Function reference
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CausalGPS-package
CausalGPS
- The 'CausalGPS' package.
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estimate_gps()
- Estimate generalized propensity score (GPS) values
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generate_pseudo_pop()
- Generate pseudo population
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compile_pseudo_pop()
- Compile pseudo population
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check_covar_balance()
- Check covariate balance
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absolute_corr_fun()
- Check covariate balance using absolute approach
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absolute_weighted_corr_fun()
- Check Weighted Covariate Balance Using Absolute Approach
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estimate_npmetric_erf()
- Estimate smoothed exposure-response function (ERF) for pseudo population
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estimate_semipmetric_erf()
- Estimate semi-exposure-response function (semi-ERF).
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estimate_pmetric_erf()
- Estimate Parametric Exposure Response Function
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generate_syn_data()
- Generate synthetic data for the CausalGPS package
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set_logger()
- Set Logger Settings
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get_logger()
- Get Logger Settings
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plot(<gpsm_erf>)
- Extend generic plot functions for gpsm_erf class
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plot(<gpsm_pspop>)
- Extend generic plot functions for gpsm_erf class
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print(<gpsm_erf>)
- Extend print function for gpsm_erf object
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print(<gpsm_pspop>)
- Extend print function for gpsm_pspop object
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summary(<gpsm_erf>)
- print summary of gpsm_erf object
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summary(<gpsm_pspop>)
- print summary of gpsm_pspop object
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synthetic_us_2010
- Public data set for air pollution and health studies, case study: 2010 county-Level data set for the contiguous United States