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Authors
Publication channel
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Multiple Imputation for a Continuous Variable

Peer-reviewed
Open access
Laaksonen, Seppo Sakari
International Journal of Mathematical and Statistical Sciences2016

Adjustment for survey non-participation using record linkage and multiple imputation: A validity assessment exercise using the Health 2000 survey

Peer-reviewed
Open access
DOI
10.1177/14034948211031383
McMinn, Megan A.; Martikainen, Pekka; Härkänen, Tommi; Tolonen, Hanna; Pitkänen, Joonas; Leyland, Al...
Scandinavian journal of public health2021

Projections for obesity, smoking and hypertension based on multiple imputation

Peer-reviewed
Open access
DOI
10.1177/14034948211061014
Reinikainen, Jaakko;Härkänen, Tommi;Tolonen, Hanna
SCANDINAVIAN JOURNAL OF PUBLIC HEALTH2021

Bayesian and non-Bayesian Multiple Imputation for a Continuous Variable

Laaksonen, Seppo
NORDSTAT2014

Gene expression imputation across multiple brain regions provides insights into schizophrenia risk

Peer-reviewed
Open access
DOI
10.1038/s41588-019-0364-4
CommonMind Consortium; Psychiat Genomics Consortium; iPSYCH-GEMS Schizophrenia Working; Huckins, Lau...
Nature genetics2019

A new framework for multiple imputation and applications to a binary variable.

Peer-reviewed
Laaksonen, Seppo Sakari
Model Assisted Statistics and Applications2016

Improved imputation accuracy of rare and low-frequency variants using population-specific high-coverage WGS-based imputation reference panel

Peer-reviewed
Open access
DOI
10.1038/ejhg.2017.51
Mitt, Mario; Kals, Mart; Parn, Kalle; Gabriel, Stacey B.; Lander, Eric S.; Palotie, Aarno; Ripatti, ...
European journal of human genetics2017

Fast Missing Value Imputation Using Ensemble of SOMs

Sorjamaa, Antti; Lendasse, Amaury
-2010

Using multiple imputation and intervention-based scenarios to project the mobility of older adults

Peer-reviewed
Open access
DOI
10.1186/s12877-022-03008-4
Kontto, Jukka; Paalanen, Laura; Sund, Reijo; Sainio, Päivi; Koskinen, Seppo; Demakakos, Panayotes; T...
Bmc geriatrics2022

Mask Estimation and Sparse Imputation for Missing Data Speech Recognition in Multisource Reverberant Environments

Peer-reviewed
Kallasjoki, Heikki; Keronen, Sami; Brown, Guy J.; Gemmeke, Jort F.; Remes, Ulpu; Palomäki, Kalle
-2011

Multiple Imputation for a Continuous Variable

Peer-reviewed
Open access
2016

Adjustment for survey non-participation using record linkage and multiple imputation: A validity assessment exercise using the Health 2000 survey

Peer-reviewed
Open access
DOI
10.1177/14034948211031383
2021

Projections for obesity, smoking and hypertension based on multiple imputation

Peer-reviewed
Open access
DOI
10.1177/14034948211061014
2021

Bayesian and non-Bayesian Multiple Imputation for a Continuous Variable

2014

Gene expression imputation across multiple brain regions provides insights into schizophrenia risk

Peer-reviewed
Open access
DOI
10.1038/s41588-019-0364-4
2019

A new framework for multiple imputation and applications to a binary variable.

Peer-reviewed
2016

Improved imputation accuracy of rare and low-frequency variants using population-specific high-coverage WGS-based imputation reference panel

Peer-reviewed
Open access
DOI
10.1038/ejhg.2017.51
2017

Fast Missing Value Imputation Using Ensemble of SOMs

2010

Using multiple imputation and intervention-based scenarios to project the mobility of older adults

Peer-reviewed
Open access
DOI
10.1186/s12877-022-03008-4
2022

Mask Estimation and Sparse Imputation for Missing Data Speech Recognition in Multisource Reverberant Environments

Peer-reviewed
2011