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adjust_negative_predicted_features()
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Function to adjust any negative predicted features |
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aggregate_country_deciles_to_regions()
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Function to aggregate country deciles to regions |
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compute_components_data()
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Function to calculate coefficients from raw data |
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compute_deciles_lognormal()
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Function to compute deciles using lognormal distribution |
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compute_gini_deciles()
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Function to calculate GINI coefficient from deciles. |
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compute_lognormal_country()
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Function to compute lognormal distribution for individual countries. This is passed for parallelization. |
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compute_lognormal_dist()
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Function to compute lognormal density distribution for arbritary params |
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compute_palma_ratio()
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Function to calculate palma ratio from deciles |
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compute_PC_model_components()
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Function to calculate PC coefficients for future years |
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create_cores()
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parallelization function to generate multiple cores from the CPU. |
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erfinv()
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Create inverted error function. Will need this for lognormal calculations below. |
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get_centers()
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Helper function to calculate centers for the PC model. |
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get_deciles_from_components()
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Function to calculate deciles from components and coefficients |
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get_PCA_loadings()
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Helper function to get PC loadings or components from raw data |
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get_sd_center()
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Helper function to calculate centers and standard deviation for the PC model. |
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hello()
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Hello, World! |
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PC_model()
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Function to calculate deciles using PC model |