Raport Badawczy = Research Report ; RB/41/2012
Instytut Badań Systemowych. Polska Akademia Nauk ; Systems Research Institute. Polish Academy of Sciences
6, 16-17 pages ; 21 cm ; Bibliography p. 18-19
This report presents a novel approach for allocation of spatially correlated data, such as emission inventories, to finer spatial scales, conditional on covariate information observable in a fine grid. Spatial dependence is modelled with the conditional autoregressive structure introduced into a linear model as a random effect. The maximum likelihood approach to inference is employed, and the optimal predictors are developed to assess missing values in a fine grid. The usefulness of the proposed technique is shown for agricultural sector of GHG inventory in Poland. An example of allocation of livestock data (a number of horses) from district to municipality level is analysed. The results indicate that the proposed method outperforms a naive and commonly used approach of proportional distribution.
Raport Badawczy = Research Report
Creative Commons Attribution BY 4.0 license
Copyright-protected material. [CC BY 4.0] May be used within the scope specified in Creative Commons Attribution BY 4.0 license, full text available at: ; -
Systems Research Institute of the Polish Academy of Sciences
Library of Systems Research Institute PAS
Oct 19, 2021
Jan 8, 2020
43
https://rcin.org.pl./publication/114043
Horabik-Pyzel, Joanna Nahorski, Zbigniew (1945– )
Bun, Rostyslav Charkovska, Nadiya Danylo, Olha Halushchak, Mariia Horabik-Pyzel, Joanna Jarnicka, Jolanta Nahorski, Zbigniew (1945– ) Striamets, Oleksandr Topylko, Petro
Bun, Rostyslav Charkovska, Nadiya Danylo, Olha Horabik-Pyzel, Joanna Jonas, Matthias Nahorski, Zbigniew (1945– ) Xiangyang, Xu
Bun, Rostyslav Horabik-Pyzel, Joanna Jarnicka, Jolanta Lesiv, Myroslava Nahorski, Zbigniew (1945– ) Shchepashchenko, Dmitry Shvidenko, Anatoly
Horabik-Pyzel, Joanna Nahorski, Zbigniew (1945– )
Boychuk, Petro Bun, Rostyslav Charkovska, Nadiya Danylo, Olha Galuschak, Mariya Horabik-Pyzel, Joanna Jarnicka, Jolanta Lesiv, Myroslava Nahorski, Zbigniew (1945– ) Topylko, Petro Yaremchyshyn, Olena Boychuk, Khrystyna
Boychuk, Petro Bun, Rostyslav Charkovska, Nadiya Danylo, Olha Galuschak, Mariya Horabik-Pyzel, Joanna Jarnicka, Jolanta Lesiv, Myroslava Nahorski, Zbigniew (1945– ) Topylko, Petro Yaremchyshyn, Olena Boychuk, Khrystyna
Bun, Rostyslav Charkovska, Nadiya Danylo, Olha Halushchak, Mariia Horabik-Pyzel, Joanna Jarnicka, Jolanta Nahorski, Zbigniew (1945– ) Striamets, Oleksandr Topylko, Petro Boychuk, Khrystyna