Petter Mostad

Improved Spectral Norm Regularization for Neural Networks

2023

Improved computations for relationship inference using low-coverage sequencing data

2022

Exact spectral norm regularization for neural networks

Ecosystem Models Based on Artificial Intelligence

Slope and Generalization Properties of Neural Networks

2022

Mathematically optimal decisions in forensic age assessment

Application of the Bayesian framework for forensic interpretation to casework involving postmortem interval estimates of decomposed human remains

Surveillance of animal diseases through implementation of a Bayesian spatio-temporal model: A simulation example with neurological syndromes in horses and West Nile Virus

2019

Error rates for unvalidated medical age assessment procedures

Determining the optimal forensic DNA analysis procedure following investigation of sample quality

Statistisk modell påvisar felmarginaler i åldersbedömningar

Detection probability models for bacteria, and how to obtain them from heterogeneous spiking data. An application to Bacillus anthracis

Relationship Inference with Familias and R

Exact Inference on Conditional Linear Γ-Gaussian Bayesian Networks.

Stationary mutation models

A general model for likelihood computations of genetic marker data accounting for linkage, linkage disequilibrium, and mutations

Enhanced low-template DNA analysis conditions and investigation of allele dropout patterns

Choosing supplementary markers in forensic casework

A phylogenetic comparative method for studying multivariate adaptation

2012

Using Object Oriented Bayesian Networks to Model Linkage, Linkage Disequilibrium and Mutations between STR Markers

Response to: DNA identification by pedigree likelihood ratio accommodating population substructure and mutations

Using X-chromosomal markers in relationship testing: Calculation of likelihood ratios taking both linkage and linkage disequilibrium into account

Some Applications of Bayesian Statistics

Analysis of linkage and linkage disequilibrium for eight X-STR markers

2008

Empirical Bayes models for multiple probe type microarrays at the probe level

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

DNA-testing for immigration cases: the risk of erroneous conclusions

Improved Covariance Matrix Estimators for Weighted Analysis of Microarray Data

Glomerulus-specific mRNA transcripts and proteins identified through kidney expressed sequence tag database analysis

Improved Covariance Matrix Estimators for Weighted Analysis of Microarray Data

Empirical Bayes Models for Multiple Probe Type Arrays at the Probe Level

2007

HeliCis: a DNA motif discovery tool for colocalized motif pairs with periodic spacing.

Large-scale identification of genes implicated in kidney glomerulus development and function.

2005

Predictive screening for regulators of conserved functional gene modules (gene batteries) in mammals

Design of improved membrane protein production experiments: Quantitation of the host response

The Quest for a Donor: Probability Based Methods Offer Help.

FINEX, FAMILIAS: two different approaches for the analysis of defective paternity cases

Quantitative real-time PCR method for detection of B-lymphocyte monoclonality by comparison of κ and λ immunoglobulin light chain expression

A clustering algorithm using DNA marker information for sub-pedigree reconstruction

Stochastic Structural Modeling

Prediction of cell type-specific gene modules: identification and initial characterization of a core set of smooth muscle-specific genes.

Estimating the number of contributors to a DNA profile

Havana — a fault modeling tool

DNA microarray analysis of transforming growth factor-β and related transcripts in nasal biopsies from patients with allergic rhinitis

Variance models for microarray data

Statistical Genetics and Genetical Statistics: a Forensic Perspective

Estimation of Gross Rock Volume of Filled Geological Structures With Uncertainty Measures

Beyond traditional paternity and identification cases: Selecting the most probable pedigree

Variogram estimation in a Bayesian framework

An overview of different techniques to quantify uncertainties on global statistics for geostatistical modelling

Tallfesting av beviskraften i DNA

Uncertain cap rock geometry, spill point, and gross rock volume

A computerized method for calculating the probability of pedigrees from genetic data