Biostatistics

I am interested in applications of statistics and probability to biology, especially to marine ecology. I have developed methods for line transect surveys and CKMR (close-kin mark recapture) methods in particular. Key reference for CKMR:

1. Bravington, MV, Skaug, HJ, Anderson, EC (2016). Close-kin Mark-Recapture. Statistical Science.

Computational statistics

My opinion for a long time has been that Statisticians should have Automatic Differentiation (AD) in their toolbox. AD is the same type of technology as "back-propagation" used in Deep Learning. My conjecture has been that a combination of AD and the Laplace approximation is a powerful platform for fitting models with continuous latent variables. Software projects in which this idea is implemented are:

• TMB: https://github.com/kaskr/adcomp

• ADMB: http://admb-project.org/

 

Key references for the AD-Laplace:

1. Skaug, H.J., Fournier D.A. (2006) Automatic Approximation of the Marginal Likelihood in non-Gaussian Hierarchical Models. Computational Statistics and Data Analysis.
2. Kristensen, K., Nielsen, A., Berg, C. W., Skaug, H., & Bell, B. (2016). TMB: automatic differentiation and Laplace approximation. Journal of Statistical Software.

Editorial services

co-Editor in chief of Scandinavian Journal of Statistics (2018–2021)

 

Short courses / workshops (last 5 years)

• CKMR (Close-kin mark recapture) course (co-thought) Dalhousie University, Halifax, July 2019.
• TMB (Template Model Builder) course (co-thought) at IMR Bergen, June 2019.
• Modelling in TMB (Template Model Builder). Course (co-thought) at IMR Bergen,  June 2018.
• An introduction to fish stock assessment in TMB (Template Model Builder). Course given Oct. 2017 in La Jolla

 

Teaching at UiB (last 5 years)

• Spring 2018: STAT202 Biostatistics
• Fall     2017: STAT110 Introduction to statistics
• Spring 2017: STAT111 Statistical Methods
• Fall     2016: STAT110 Introduction to statistics
• Spring 2016: STAT202 BiostatisticsFall     
• 2015: STAT110 Introduction to statistics
• Spring 2015: STAT211 Time series

2025

• Olav Nikolai Breivik; Hans Julius Skaug; Martin Jullum et al. (2025). Spatial Variation on Multiple Scales in Line Transect Data; the Case of Antarctic Fin Whales. (ekstern lenke)
• Jonas Andersson; Øivind A Nilsen; Hans Julius Skaug (2025). Mixed Frequency Data in a Heterogenous Sticky Price Model. (ekstern lenke)
• Andre Grande Moan; Martin Biuw; John-Andre Henden et al. (2025). Sjøpattedyrutvalget 2025 — Tilrådning om forskning og forvaltning. (ekstern lenke)
• Brage Førland; Hans Julius Skaug; Megumi Takahashi et al. (2025). Close-Kin Mark-Recapture Without Age Information: Application to Southern Right Whales. (ekstern lenke)

2023

• Magne Tommy Aldrin; Martin Biuw; Alejandron Buren et al. (2023). Benchmark Workshop for Harp and Hooded Seals (WKBSEALS). (ekstern lenke)
• Ingrid Sandvig Thorsen; Bård Støve; Hans Julius Skaug (2023). A TMB Approach to Study Spatial Variation in Weather-Generated Claims in Insurance. (ekstern lenke)

2018

• Karina Dale; Odd Andre Karlsen; Fekadu Yadetie et al. (2018). Ecotoxicological responses in Atlantic cod (Gadus morhua) after caging at a capped waste disposal site in Kollevåg, Western Norway. (ekstern lenke)
• Karina Dale; Odd Andre Karlsen; Fekadu Yadetie et al. (2018). Ecotoxicological responses in Atlantic cod (Gadus morhua) after caging at a capped waste disposal site in Kollevåg, Western Norway. (ekstern lenke)
• Anders Goksøyr; Guttorm Alendal; Libe Aranguren Abadía et al. (2018). dCOD 1.0: DECODING THE SYSTEMS TOXICOLOGY OF ATLANTIC COD (GADUS MORHUA). (ekstern lenke)
• Anna Oleynik; Kristian Gundersen; Guttorm Alendal et al. (2018). Mathematical methods for detection and localization of CO2 leaks. (ekstern lenke)
• Kristian Gundersen; Anna Oleynik; Guttorm Alendal et al. (2018). Model Reduction for Tracer Transport and Applications. (ekstern lenke)
• Kristian Gundersen; Anna Oleynik; Guttorm Alendal et al. (2018). Combining Models and Machine Learning Techniques to Design Leak Detection Monitoring. (ekstern lenke)
• Håvard G Frøysa; Hans J. Skaug; Guttorm Alendal (2018). Experimental design for estimation of first order kinetic parameters in steady-state metabolic networks. (ekstern lenke)
• Shirin Fallahi; Hans J. Skaug; Guttorm Alendal (2018). Bayesian flux balance analysis; concepts and computation. (ekstern lenke)
• Kristian Gundersen; Anna Oleynik; Hans J. Skaug et al. (2018). Machine Learning in CO2 leak detection. (ekstern lenke)

2021

• Sophie Smout; Kimberly Murray; Geert Aarts et al. (2021). Report of the NAMMCO-ICES Workshop on Seal Modelling (WKSEALS 2020). (ekstern lenke)
• Janne Mannseth; Geir Drage Berentsen; Hans Julius Skaug et al. (2021). Variation in use of Caesarean section in Norway: An application of spatio-temporal Gaussian random fields. (ekstern lenke)
• Hiroko Kato Solvang; Hans Julius Skaug; Nils Inge Øien (2021). Consideration of measurement errors for the Norwegian common minke whale (Balaenoptera acutorostrata acutorostrata) surveys. (ekstern lenke)
• Geir Kjetil Nilsen; Antonella Zanna Munthe-Kaas; Hans Julius Skaug et al. (2021). Epistemic uncertainty quantification in deep learning classification by the Delta method. (ekstern lenke)
• Hiroko Kato Solvang; Hans Julius Skaug; Nils Inge Øien (2021). Measurement error model for the Norwegian common minke whale (Balaenoptera acutorostrata acutorostrata) surveys 2008-2013. (ekstern lenke)
• Sebastian Wacker; Hans Julius Skaug; Torbjørn Forseth et al. (2021). Considering sampling bias in close-kin mark–recapture abundance estimates of Atlantic salmon. (ekstern lenke)
• Ingvild Margrethe Helgøy; Hans Julius Skaug (2021). The Sibling Distribution for Multivariate Life Time Data. (ekstern lenke)

2012

• Yanhui Zhang; Dean Oliver; Yan Chen et al. (2012). Data Assimilation Using the Iterative Ensemble Smoother for 2-D Categorical Models. (ekstern lenke)
• Tore Selland Kleppe; Hans J. Skaug (2012). Fitting general stochastic volatility models using Laplace accelerated sequential importance sampling. (ekstern lenke)
• Kevin Alan Glover; tore Haug; Nils Inge Øien et al. (2012). The Norwegian minke whale DNA register: a data base monitoring commercial harvest and trade of whale products. (ekstern lenke)
• David A. Fournier; Hans J. Skaug; Johnoel Ancheta et al. (2012). AD Model Builder: using automatic differentiation for statistical inference of highly parameterized complex nonlinear models. (ekstern lenke)
• Hiroshi Okamura; Shingo Minamikawa; Hans J. Skaug et al. (2012). Abundance estimation of long-diving animals using line transect methods. (ekstern lenke)
• Andreas S. Stordal; Hans A Karlsen; Geir Nævdal et al. (2012). Filtering with state space localized Kalman gain. (ekstern lenke)
• Kristian Fossum; Trond Mannseth; Dean Oliver et al. (2012). Numerical comparison of Ensemble Kalman Filter and Randomized maximum Likelihood. (ekstern lenke)
• Ole Torrissen; Kevin Glover; tore Haug et al. (2012). Good ethics or political and cultural censoring in science?. (ekstern lenke)
• Andreas S. Stordal; Randi Valestrand; Hans A Karlsen et al. (2012). Comparing the adaptive Gaussian mixture filter with the ensemble Kalman filter on synthetic reservoir models. (ekstern lenke)

2015

• Tor Arne Øigård; Hans J. Skaug (2015). Fitting state-space models to seal populations with scarce data. (ekstern lenke)
• James T. Thorson; Hans J. Skaug; Kasper Kristensen et al. (2015). The importance of spatial models for estimating the strength of density dependence. (ekstern lenke)
• James T. Thorson; Andrew O. Shelton; Eric J. Ward et al. (2015). Geostatistical delta-generalized linear mixed models improve precision for estimated abundance indices for West Coast groundfishes. (ekstern lenke)
• Jonas Andersson; Øivind A Nilsen; Hans J. Skaug (2015). Panel data model with mixed frequency – an application to producers' pricing behaviour. (ekstern lenke)
• Hiroko Kato Solvang; Hans J. Skaug; Nils Inge Øien (2015). Abundance estimates of common minke whales in the Northeast Atlantic base don survey data collected over the period 2008-2013. (ekstern lenke)
• Hiroko Kato Solvang; Hans J. Skaug; Nils Inge Øien (2015). Measurement error model for the Norwegian minke whale surveys 2008-2013. (ekstern lenke)
• Tore Selland Kleppe; Hans J. Skaug (2015). Bandwidth selection in pre-smoothed particle filters. (ekstern lenke)
• Yanhui Zhang; Dean Oliver; Yan Chen et al. (2015). Data assimilation by use of the iterative ensemble smoother for 2D facies models. (ekstern lenke)
• James T. Thorson; Mark D. Scheuerell; Andrew O. Shelton et al. (2015). Spatial factor analysis: A new tool for estimating joint species distributions and correlations in species range. (ekstern lenke)
• Cornelia S Oedekoven; Jeffrey L Laake; Hans J. Skaug (2015). Distance sampling with a random scale detection function. (ekstern lenke)
• Tore Haug; Nils Inge Øien; Hans J. Skaug et al. (2015). DNA-register for vågehval: en skattekiste for studier av hvalbiologi.. (ekstern lenke)

2022

• Francesca Azzolini; Geir Drage Berentsen; Hans Julius Skaug et al. (2022). The heritability of BMI varies across the range of BMI—a heritability curve analysis in a twin cohort. (ekstern lenke)
• Jonas Andersson; Øivind A Nilsen; Hans Julius Skaug (2022). Mixed Frequency Data in a (S,s) Pricing Model. (ekstern lenke)
• Aurelien Nicolas Delaval; Victoria Bendall; Stuart J. Hetherington et al. (2022). Evaluating the suitability of close-kin mark-recapture as a demographic modelling tool for a critically endangered elasmobranch population. (ekstern lenke)

2017

• Mollie E. Brooks; Kasper Kristensen; Koen J. van Benthem et al. (2017). glmmTMB balances speed and flexibility among packages for zero-inflated generalized linear mixed modeling. (ekstern lenke)
• Kristian Gundersen; Guttorm Alendal; Hans J. Skaug et al. (2017). Assessment of machine learning methods as a tool in detecting leakages. (ekstern lenke)
• Fekadu Yadetie; Marta Eide; Sofie Söderström et al. (2017). PRECISION-CUT LIVER SLICES (PCLS) FOR TOXICOGENOMIC STUDIES IN ATLANTIC COD (Gadus morhua): THE dCOD 1.0 PROJECT. (ekstern lenke)
• Janne Mannseth; Tore Selland Kleppe; Hans J. Skaug (2017). On the application of improved symplectic integrators in Hamiltonian Monte Carlo. (ekstern lenke)
• Kristian Gundersen; Nello Blaser; Guttorm Alendal et al. (2017). Assessment of Topological Data Analysis and Machine Learning Technologies as Tools for Seep Detection. (ekstern lenke)
• Anders Goksøyr; Malin Celander; Guttorm Alendal et al. (2017). dCod 1.0: decoding the systems toxicology of Atlantic cod (Gadus morhua). (ekstern lenke)
• Ketil Malde; Bjørghild Breistein Seliussen; Maria Quintela Sanchez et al. (2017). Whole genome resequencing reveals diagnostic markers for investigating global migration and hybridization between minke whale species. (ekstern lenke)
• Guttorm Alendal; Jeremy Blackford; Baixin Chen et al. (2017). Bayes’ theorem as the fundament to design monitoring programs.. (ekstern lenke)
• Shirin Fallahi; Rune Kleppe; Anders Goksøyr et al. (2017). Mathematical modeling of regulatory interactions in the fatty acid synthesis pathway. (ekstern lenke)
• Shirin Fallahi; Rune Kleppe; Anders Goksøyr et al. (2017). Mathematical modeling of regulatory interactions in the fatty acid synthesis pathway. (ekstern lenke)
• Kasper Kristensen; Geir Drage Berentsen; Mollie Brooks et al. (2017). TMB: a flexible framework for developing mixed model software in R. (ekstern lenke)
• Siri Øfsthus Goksøyr; Anders Goksøyr; Odd Andre Karlsen et al. (2017). dCod 1.0 decoding the systems toxicology of Atlantic cod. (ekstern lenke)
• Shirin Fallahi; Rune Kleppe; Anders Goksøyr et al. (2017). Mathematical modeling of regulatory interactions in the fatty acid synthesis pathway. (ekstern lenke)
• Håvard G Frøysa; Hans J. Skaug; Guttorm Alendal (2017). Structural identifiability of kinetic parameters. (ekstern lenke)
• Hans J. Skaug (2017). The parent-offspring probability when sampling age-structured populations. (ekstern lenke)
• Håvard G Frøysa; Hans J. Skaug; Guttorm Alendal (2017). Structural identifiability of kinetic parameters. (ekstern lenke)

1996

• Tore Haug; Ulf Lindstrøm; Kjell T. Nilssen et al. (1996). Diet and food avaliability for Northeastern Atlantic minke whales, Balaenoptera Acutorostrata. (ekstern lenke)
• Dag Belsnes; Marius Bergan; Xeni Kristine Dimakos et al. (1996). NAILS-96, System Design and Program Documentation. (ekstern lenke)
• Hans Julius Skaug; Xeni Kristine Dimakos; Tore Schweder (1996). NAILS-96 Specification document. (ekstern lenke)
• Tore Schweder; Hans Julius Skaug; Xeni Kristine Dimakos et al. (1996). Abundance of northeastern Atlantic minke whales, estimates for 1989 and 1995. (ekstern lenke)
• Hans Julius Skaug (1996). Perpendicular distance line transect methods based on integrated spatial hazard probability models. (ekstern lenke)

2008

• Torbjørn Ergon; Hans Julius Skaug (2008). Estimating distributions of correlated individual life-history traits from mark-recapture data. (ekstern lenke)
• Tore Selland Kleppe; Hans Julius Skaug (2008). Building and Fitting Non-Gaussian Latent Variable Models via the Moment-Generating Function. (ekstern lenke)
• Jostein Paulsen; Astrid Lunde; Hans Julius Skaug (2008). Fitting mixed-effects models when data are left truncated. (ekstern lenke)
• Hans Julius Skaug; Martine Berube; Mary Beth Rew et al. (2008). Genetic analyses reveal promiscuous mating in female minke whales, Balaenoptera acutorostrata. (ekstern lenke)

2019

• Anders Goksøyr; Guttorm Alendal; Libe Aranguren-Abadía et al. (2019). dCOD 1.0: DECODING THE SYSTEMS TOXICOLOGY OF ATLANTIC COD (GADUS MORHUA) – HIGHLIGHTS SO FAR. (ekstern lenke)
• Anders Goksøyr; Guttorm Alendal; Libe Aranguren-Abadía et al. (2019). dCOD 1.0: DECODING THE SYSTEMS TOXICOLOGY OF ATLANTIC COD (GADUS MORHUA) – HIGHLIGHTS SO FAR. (ekstern lenke)
• Hans J. Skaug (2019). Integration by differentiation; almost a free lunch. (ekstern lenke)
• Nikolaos Nikolioudakis; Hans J. Skaug; Anna H. Olafsdottir et al. (2019). Drivers of the summer-distribution of Northeast Atlantic mackerel (Scomber scombrus) in the Nordic Seas from 2011 to 2017; a Bayesian hierarchical modelling approach.. (ekstern lenke)
• Shirin Fallahi; Hans J. Skaug; Guttorm Alendal (2019). Bayesian flux balance analysis of metabolic pathways. (ekstern lenke)
• Daniel E. Ruzzante; Gregory R McCracken; Brage Førland et al. (2019). Validation of close‐kin mark–recapture (CKMR) methods for estimating population abundance. (ekstern lenke)
• Håkon K. Gjessing; Hans J. Skaug (2019). Editorial. (ekstern lenke)
• Janne Mannseth; Hans J. Skaug (2019). Bayesian and frequentist computation with application to data from the Medical Birth Registry of Norway. (ekstern lenke)
• Hans J. Skaug (2019). Close-Kin Mark-Recapture (CKMR). (ekstern lenke)
• Karina Dale; Mette Bjørge Müller; Zhanna Tairova et al. (2019). Contaminant accumulation and biological responses in Atlantic cod (Gadus morhua) caged at a capped waste disposal site in Kollevåg, Western Norway. (ekstern lenke)
• Hans J. Skaug (2019). Close-Kin Mark-Recapture (CKMR). (ekstern lenke)
• Hans J. Skaug; Mark V. Bravington (2019). Close kin mark recapture in fisheries. (ekstern lenke)
• Abhishek Shah; Laurent Bertino; Hans J. Skaug (2019). Stochastic data assimilation of observations with a detection limit. (ekstern lenke)
• Geir Kjetil Nilsen; Morten Brun; Antonella Zanna et al. (2019). Efficient Computation of Hessian Matrices in TensorFlow. (ekstern lenke)

1994

• Hans Julius Skaug (1994). Ikkeparametriske tester for seriell uavhengighet. (ekstern lenke)
• Hans Julius Skaug (1994). Nonparametric functional estimation with application to hypothesis testing. (ekstern lenke)
• Hans Julius Skaug (1994). Nonparametric tests of serial indepence. (ekstern lenke)

2006

• Hans Julius Skaug; David Fournier (2006). Automatic Approximation of the Marginal Likelihood in non-Gaussian Hierarchical Models. (ekstern lenke)
• T Kitakado; S Kitada; H Kishino et al. (2006). An integrated-likelihood method for estimating genetic differentiation between populations. (ekstern lenke)
• Per Palsbøll; Martine Berube; Hans Julius Skaug et al. (2006). DNA registers of legally obtained wildlife and derived products as means to identify illegal takes. (ekstern lenke)
• Hans Julius Skaug (2006). Markov modulated Poisson processes for clustered line transect data. (ekstern lenke)
• Lennart Frimannslund; Trond Steihaug; Hans Julius Skaug (2006). On Curvature and Separability in Unconstrained Optimisation. (ekstern lenke)

2007

• Hans Julius Skaug; Lennart Frimannslund; Nils Inge Øien (2007). Historical population assessment of Barents Sea harp sea's (Pagophilus groenlandicus). (ekstern lenke)

2010

• Tore Selland Kleppe; Hans J. Skaug; okamura hiroshi (2010). Asymptotic bias of the hazard probability model under model mis-specification. (ekstern lenke)
• Hans Julius Skaug; Martine Berube; Per Palsbøll (2010). Detecting dyads of related individuals in large collections of DNA-profiles by controlling the false discovery rate. (ekstern lenke)
• Tore Selland Kleppe; William Green; Jun Yu et al. (2010). Maximum Simulated Likelihood Methods and Applications. (ekstern lenke)
• Tore Selland Kleppe; Jun Yu; Hans Julius Skaug (2010). Simulated maximum likelihood estimation of continuous time stochastic volatility models. (ekstern lenke)
• Arnaud Le Rouzic; Hans Julius Skaug; Thomas F. Hansen (2010). Estimating genetic architectures from artificial-selection responses: A random-effect framework. (ekstern lenke)
• Jan-Magnus Økland; Øystein Haaland; Hans Julius Skaug (2010). A method for defining management units based on genetically determined close relatives. (ekstern lenke)
• Kevin Glover; Naohisa Kanda; Tore Haug et al. (2010). Migration of Antarctic Minke Whales to the Arctic. (ekstern lenke)
• Hans Julius Skaug; Nils Inge Øien; Tore Haug (2010). Hva kan et register over vågehvalens DNA fortelle om adferd og biologi?. (ekstern lenke)
• Lee Hsiang Liow; Hans Julius Skaug; Torbjørn H. Ergon et al. (2010). Global occurrence trajectories of microfossils: environmental volatility and the rise and fall of individual species. (ekstern lenke)

2024

• Megumi Takahashi; Brage Førland; Luis A. Pastene et al. (2024). Geographical distribution of close kin in southern right whales on feeding grounds. (ekstern lenke)
• Nils Inge Øien; Martin Biuw; Arne Jostein Bjørge et al. (2024). Previous, current and future monitoring and management of common minke whales in Norway. (ekstern lenke)
• Øivind A Nilsen; Jonas Andersson; Hans Julius Skaug (2024). Mixed Frequency Data in a Heterogenous Sticky Price Model. (ekstern lenke)
• Øivind A Nilsen; Jonas Andersson; Hans Julius Skaug (2024). Mixed Frequency Data in a Heterogenous Sticky Price Model. (ekstern lenke)
• Øivind A Nilsen; Jonas Andersson; Hans Julius Skaug (2024). Mixed Frequency Data in a Heterogenous Sticky Price Model. (ekstern lenke)
• Andre Grande Moan; Hiroko Kato Solvang; Hans Julius Skaug et al. (2024). Sjøpattedyrutvalget 2024 - Tilrådning om forskning og forvaltning. (ekstern lenke)
• Brage Førland; Hans Julius Skaug; Megumi Takahashi et al. (2024). Close-Kin Mark-Recapture Without Age Information. (ekstern lenke)
• Ingvild Margrethe Helgøy; Hans Julius Skaug; Yushu Li (2024). Sparse Bayesian learning using TMB (Template Model Builder). (ekstern lenke)

2014

• Maria Quintela Sanchez; Hans J. Skaug; Nils Inge Øien et al. (2014). Investigating population genetic structure in a highly mobile marine organism: The minke whale balaenoptera acutorostrata acutorostrata in the north east atlantic. (ekstern lenke)
• Rolf Lorentzen; Andreas S. Stordal; Geir Nævdal et al. (2014). Estimation of production rates with transient well-flow modeling and the auxiliary particle filter. (ekstern lenke)
• Hiroko Kato Solvang; Hans J. Skaug; Nils Inge Øien (2014). Preliminary abundance estimates of common minke whales in the Northeast Atlantic based on survey data collected over the period 2008-2013. (ekstern lenke)
• Tore Selland Kleppe; Jun Yu; Hans J. Skaug (2014). Maximum likelihood estimation of partially observed diffusion models. (ekstern lenke)
• Tore Haug; Nils Inge Øien; Hans J. Skaug et al. (2014). Unødvendig med fem fangstområder for vågehval.. (ekstern lenke)
• Tore Selland Kleppe; Hans J. Skaug (2014). Bandwidth Selection In Pre-Smoothed Particle Filters. (ekstern lenke)
• Hans J. Skaug; Jun Yu (2014). A flexible and automated likelihood based framework for inference in stochastic volatility models. (ekstern lenke)
• Eric C. Anderson; Hans J. Skaug; David J. Barshis (2014). Next-generation sequencing for molecular ecology: a caveat regarding pooled samples. (ekstern lenke)
• Simone Vincenzi; Marc Mangel; Alain J. Crivelli et al. (2014). Determining individual variation in growth and its implication for life-history and population processes using the Empirical Bayes Method. (ekstern lenke)

1997

• Tore Schweder; Hans J. Skaug; Xeni Kristine Dimakos et al. (1997). Abundance of northeastern Atlantic minke whales, estimates for 1989 and 1995. (ekstern lenke)
• Hans J. Skaug; Harald Gjøsæter; tore Haug et al. (1997). Do Minke Whales (Balaenoptera acutorostrara) Exhibit Particular Prey Preferences?. (ekstern lenke)

2020

• Shirin Fallahi; Hans J. Skaug; Guttorm Alendal (2020). A comparison of Monte Carlo sampling methods for metabolic network models. (ekstern lenke)
• Geir Drage Berentsen; Francesca Azzolini; Hans J. Skaug et al. (2020). Heritability curves: A local measure of heritability in family models. (ekstern lenke)
• Håvard G Frøysa; Guttorm Alendal; Hans J. Skaug et al. (2020). Estimation and identifiability of kinetic parameters in dynamical models of biochemical reaction networks. (ekstern lenke)
• Håvard G Frøysa; Hans J. Skaug; Guttorm Alendal (2020). Experimental design for parameter estimation in steady-state linear models of metabolic networks. (ekstern lenke)

2016

• Mark V. Bravington; Hans J. Skaug; Eric C. Anderson (2016). Close-kin mark-recapture. (ekstern lenke)
• Berent Ånund Strømnes Lunde; Hans J. Skaug (2016). Likelihood Estimation of Jump-Diffusions. Extensions from Diffusions to Jump-Diffusions, Implementation with Automatic Differentiation, and Applications. (ekstern lenke)
• Kasper Kristensen; Anders Nielsen; Casper W. Berg et al. (2016). TMB: Automatic differentiation and laplace approximation. (ekstern lenke)
• Guttorm Alendal; Jeremy Blackford; Baixin Chen et al. (2016). Bayes’ theorem as the fundament to design monitoring programs.. (ekstern lenke)
• Simone Vincenzi; Alain J. Crivelli; Stephan Munch et al. (2016). Trade-offs between accuracy and interpretability in von Bertalanffy random-effects models of growth. (ekstern lenke)

2013

• Benjamin M. Bolker; Beth Gardner; Mark Maunder et al. (2013). Strategies for fitting nonlinear ecological models in R, AD Model Builder, and BUGS. (ekstern lenke)
• Roland Langrock; David L. Borchers; Hans J. Skaug (2013). Markov-modulated nonhomogeneous poisson processes for modeling detections in surveys of marine mammal abundance. (ekstern lenke)
• Kevin Glover; Naohisa Kanda; tore Haug et al. (2013). Hybrids between common and Antarctic minke whales are fertile and can back-cross. (ekstern lenke)
• Øystein Ariansen Haaland; Hans J. Skaug (2013). Estimating genotyping error rates from parent-offspring dyads. (ekstern lenke)

2011

• Øystein Haaland; Kevin A. Glover; Bjørghild Breistein Seliussen et al. (2011). Genotyping errors in a calibrated DNA register: implications for identification of individuals. (ekstern lenke)
• Andreas S. Stordal; Hans A Karlsen; Geir Nævdal et al. (2011). Bridging the ensemble Kalman filter and particle filters: the adaptive Gaussian mixture filter. (ekstern lenke)
• Kristian Thulin; Geir Nævdal; Hans Julius Skaug et al. (2011). Quantifying Monte Carlo Uncertainty in the Ensemble Kalman Filter. (ekstern lenke)

2004

• Hans Julius Skaug; Nils Øien; Tore Schweder et al. (2004). Abundance of minke whales (Balaenoptera acutorostrata) in the Northeastern Atlantic. (ekstern lenke)

1999

• Hans Julius Skaug; T. Schweder (1999). Hazard models for line transect surveys with independent observers. (ekstern lenke)
• Tore Schweder; Hans J. Skaug; Mette Langaas et al. (1999). Simulated likelihood methods for complex double-platform line transect surveys. (ekstern lenke)

2002

• Hans Julius Skaug (2002). Automatic differentiation to facilitate maximum likelihood estimation in nonlinear random effects models. (ekstern lenke)

1993

• Hans Julius Skaug; Dag Bjarne Tjøstheim (1993). A nonparametric test of serial independence based on the empirical distribution function. (ekstern lenke)
• Hans Julius Skaug (1993). The limit distribution of the Hoeffding statistic for test of serial independence. Report No.22 Jan. 1993. (ekstern lenke)

2001

• Hans Julius Skaug (2001). Allele-sharing methods for estimation of population size. (ekstern lenke)

2005

• Hans Julius Skaug; Nils Øien (2005). Genetic tagging of male North Atlantic minke whales through comparison of maternal and foetal DNA-profiles. (ekstern lenke)
• Hans Julius Skaug; Nils Øien (2005). Genetic tagging of males in North Atlantic minke whales through comparison of mother and fetus DNA-profiles. (ekstern lenke)
• Verena Trenkel; Hans Julius Skaug (2005). Disentangling the effects of capture efficiency and population abundance on catch data using random effects models. (ekstern lenke)

1991

• Hans Julius Skaug (1991). Edgeworth utvikling og bootstrapping i tidsrekke analyse. (ekstern lenke)

2000

• David Hirst; Gudmund Høst; Tore Schweder et al. (2000). Towards a statistical model for the uncertainty in fisheries data for stock asssessment in the Barents Sea. (ekstern lenke)

1995

• Turid Follestad; Gudmund Høst; Hans Julius Skaug (1995). Methods for simulation of stochastic vector-fields in NSPACE. (ekstern lenke)

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Google Scholar: https://scholar.google.com/citations?user=RTHIfAUAAAAJ&hl=en

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