How to cite this paper
Arisanti, R., Hidayat, Y., Ginanjar, I., Purwandari, T., Juniarsih, A & Janatin, J. (2024). Unraveling educational networks: Data-driven exploration through multivariate regression, geographical clustering, and multidimensional scaling.International Journal of Data and Network Science, 8(2), 845-856.
Refrences
Adlakha, K., & Sharma, S. (2020). Brand positioning using Multidimensional Scaling technique: An application to herbal healthcare brands in Indian market. Vision, 24(3), 345-355. DOI: https://doi.org/10.1177/0972262919850930.
Arisanti, R., Pontoh, R., Winarni, S., & Aini, S. (2023). Assessing service availability and accessibility of healthcare facil-ities in Indonesia: A spatially-informed correspondence analysis with visual approach. Decision Science Letters, 12(3), 591-604. DOI: https://doi.org/10.5267/j.dsl.2023.4.005
Aryawwan, I. G. N., Sudiana, I., & Suardika, I. M. (2022). Clustering analysis of participation rate in education in Indone-sia. International Journal of Advanced Science and Technology, 28(7), 505-516. DOI: https://doi.org/10.21834/ijast.2022.28.7.505
Bai, J., & Li, K. (2014). Theory and methods of panel data models with interactive effects. The Annals of Statistics, 42(1), 142–70. DOI: http://www.jstor.org/stable/43556275
Baltagi, B. H. (2008). Econometric Analysis of Panel Data (Vol. 4). Chichester, England: John Wiley & Sons Ltd.
Baltagi, B. H., Feng, Q., & Kao, C. (2012). A Lagrange Multiplier test for cross-sectional dependence in a fixed effects panel data model. Journal of Econometrics, 170(1), 164-177. DOI: https://doi.org/10.1016/j.jeconom.2012.04.004
Bhattacharjee, P. S., Fujail, A. K. M., & Begum, S. A. (2017, December). A comparison of intrusion detection by K-means and fuzzy C-means clustering algorithm over the NSL-KDD dataset. In 2017 IEEE International Conference on Com-putational Intelligence and Computing Research (ICCIC) (pp. 1-6). IEEE. DOI: https://doi.org/10.1109/ICCIC.2017.8524401
Binkley, J. K., & Young, J. (2018). The Chow Test with Time Series-Cross Section Data. Available at SSRN 3212712. SSRN. DOI: http://dx.doi.org/10.2139/ssrn.3212712
Breusch, T. S., & Pagan, A. R. (1980). The Lagrange multiplier test and its applications to model specification in econo-metrics. The review of economic studies, 47(1), 239-253. DOI: https://doi.org/10.2307/2297111
Dreher, A. (2006). Does globalization affect growth? Evidence from a new index of globalization. Applied economics, 38(10), 1091-1110. DOI: 10.1080/00036840500392078.
Erda, G., Gunawan, C., & Erda, Z. (2023). Grouping Of Poverty In Indonesia Using K-Means With Silhouette Coefficient. Parameter: Journal of Statistics, 3(1), 1-6. DOI: https://doi.org/10.22487/27765660.2023.v3.i1.16435
Faguet, J. P. & Sanchez, F. (2006). Decentralization’s Effects on Educational Outcomes in Bolivia and Colombia. World Development, 36(7), 1294– 1316. DOI: https://doi.org/10.1016/j.worlddev.2007.06.021
Greene, W. H. (2000). Solutions and Applications Manual: Econometric Analysis. 6th ed., New Jersey: Prentice Hall.
Hsiao, C. (2003). Analysis of Panel Data. Cambridge University Press, Cambridge.
Ioan, B., Malar Kumaran, R., Larissa, B., Anca, N., Lucian, G., Gheorghe, F., ... & Mircea-Iosif, R. (2020). A panel data analysis on sustainable economic growth in India, Brazil, and Romania. Journal of Risk and Financial Management, 13(8), 170. DOI: https://doi.org/10.3390/jrfm13080170
Johnson, R. A., & Wichern, D. W. (2007). Applied Multivariate Statistical Analysis. (6th ed.). Upper Saddle River, NJ: Prentice-Hall.
Rabinowitz, G. B. (1975). An introduction to nonmetric multidimensional scaling. American Journal of Political Science, 19(2), 343-390. DOI: https://doi.org/10.2307/2110441.
Struyf, A., Hubert, M., & Rousseeuw, P. (1997). Clustering in an object-oriented environment. Journal of Statistical Soft-ware, 1, 1-30.
Arisanti, R., Pontoh, R., Winarni, S., & Aini, S. (2023). Assessing service availability and accessibility of healthcare facil-ities in Indonesia: A spatially-informed correspondence analysis with visual approach. Decision Science Letters, 12(3), 591-604. DOI: https://doi.org/10.5267/j.dsl.2023.4.005
Aryawwan, I. G. N., Sudiana, I., & Suardika, I. M. (2022). Clustering analysis of participation rate in education in Indone-sia. International Journal of Advanced Science and Technology, 28(7), 505-516. DOI: https://doi.org/10.21834/ijast.2022.28.7.505
Bai, J., & Li, K. (2014). Theory and methods of panel data models with interactive effects. The Annals of Statistics, 42(1), 142–70. DOI: http://www.jstor.org/stable/43556275
Baltagi, B. H. (2008). Econometric Analysis of Panel Data (Vol. 4). Chichester, England: John Wiley & Sons Ltd.
Baltagi, B. H., Feng, Q., & Kao, C. (2012). A Lagrange Multiplier test for cross-sectional dependence in a fixed effects panel data model. Journal of Econometrics, 170(1), 164-177. DOI: https://doi.org/10.1016/j.jeconom.2012.04.004
Bhattacharjee, P. S., Fujail, A. K. M., & Begum, S. A. (2017, December). A comparison of intrusion detection by K-means and fuzzy C-means clustering algorithm over the NSL-KDD dataset. In 2017 IEEE International Conference on Com-putational Intelligence and Computing Research (ICCIC) (pp. 1-6). IEEE. DOI: https://doi.org/10.1109/ICCIC.2017.8524401
Binkley, J. K., & Young, J. (2018). The Chow Test with Time Series-Cross Section Data. Available at SSRN 3212712. SSRN. DOI: http://dx.doi.org/10.2139/ssrn.3212712
Breusch, T. S., & Pagan, A. R. (1980). The Lagrange multiplier test and its applications to model specification in econo-metrics. The review of economic studies, 47(1), 239-253. DOI: https://doi.org/10.2307/2297111
Dreher, A. (2006). Does globalization affect growth? Evidence from a new index of globalization. Applied economics, 38(10), 1091-1110. DOI: 10.1080/00036840500392078.
Erda, G., Gunawan, C., & Erda, Z. (2023). Grouping Of Poverty In Indonesia Using K-Means With Silhouette Coefficient. Parameter: Journal of Statistics, 3(1), 1-6. DOI: https://doi.org/10.22487/27765660.2023.v3.i1.16435
Faguet, J. P. & Sanchez, F. (2006). Decentralization’s Effects on Educational Outcomes in Bolivia and Colombia. World Development, 36(7), 1294– 1316. DOI: https://doi.org/10.1016/j.worlddev.2007.06.021
Greene, W. H. (2000). Solutions and Applications Manual: Econometric Analysis. 6th ed., New Jersey: Prentice Hall.
Hsiao, C. (2003). Analysis of Panel Data. Cambridge University Press, Cambridge.
Ioan, B., Malar Kumaran, R., Larissa, B., Anca, N., Lucian, G., Gheorghe, F., ... & Mircea-Iosif, R. (2020). A panel data analysis on sustainable economic growth in India, Brazil, and Romania. Journal of Risk and Financial Management, 13(8), 170. DOI: https://doi.org/10.3390/jrfm13080170
Johnson, R. A., & Wichern, D. W. (2007). Applied Multivariate Statistical Analysis. (6th ed.). Upper Saddle River, NJ: Prentice-Hall.
Rabinowitz, G. B. (1975). An introduction to nonmetric multidimensional scaling. American Journal of Political Science, 19(2), 343-390. DOI: https://doi.org/10.2307/2110441.
Struyf, A., Hubert, M., & Rousseeuw, P. (1997). Clustering in an object-oriented environment. Journal of Statistical Soft-ware, 1, 1-30.