List of works - Jaakko Nevalainen

A Combined PLS and Negative Binomial Regression Model for Inferring Association Networks from Next-generation Sequencing Count Data

scientific article

A General Class of Signed Rank Tests for Clustered Data when the Cluster Size is Potentially Informative

scientific article

A Joint Modeling Approach for Childhood Meat, Fish and Egg Consumption and the Risk of Advanced Islet Autoimmunity.

scientific article published on 23 May 2019

A case study of normalization, missing data and variable selection methods in lipidomics

scientific article

A spatial rank test and corresponding estimators for several samples

A weighted multivariate sign test for cluster-correlated data

article by D. Larocque et al published 28 February 2007 in Biometrika

A weighted multivariate signed-rank test for cluster-correlated data

A weighted spatial median for clustered data

article

Alcohol expenditure in grocery stores and their associations with tobacco and food expenditures

scientific article published on 20 June 2019

Alcohol policy changes and trends in adolescent drinking in Finland from 1981 to 2011.

scientific article published on 04 June 2013

Are serum α- and β-carotene concentrations associated with the development of advanced beta-cell autoimmunity in children with increased genetic susceptibility to type 1 diabetes?

article

Association of Cereal, Gluten, and Dietary Fiber Intake With Islet Autoimmunity and Type 1 Diabetes

scientific article published on 12 August 2019

Autonomic Arousal Response Habituation to Social Stimuli Among Children with Asd.

scientific article

Cardiovascular Risk Factors From Childhood and Midlife Cognitive Performance: The Young Finns Study

scientific article published in May 2017

Characteristics of multivariate distributions and the invariant coordinate system

Clodronate as a single-dose intravenous infusion effectively provides short-term correction of malignant hypercalcemia

scientific article published on January 2003

Cognitive performance in young adulthood and midlife: Relations with age, sex, and education-The Cardiovascular Risk in Young Finns Study

scientific article published on 2 November 2015

Comparison of simultaneous measurement of mouse locomotor activity by radiotelemetry and photobeam methods

scientific article published on 16 September 2014

Consumption of differently processed milk products in infancy and early childhood and the risk of islet autoimmunity

scientific article published on 27 February 2020

Covariance matrix estimation for left-censored data

scholarly article by Maiju Pesonen et al published December 2015 in Computational Statistics & Data Analysis

Cow's milk allergy and the association between fatty acids and childhood asthma risk.

scientific article published on 27 May 2014

Cumulative effect of psychosocial factors in youth on ideal cardiovascular health in adulthood: the Cardiovascular Risk in Young Finns Study

scientific article published on 12 January 2015

Design and cost optimization for hierarchical data

Differential network analysis with multiply imputed lipidomic data

scientific article (publication date: 2015)

Early introduction of root vegetables in infancy associated with advanced ß-cell autoimmunity in young children with human leukocyte antigen-conferred susceptibility to Type 1 diabetes

Eliminating cows' milk, but not wheat, barley or rye, increases the risk of growth deceleration and nutritional inadequacies.

scientific article published on 27 March 2017

Examining retail purchases of cigarettes and nicotine replacement therapy in Finland

scientific article published on 03 May 2019

Extended safety profile of oral clodronate after long-term use in primary breast cancer patients

scientific article

Fatty acids in serum and diet--a canonical correlation analysis among toddlers

scientific article published on 8 November 2011

Food consumption and advanced β cell autoimmunity in young children with HLA-conferred susceptibility to type 1 diabetes: a nested case-control design

article by Suvi M Virtanen et al published 11 January 2012 in American Journal of Clinical Nutrition

Food photographs in portion size estimation among adolescent Mozambican girls

scientific article

Global tests for novelty

scientific article

Has the role of personal income in alcohol drinking among teenagers changed between 1983 and 2013: a series of nationally representative surveys in Finland

scientific article published on 17 April 2017

Impact of improved recording of work-relatedness in primary care visits at occupational health services on sickness absences: study protocol for a randomised controlled trial

scientific article

Incorporating interaction networks into the determination of functionally related hit genes in genomic experiments with Markov random fields

scientific article published in July 2017

Infant Feeding in Relation to the Risk of Advanced Islet Autoimmunity and Type 1 Diabetes in Children With Increased Genetic Susceptibility: A Cohort Study

scientific article published in January 2018

Inference on the marginal distribution of clustered data with informative cluster size

scientific article

Influence of early-lifebody mass index and systolic blood pressure on left ventricle in adulthood - The Cardiovascular Risk in Young Finns Study

scientific article published on 26 November 2020

L1-Regression for Multivariate Clustered Data

Large-scale loyalty card data in health research

article

Like parent, like child? Dietary resemblance in families.

scientific article published on 3 July 2018

Longitudinal change in physical functioning and dropout due to death among the oldest old: a comparison of three methods of analysis

scientific article published on 18 September 2019

Maternal dietary fatty acid intake during pregnancy and the risk of preclinical and clinical type 1 diabetes in the offspring

scientific article

Maternal food consumption during pregnancy and risk of advanced β-cell autoimmunity in the offspring

scientific article published on 7 September 2010

Maternal intake of fatty acids and their food sources during lactation and the risk of preclinical and clinical type 1 diabetes in the offspring

scientific article published on 7 January 2015

Maternal vitamin D intake during pregnancy is inversely associated with asthma and allergic rhinitis in 5-year-old children

scientific article published on 01 June 2009

Microbial exposure in infancy and subsequent appearance of type 1 diabetes mellitus-associated autoantibodies: a cohort study

scientific article

Missing values in longitudinal dietary data: a multiple imputation approach based on a fully conditional specification

scientific article

Morphological Clustering of Cell Cultures Based on Size, Shape, and Texture Features

article

Nonparametric Analysis of Clustered Multivariate Data

article published in 2010

Number of screening rounds attended and incidence of high-risk prostate cancer in the Finnish Randomized Study of Screening for Prostate Cancer (FinRSPC)

scientific article published on 13 October 2020

Nutrient intake variability and number of days needed to assess intake in preschool children

article by Maijaliisa Erkkola et al published 12 May 2011 in British Journal of Nutrition

On the multivariate spatial median for clustered data

One-sample location tests for multilevel data

Physical Activity from Childhood to Adulthood and Cognitive Performance in Midlife

scientific article published on 01 May 2019

Power, sample size and sampling costs for clustered data

Prediction with a flexible finite mixture-of-regressions

scholarly article by Ilmari Ahonen et al published January 2018 in Computational Statistics & Data Analysis

Randomized, placebo-controlled trial of clodronate in patients with primary operable breast cancer

scientific article published in August 2002

Relationship between negative experiences and drinking experience among 15- to 16-year-old adolescents in Finland

scientific article published on 13 June 2008

Relationship of maternal weight status and weight gain rate during pregnancy to the development of advanced beta cell autoimmunity in the offspring: a prospective birth cohort study

scientific article published on 5 December 2010

SAS/IMLMacros for a Multivariate Analysis of Variance Based on Spatial Signs

Segmentation of Image Data from Complex Organotypic 3D Models of Cancer Tissues with Markov Random Fields

scientific article

Serum alpha- and gamma-tocopherol concentrations and risk of advanced beta cell autoimmunity in children with HLA-conferred susceptibility to type 1 diabetes mellitus

scientific article published on 4 March 2008

Serum fatty acids and risk of advanced beta-cell autoimmunity: a nested case-control study among children with HLA-conferred susceptibility to type I diabetes

scientific article published on 26 May 2010

Some similarities in dietary clusters of pre-school children and their mothers.

scientific article published on 2 March 2009

Suitability of random forest analysis for epidemiological research: Exploring sociodemographic and lifestyle-related risk factors of overweight in a cross-sectional design.

scientific article published in October 2017

Tests for informative cluster size using a novel balanced bootstrap scheme

scientific article

The association between asthma and type 1 diabetes: a paediatric case-cohort study in Finland, years 1981-2009.

scientific article published on 2 December 2017

The importance of clinical and labour market histories in psychiatric disability retirement: analysis of the comprehensive Finnish national-level RETIRE data

scientific article published on 05 December 2019

Timing of solid-food introduction is associated with of type 1 diabetes mellitus

scientific article published on 01 January 2014

Trends in occupational diseases in Finland, 1975-2013: a register study

scientific article published on 23 April 2019

Two sample tests for the nonparametric Behrens–Fisher problem with clustered data

Vegan diet in young children remodels metabolism and challenges the statuses of essential nutrients

scientific article published in 2021

Weighted rank tests and Hodges–Lehmann estimates for the multivariate two-sample location problem with clustered data

article

What explains the differences between centres in the European screening trial? A simulation study.

scientific article published on 24 November 2016

List of works by Jaakko Nevalainen

A Combined PLS and Negative Binomial Regression Model for Inferring Association Networks from Next-generation Sequencing Count Data

A General Class of Signed Rank Tests for Clustered Data when the Cluster Size is Potentially Informative

A Joint Modeling Approach for Childhood Meat, Fish and Egg Consumption and the Risk of Advanced Islet Autoimmunity.

A case study of normalization, missing data and variable selection methods in lipidomics

A spatial rank test and corresponding estimators for several samples

A weighted multivariate sign test for cluster-correlated data

A weighted multivariate signed-rank test for cluster-correlated data

A weighted spatial median for clustered data

Alcohol expenditure in grocery stores and their associations with tobacco and food expenditures

Alcohol policy changes and trends in adolescent drinking in Finland from 1981 to 2011.

Are serum α- and β-carotene concentrations associated with the development of advanced beta-cell autoimmunity in children with increased genetic susceptibility to type 1 diabetes?

Association of Cereal, Gluten, and Dietary Fiber Intake With Islet Autoimmunity and Type 1 Diabetes

Autonomic Arousal Response Habituation to Social Stimuli Among Children with Asd.

Cardiovascular Risk Factors From Childhood and Midlife Cognitive Performance: The Young Finns Study

Characteristics of multivariate distributions and the invariant coordinate system

Clodronate as a single-dose intravenous infusion effectively provides short-term correction of malignant hypercalcemia

Cognitive performance in young adulthood and midlife: Relations with age, sex, and education-The Cardiovascular Risk in Young Finns Study

Comparison of simultaneous measurement of mouse locomotor activity by radiotelemetry and photobeam methods

Consumption of differently processed milk products in infancy and early childhood and the risk of islet autoimmunity

Covariance matrix estimation for left-censored data

Cow's milk allergy and the association between fatty acids and childhood asthma risk.

Cumulative effect of psychosocial factors in youth on ideal cardiovascular health in adulthood: the Cardiovascular Risk in Young Finns Study

Design and cost optimization for hierarchical data

Differential network analysis with multiply imputed lipidomic data

Early introduction of root vegetables in infancy associated with advanced ß-cell autoimmunity in young children with human leukocyte antigen-conferred susceptibility to Type 1 diabetes

Eliminating cows' milk, but not wheat, barley or rye, increases the risk of growth deceleration and nutritional inadequacies.

Examining retail purchases of cigarettes and nicotine replacement therapy in Finland

Extended safety profile of oral clodronate after long-term use in primary breast cancer patients

Fatty acids in serum and diet--a canonical correlation analysis among toddlers

Food consumption and advanced β cell autoimmunity in young children with HLA-conferred susceptibility to type 1 diabetes: a nested case-control design

Food photographs in portion size estimation among adolescent Mozambican girls

Global tests for novelty

Has the role of personal income in alcohol drinking among teenagers changed between 1983 and 2013: a series of nationally representative surveys in Finland

Impact of improved recording of work-relatedness in primary care visits at occupational health services on sickness absences: study protocol for a randomised controlled trial

Incorporating interaction networks into the determination of functionally related hit genes in genomic experiments with Markov random fields

Infant Feeding in Relation to the Risk of Advanced Islet Autoimmunity and Type 1 Diabetes in Children With Increased Genetic Susceptibility: A Cohort Study

Inference on the marginal distribution of clustered data with informative cluster size

Influence of early-lifebody mass index and systolic blood pressure on left ventricle in adulthood - The Cardiovascular Risk in Young Finns Study

L1-Regression for Multivariate Clustered Data

Large-scale loyalty card data in health research

Like parent, like child? Dietary resemblance in families.

Longitudinal change in physical functioning and dropout due to death among the oldest old: a comparison of three methods of analysis

Maternal dietary fatty acid intake during pregnancy and the risk of preclinical and clinical type 1 diabetes in the offspring

Maternal food consumption during pregnancy and risk of advanced β-cell autoimmunity in the offspring

Maternal intake of fatty acids and their food sources during lactation and the risk of preclinical and clinical type 1 diabetes in the offspring

Maternal vitamin D intake during pregnancy is inversely associated with asthma and allergic rhinitis in 5-year-old children

Microbial exposure in infancy and subsequent appearance of type 1 diabetes mellitus-associated autoantibodies: a cohort study

Missing values in longitudinal dietary data: a multiple imputation approach based on a fully conditional specification

Morphological Clustering of Cell Cultures Based on Size, Shape, and Texture Features

Nonparametric Analysis of Clustered Multivariate Data

Number of screening rounds attended and incidence of high-risk prostate cancer in the Finnish Randomized Study of Screening for Prostate Cancer (FinRSPC)

Nutrient intake variability and number of days needed to assess intake in preschool children

On the multivariate spatial median for clustered data

One-sample location tests for multilevel data

Physical Activity from Childhood to Adulthood and Cognitive Performance in Midlife

Power, sample size and sampling costs for clustered data

Prediction with a flexible finite mixture-of-regressions

Randomized, placebo-controlled trial of clodronate in patients with primary operable breast cancer

Relationship between negative experiences and drinking experience among 15- to 16-year-old adolescents in Finland

Relationship of maternal weight status and weight gain rate during pregnancy to the development of advanced beta cell autoimmunity in the offspring: a prospective birth cohort study

SAS/IMLMacros for a Multivariate Analysis of Variance Based on Spatial Signs

Segmentation of Image Data from Complex Organotypic 3D Models of Cancer Tissues with Markov Random Fields

Serum alpha- and gamma-tocopherol concentrations and risk of advanced beta cell autoimmunity in children with HLA-conferred susceptibility to type 1 diabetes mellitus

Serum fatty acids and risk of advanced beta-cell autoimmunity: a nested case-control study among children with HLA-conferred susceptibility to type I diabetes

Some similarities in dietary clusters of pre-school children and their mothers.

Suitability of random forest analysis for epidemiological research: Exploring sociodemographic and lifestyle-related risk factors of overweight in a cross-sectional design.

Tests for informative cluster size using a novel balanced bootstrap scheme

The association between asthma and type 1 diabetes: a paediatric case-cohort study in Finland, years 1981-2009.

The importance of clinical and labour market histories in psychiatric disability retirement: analysis of the comprehensive Finnish national-level RETIRE data

Timing of solid-food introduction is associated with of type 1 diabetes mellitus

Trends in occupational diseases in Finland, 1975-2013: a register study

Two sample tests for the nonparametric Behrens–Fisher problem with clustered data

Vegan diet in young children remodels metabolism and challenges the statuses of essential nutrients

Weighted rank tests and Hodges–Lehmann estimates for the multivariate two-sample location problem with clustered data

What explains the differences between centres in the European screening trial? A simulation study.