Imputation with the R Package VIM

A Kowarik, M Templ - Journal of statistical software, 2016 - jstatsoft.org
Abstract The package VIM (Templ, Alfons, Kowarik, and Prantner 2016) is developed to
explore and analyze the structure of missing values in data using visualization methods, to …

mice: Multivariate imputation by chained equations in R

S Van Buuren, K Groothuis-Oudshoorn - Journal of statistical software, 2011 - jstatsoft.org
The R package mice imputes incomplete multivariate data by chained equations. The
software mice 1.0 appeared in the year 2000 as an S-PLUS library, and in 2001 as an R …

Estimating missing data in temporal data streams using multi-directional recurrent neural networks

J Yoon, WR Zame… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Missing data is a ubiquitous problem. It is especially challenging in medical settings
because many streams of measurements are collected at different-and often irregular-times …

Financial literacy and retirement planning in Germany

T Bucher-Koenen, A Lusardi - Journal of Pension Economics & …, 2011 - cambridge.org
We examine financial literacy in Germany using data from the SAVE survey. We find that
knowledge of basic financial concepts is lacking among women, the less educated, and …

Gender-and education-related effects of financial literacy and confidence on financial wealth

CE Bannier, M Schwarz - Journal of Economic Psychology, 2018 - Elsevier
This study examines the influence of actual and perceived financial knowledge (ie, financial
literacy and confidence) on financial wealth. We show that consideration of gender and …

Once burned, twice shy? Financial literacy and wealth losses during the financial crisis

T Bucher-Koenen, M Ziegelmeyer - Review of Finance, 2014 - academic.oup.com
The recent financial crisis caused a shock to private wealth. Households with low financial
literacy are less likely to own risky assets directly. Therefore, fewer of them report financial …

Failure prediction of Indian Banks using SMOTE, Lasso regression, bagging and boosting

S Shrivastava, PM Jeyanthi, S Singh - Cogent Economics & …, 2020 - Taylor & Francis
Banks have a vital role in the financial system and its survival is crucial for the stability of the
economy. This research paper attempts to create an efficient and appropriate predictive …

Aging faster: worry and rumination in late life are associated with greater brain age

HT Karim, M Ly, G Yu, R Krafty, DL Tudorascu… - Neurobiology of …, 2021 - Elsevier
Older adults with anxiety have lower gray matter brain volume—a component of accelerated
aging. We have previously validated a machine learning model to predict brain age, an …

Low vision status and declining vision decrease health-related quality of life: results from a nationwide 11-year follow-up study

J Taipale, A Mikhailova, M Ojamo, J Nättinen… - Quality of Life …, 2019 - Springer
Purpose The impact of visual acuity (VA) on Health-Related Quality of Life (HRQoL) and the
cross-sectional and longitudinal differences in HRQoL during the 11-year follow-up were …

Who lost the most? Financial literacy, cognitive abilities, and the financial crisis

T Bucher-Koenen, M Ziegelmeyer - 2011 - papers.ssrn.com
We study how and to what extent private households are affected by the recent financial
crisis and how their financial decisions are influenced by this shock. Our analysis reveals …