[HTML][HTML] The proportion of missing data should not be used to guide decisions on multiple imputation
Objectives Researchers are concerned whether multiple imputation (MI) or complete case
analysis should be used when a large proportion of data are missing. We aimed to provide …
analysis should be used when a large proportion of data are missing. We aimed to provide …
[كتاب][B] Experimental design and data analysis for biologists
Publisher Description (unedited publisher data) An essential textbook for any student or
researcher in biology needing to design experiments, sampling programs or analyse the …
researcher in biology needing to design experiments, sampling programs or analyse the …
Principal component analysis with missing values: a comparative survey of methods
Principal component analysis (PCA) is a standard technique to summarize the main
structures of a data table containing the measurements of several quantitative variables for a …
structures of a data table containing the measurements of several quantitative variables for a …
A pragmatic ensemble strategy for missing values imputation in health records
Pristine and trustworthy data are required for efficient computer modelling for medical
decision-making, yet data in medical care is frequently missing. As a result, missing values …
decision-making, yet data in medical care is frequently missing. As a result, missing values …
Lifetime ovulatory years and risk of epithelial ovarian cancer: a multinational pooled analysis
Background The role of ovulation in epithelial ovarian cancer (EOC) is supported by the
consistent protective effects of parity and oral contraceptive use. Whether these factors …
consistent protective effects of parity and oral contraceptive use. Whether these factors …
A penalized likelihood framework for high-dimensional phylogenetic comparative methods and an application to new-world monkeys brain evolution
Working with high-dimensional phylogenetic comparative data sets is challenging because
likelihood-based multivariate methods suffer from low statistical performances as the …
likelihood-based multivariate methods suffer from low statistical performances as the …
[HTML][HTML] Pedomorphosis in the ancestry of marsupial mammals
Within mammals, different reproductive strategies (eg, egg laying, live birth of extremely
underdeveloped young, and live birth of well-developed young) have been linked to …
underdeveloped young, and live birth of well-developed young) have been linked to …
Comparing single and multiple imputation approaches for missing values in univariate and multivariate water level data
Missing values in water level data is a persistent problem in data modelling and especially
common in develo** countries. Data imputation has received considerable research …
common in develo** countries. Data imputation has received considerable research …
How many landmarks are enough to characterize shape and size variation?
Accurate characterization of morphological variation is crucial for generating reliable results
and conclusions concerning changes and differences in form. Despite the prevalence of …
and conclusions concerning changes and differences in form. Despite the prevalence of …
Measurement theory and paleobiology
Measurement theory, a branch of applied mathematics, offers guiding principles for
extracting meaning from empirical observations and is applicable to any science involving …
extracting meaning from empirical observations and is applicable to any science involving …