Concepedia

Selection of statistical technique for imputation of single site-univariate and multisite–multivariate methods for particulate pollutants time series data with long gaps and high missing percentage

K Priti, Kaushlesh Singh Shakya, Prashant Kumar

Environmental Science and Pollution Research · 2023 · 11 citations · 40 references

References

40

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

A New Approach to Linear Filtering and Prediction Problems

R. E. Kalman · Journal of Basic Engineering · 1960 · 31K citations

Natural Sciences, Mathematics, Dynamical Systems +16

Statistical Analysis With Missing Data

Maureen Lahiff, Roderick J. A. Little, Donald B. Rubin · Journal of the American Statistical Association · 1989 · 17.5K citations

Natural Sciences, Biostatistics, Mathematics +12

Model Evaluation Guidelines for Systematic Quantification of Accuracy in Watershed Simulations

Daniel N. Moriasi, J. G. Arnold, M. W. Van Liew et al. · Transactions of the ASABE · 2007 · 13.2K citations

Natural Resources, Hydrology, Watershed Management +17

Inference and missing data

Donald B. Rubin · Biometrika · 1976 · 9.7K citations

Natural Sciences, Biostatistics, Mathematics +17