| Type: | Package |
| Title: | High Order Spatial Matrix |
| Version: | 0.1.0 |
| Author: | Fadhlul Mubarak [aut, cre], Sukru Acitas [aut], Atilla Aslanargun [aut], Ilyas Siklar [aut], Vinny Yuliani Sundara [aut] |
| Maintainer: | Fadhlul Mubarak <mubarakfadhlul@gmail.com> |
| Description: | Automatically displays the order and spatial weighting matrix of the distance between locations. This concept was derived from the research of Mubarak, Aslanargun, and Siklar (2021) <doi:10.52403/ijrr.20211150> and Mubarak, Aslanargun, and Siklar (2022) <doi:10.17654/0972361722052>. Distance data between locations can be imported from 'Ms. Excel', 'maps' package or created in 'R' programming directly. This package also provides 5 simulations of distances between locations derived from fictitious data, the 'maps' package, and from research by Mubarak, Aslanargun, and Siklar (2022) <doi:10.29244/ijsa.v6i1p90-100>. |
| License: | GPL-3 |
| URL: | https://github.com/mubarakfadhlul/hosm |
| Encoding: | UTF-8 |
| LazyData: | true |
| RoxygenNote: | 7.2.3 |
| Depends: | R (≥ 2.10) |
| Imports: | maps, sf, tidyverse, units, tibble, readxl |
| NeedsCompilation: | no |
| Packaged: | 2023-07-17 14:39:53 UTC; HP |
| Repository: | CRAN |
| Date/Publication: | 2023-07-18 09:20:05 UTC |
Creates high order spatial matrix of the distance between locations
Description
Creates high order spatial matrix of the distance between locations
Usage
hosm(data)
Arguments
data |
dataframes from distances between locations |
Value
A list the order and spatial weighting matrix of the distance between locations
References
Mubarak, F., Aslanargun, A., & Sıklar, I. (2022). GSTARIMA Model with Missing Value for Forecasting Gold Price. Indonesian Journal of Statistics and Its Applications, 6(1), 90–100. https://doi.org/10.29244/ijsa.v6i1p90-100
Mubarak, F., Aslanargun, A., & Sıklar, I. (2021). High order spatial weighting matrix using Google Trends. Int J Res Rev, 8(11), 388–396. https://doi.org/10.52403/ijrr.20211150
Mubarak, F., Aslanargun, A., & Sıklar, İ. (2022). Higher-order spatial classification using Google trends data during covid-19. Adv. Appl. Stat., 78, 93–103. https://doi.org/10.17654/0972361722052
Examples
hosm(simulation1)
hosm(simulation2)
hosm(simulation3)
hosm(simulation4)
hosm(simulation5)
Simulation 1 for High Order Spatial Matrix
Description
Simulation 1 for High Order Spatial Matrix
Usage
simulation1
Format
A data frame with 4 locations:
- X
Name of Location
- X1
1st Location
- X2
2nd Location
- X3
3rd Location
- X4
4th Location
Examples
data(simulation1)
Simulation 2 for High Order Spatial Matrix
Description
Simulation 2 for High Order Spatial Matrix
Usage
simulation2
Format
A data frame with 5 locations:
- Location
Name of Location
- 'Amman (Jordan)
'Amman City in Jordan
- Abu Dhabi (United Arab Emirates)
Abu Dhabi City in United Arab Emirates
- Abuja (Nigeria)
Abuja City in Nigeria
- Accra (Ghana)
Accra City in Ghana
- Adamstown (Pitcairn)
Adamstown City in Pitcairn
Examples
data(simulation2)
Simulation 3 for High Order Spatial Matrix
Description
Simulation 3 for High Order Spatial Matrix
Usage
simulation3
Format
A data frame with 5 locations:
- Location
Name of Location
- Yaren (Nauru)
Yaren City in Nauru
- Yerevan (Armenia)
Yerevan City in Armenia
- Zagreb (Croatia)
Zagreb City in Croatia
- al-'Ayun (Western Sahara)
al-'Ayun City in Western Sahara
- al-Kuwayt (Kuwait)
al-Kuwayt in (Kuwait)
Examples
data(simulation3)
Simulation 4 for High Order Spatial Matrix
Description
Simulation 4 for High Order Spatial Matrix
Usage
simulation4
Format
A data frame with 4 locations:
- Location
Name of Location
- Ankara (Turkey)
Ankara City in Turkey
- Jakarta (Indonesia)
Jakarta City in Indonesia
- London (UK)
London City in UK
- Washington (USA)
Washington in USA
Examples
data(simulation4)
Simulation 5 for High Order Spatial Matrix
Description
Simulation 5 for High Order Spatial Matrix
Usage
simulation5
Format
A data frame with 4 locations:
- Location
Name of Location
- Banda Aceh (Indonesia)
Banda Aceh City in Indonesia
- Edison (USA)
Edison City in USA
- Hakkari (Turkey)
Hakkari City in Turkey
- London (UK)
London City in UK
Examples
data(simulation5)