scholarly journals A FORTRAN IV program for the estimation of missing data

1979 ◽  
Vol 11 (3) ◽  
pp. 395-396
Author(s):  
Martijn P. F. Berger
Keyword(s):  
Missing Data ◽  
Estimation Of Missing Data

Method of estimation of missing data in AMI system

2020 ◽  
Author(s):  
Hyuk-Rok Kwon ◽  
Taek-Eun Hong ◽  
Pankoo Kim
Keyword(s):  
Missing Data ◽  
Estimation Of Missing Data

scholarly journals Assessment of different methods for estimation of missing data in precipitation studies

2016 ◽  
Vol 48 (4) ◽  
pp. 1032-1044 ◽  
Author(s):  
Mohammad-Taghi Sattari ◽  
Ali Rezazadeh-Joudi ◽  
Andrew Kusiak
Keyword(s):  
Missing Data ◽  
Missing Values ◽  
Regression Method ◽  
Linear Regression Method ◽  
Monthly Precipitation ◽  
Precipitation Data ◽  
Multiple Regression Method ◽  
Multiple Imputation Method ◽  
Estimation Of Missing Data ◽  
Monthly Precipitation Data

The outcome of data analysis depends on the quality and completeness of data. This paper considers various techniques for filling in missing precipitation data. To assess suitability of the different methods for filling in missing data, monthly precipitation data collected at six different stations was considered. The complete sets (with no missing values) are used to predict monthly precipitation. The arithmetic averaging method, the multiple linear regression method, and the non-linear iterative partial least squares algorithm perform best. The multiple regression method provided a successful estimation of the missing precipitation data, which is supported by the results published in the literature. The multiple imputation method produced the most accurate results for precipitation data from five dependent stations. The decision-tree algorithm is explicit, and therefore it is used when insights into the decision making are needed. Comprehensive error analysis is presented.

scholarly journals Estimation of Missing Data and Maps of the Behaviour of Total Precipitation in Northern Colombia

2020 ◽  
Vol 13 (10) ◽  
pp. 2935
Author(s):  
Fernando Jove Wilches ◽  
Rodrigo Hernández Avila ◽  
Álvaro Rafael Caballero Guerrero
Keyword(s):  
Missing Data ◽  
Total Precipitation ◽  
Estimation Of Missing Data
Sign in / Sign up

Export Citation Format

Share Document