jon Gjerde, Chris Townsend, Signe Ottesen
Mathematical Geology - 2003 -
Quantitative real-time PCR method for detection of B-lymphocyte monoclonality by comparison of κ and λ immunoglobulin light chain
expression
Anders Ståhlberg, Pierre Åman, Börje Ridell, Petter Mostad, Mikael Kubista
Clinical Chemistry - 2003 -
Estimating the number of contributors to a DNA
profile
Thore Egeland, Ingvild Dalen, Petter Mostad
International Journal of Legal Medicine - 2003 -
A clustering algorithm using DNA marker information for sub-pedigree
reconstruction
Robert G. Cowell, Petter Mostad
Journal of Forensic Sciences - 2003 -
Prediction of cell type-specific gene modules: identification and initial characterization of a core set of smooth muscle-specific
genes.
Sven Nelander, Petter Mostad, Per Lindahl
Genome research - 2003 -
Statistical Genetics and Genetical Statistics: a Forensic
Perspective
Thore Egeland, Petter Mostad
Scandinavian Journal of Statistics - 2002 -
DNA microarray analysis of transforming growth factor-β and related transcripts in nasal biopsies from patients with allergic
rhinitis
Mikael Benson, Björn Carlsson, Lena M S Carlsson, Petter Mostad, Per-Arne Svensson, Lars-Olaf Cardell
Cytokine - 2002 -
Variance models for microarray
data
Mats Rudemo, Tatsiana Lobovkina, Petter Mostad, Stefan J. Scheidl, Sven Nilsson, Per Lindahl
2002 -
Havana — a fault modeling
tool
Hollund Knut, Petter Mostad, Björn Fredrik Nielsen, Lars Holden, Jon Gjerde, Maria Grazia Contursi, Andrew J McCann, Chris Townsend, Einar Sverdrup
Norwegian Petroleum Society Special Publications - 2002 -
Beyondtraditionalpaternity and identificationcases: Selecting the most probable
pedigree
Thore Egeland, Petter Mostad, Bente Mevåg, Margurethe Stenersen
Forensic Science International - 2002 -
Estimation of Gross Rock Volume of Filled Geological Structures With Uncertainty
Measures
Petter Abrahamsen, Ragnar Hauge, Knut Heggland, Petter Mostad
SPE Reservoir Evaluation & Engineering - 2000 -
Tallfesting av beviskraften i
DNA
Thore Egeland, Bente Mevåg, Margurethe Stenersen, Petter Mostad
Nordisk Rettsmedisin - 1998 -
A computerized method for calculating the probability of pedigrees from genetic
data
Thore Egeland, Petter Mostad, Björnar Olaisen
Science & Justice - 1997