Entry: SPSbalan
Aliases: SPSbalan
Keywords: supervised propensity scoring covariate independence balance
Description: check for balance in X-covariate distributions by treatment within PS bins
URL: ../R\_HOME/library/USPS/html/SPSbalan.html

Entry: SPSloess
Aliases: SPSloess
Keywords: supervised propensity scoring LOESS outcome smoothing
Description: LOESS smoothing of outcome by treatment vs propensity score
URL: ../R\_HOME/library/USPS/html/SPSloess.html

Entry: SPSlogit
Aliases: SPSlogit
Keywords: supervised propensity scoring logistic regression prediction
Description: fit supervised propensity scores using logistic regression
URL: ../R\_HOME/library/USPS/html/SPSlogit.html

Entry: SPSnbins
Aliases: SPSnbins
Keywords: supervised propensity scoring number adjacent bins
Description: change the number of adjacent PS bins for accumulation
URL: ../R\_HOME/library/USPS/html/SPSnbins.html

Entry: SPSoutco
Aliases: SPSoutco
Keywords: supervised propensity scoring LTD outcome differences
Description: Average within PS bin LTDs accross bins
URL: ../R\_HOME/library/USPS/html/SPSoutco.html

Entry: SPSsmoot
Aliases: SPSsmoot
Keywords: supervised propensity scoring spline outcome smoothing
Description: spline smoothing of outcome by treatment vs propensity score
URL: ../R\_HOME/library/USPS/html/SPSsmoot.html

Entry: UPShclus
Aliases: UPShclus
Keywords: unsupervised propensity scoring hierarchical clustering
Description: hierarchically cluster patients on specified baseline x-covariates
URL: ../R\_HOME/library/USPS/html/UPShclus.html

Entry: UPSaccum
Aliases: UPSaccum
Keywords: unsupervised propensity scoring accumulation clustering
Description: specify parameters and prepare to accumulate clustering sensitivity statistics
URL: ../R\_HOME/library/USPS/html/UPSaccum.html

Entry: UPSnnltd
Aliases: plot.UPSnnltd, print.UPSnnltd
Keywords: unsupervised propensity scoring nearest neighbor LATE differences
Description: describe the LTD distribution for a specified number of clusters
URL: ../R\_HOME/library/USPS/html/UPSnntd.html
                        
Entry: UPSivadj
Aliases: plot.UPSivadj, print.UPSivadj
Keywords: unsupervised propensity scoring instrumental variable adjustment
Description: plot LATEs vs within cluster PS treatment percentages and fit a linear trend
URL: ../R\_HOME/library/USPS/html/UPSivadj.html

Entry: UPSgraph
Aliases: UPSgraph
Keywords: unsupervised propensity scoring sensitivity of LTDs and LATEs to number of clusters
Description: sensitivity plot of LTD and LATE mean +/-2 sigma limits vs numbers of clusters
URL: ../R\_HOME/library/USPS/html/UPSgraph.html