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Groundwater management decisions require robust methods that allow accurate predictive modeling of pollutant occurrences. In this study, random forest regression (RFR) was used for modeling groundwater nitrate contamination at the African continent scale. When compared to more conventional techniques, key ...
84. Hensher DA, Johnson LW. Applied Discrete Choice Modeling; 1981. 85. Mullahy J. Weighted least squares estimation of the linear probability model revisited. Econ Lett. 1990;32(1):35–41. 86. Cox DR. The regression analysis of binary sequences. J R Stat Soc. 1958; 20(2):215–42...
[46] J. Mandel, Use of the singular value decomposition in regression analysis, Am. Statist., 36 (1982), 15–24. https://doi.org/10.1080/00031305.1982.10482771 doi: 10.1080/00031305.1982.10482771 [47] A. Yildiz Ulus, Teaching the "diagonalization concept" in linear algebra with technology:...
The difference in difference (DID) linear regression was performed to assess the impact of HAP exposure on the HAZ score. y = β0 + β1 ∗ Fuel(SF ) + β2 ∗ post + β3 ∗ Fuel ∗ post + ε where: Y: Is the outcome variable. Fuel (Treatment): is a dummy variable ...
Multiple Linear Regression Instead of categorical predictors as in the t-test and 1-way ANOVA, multiple regression involves continu- ous and dummy independent variables. Although as a special case multiple regression could be used with dummy variables to conduct an ANOVA, the inten- tion here is...
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