References
- The development of Agriculture (2023).https://education.nationalgeographic.org/resource/development-agriculture/ (Accessed: Oct., 2, 2023).
- A. Sharma, V. Kumar, B. Shahzad, M. Tanveer, G.P.S. Sidhu, N. Handa, S.K. Kohli, P. Yadav, A.S. Bali, R.D. Parihar, and O.I. Dar, "Worldwide pesticide usage and its impacts on ecosystem," SN Applied Sciences, vol.1, pp.1-16, Oct. 2019 https://doi.org/10.1007/s42452-019-1485-1
- I. Mahmood, S.R. Imadi, K. Shazadi, A. Gul, and K.R. Hakeem, "Effects of pesticides on environment," Plant, soil and microbes: Implications in Crop Science, vol.1, pp.253-269, Mar. 2016 https://doi.org/10.1007/978-3-319-27455-3_13
- F.P. Carvalho, "Agriculture, pesticides, food security and food safety," Environmental Science & Policy, vol.9, no.7-8, pp.685-692, Nov. 2006 https://doi.org/10.1016/j.envsci.2006.08.002
- P.C. Abhilash, and N. Singh, "Pesticide use and application: an Indian scenario," Journal of Hazardous Materials, vol.165, no.1-3, pp.1-12, Jun. 2009 https://doi.org/10.1016/j.jhazmat.2008.10.061
- J.P.G. Webster, R.G. Bowles, and N.T. Williams, "Estimating the economic benefits of alternative pesticide usage scenarios: wheat production in the United Kingdom," Crop Protection, vol.18, no.2, pp.83-89, Mar. 1999 https://doi.org/10.1016/S0261-2194(98)00085-4
- S. Rahman, "Farm-level pesticide use in Bangladesh: determinants and awareness," Agriculture, Ecosystems & Environment, vol.95, no.1, pp.241-252, Apr. 2003 https://doi.org/10.1016/S0167-8809(02)00089-0
- T.N. Liliane, and M.S. Charles, "Factors affecting yield of crops," Agronomy-climate change & food security, pp.9, Jul, 2020
- M. Lykogianni, E. Bempelou, F. Karamaouna, and K.A. Aliferis, "Do pesticides promote or hinder sustainability in agriculture? The challenge of sustainable use of pesticides in modern agriculture," Science of the Total Environment, vol.795, pp.148625, Nov. 2021
- A. Das, "Logistic regression," In Encyclopedia of Quality of Life and Well-Being Research, pp.1-2, Jan. 2021
- A. Worster, J. Fan, and A. Ismaila, "Understanding linear and logistic regression analyses," Canadian Journal of Emergency Medicine, vol.9, no.2, pp.111-113, Mar. 2007 https://doi.org/10.1017/S1481803500014883
- J. Tolles, and W.J. Meurer, "Logistic regression: relating patient characteristics to outcomes," Jama, vol.316, no.5, pp.533-534, Aug. 2016 https://doi.org/10.1001/jama.2016.7653
- E. Kupek, "Beyond logistic regression: structural equations modelling for binary variables and its application to investigating unobserved confounders," BMC Medical Research Methodology, vol.6, no.1, pp.1-10, Mar. 2006 https://doi.org/10.1186/1471-2288-6-13
- K.A. Bollen, and J. Pearl, Handbook of causal analysis for social research, Springer Dordrecht, pp. 301-328, 2013
- AV JantaHack: Machine Learning in Agriculture. (2020). https://www.kaggle.com/datasets/sumeetsawant/av-jantahack-machine-learning-in-agriculture/data?select=test.csv (Accessed: Sep., 4, 2023).
- L. Metcalf, and W. Casey, Cybersecurity and applied mathematics, Syngress, pp.43-65, 2016
- O. Cokluk, "Logistic Regression: Concept and Application," Educational Sciences: Theory and Practice, vol.10, no.3, pp.1397-1407, 2010
- C. Glymour, K. Zhang, and P. Spirtes, "Review of causal discovery methods based on graphical models," Frontiers in Genetics, vol.10, pp.524, Jun. 2019
- S. Shimizu, P.O. Hoyer, A. Hyvarinen, A. Kerminen, and M. Jordan, "A linear non-Gaussian acyclic model for causal discovery," Journal of Machine Learning Research, vol.7, no.10, Oct. 2006
- S. Shimizu, T. Inazumi, Y. Sogawa, A. Hyvarinen, Y. Kawahara, T. Washio, P.O. Hoyer, K. Bollen, and P. Hoyer, "DirectLiNGAM: A direct method for learning a linear non-Gaussian structural equation model," Journal of Machine Learning Research-JMLR, pp.1225-1248, Apr. 2011
- Causal Effect. (2023). https://lingam.readthedocs.io/en/latest/reference/causal_effect.html (Accessed: Sep., 10, 2023).