bootSummary2: Compute usual summary stats of 'sum' index in (-100, 100)...

View source: R/bootSummary2.R

bootSummary2R Documentation

Compute usual summary stats of 'sum' index in (-100, 100) from bootPair2


The ‘2’ in the name of the function suggests a second implementation where exact stochastic dominance, decileVote and momentVote are used. Begin with the output of bootPairs function, a (n999 by p-1) matrix when there are p columns of data, bootSummary produces a (6 by p-1) mtx of summary of bootstrap ouput (Min, 1st Qu,Median, Mean, 3rd Qi.,Max)


bootSummary2(out, per100 = TRUE)



output from bootPair2 with p-1 columns and n999 rows in input here


logical (default per100=TRUE) to change the range of 'sum' to [-100, 100] values which are easier to interpret


summ a summary matrix (n999 by p-1) having usual parameters using the output of bootPair2(mtx) Each containing resampled ‘sum’ values summarizing the weighted sums associated with all three criteria from the function silentPair2(mtx) applied to each bootstrap sample separately.


Prof. H. D. Vinod, Economics Dept., Fordham University, NY


Vinod, H. D. 'Generalized Correlation and Kernel Causality with Applications in Development Economics' in Communications in Statistics -Simulation and Computation, 2015, \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1080/03610918.2015.1122048")}

Vinod, H. D. and Lopez-de-Lacalle, J. (2009). 'Maximum entropy bootstrap for time series: The meboot R package.' Journal of Statistical Software, Vol. 29(5), pp. 1-19.

Vinod, H. D. Causal Paths and Exogeneity Tests in Generalcorr Package for Air Pollution and Monetary Policy (June 6, 2017). Available at SSRN:

See Also

See Also silentPairs.


## Not run: 
options(np.messages = FALSE)
bootSummary2(bb) #gives summary stats for n999 bootstrap sum computations

bootSummary2(bb)#signs for n999 bootstrap sum computations

bb=bootPair2(cbind(crim,off),n999=29) #col.1= crim causes off 
#hence positive signs are more intuitively meaningful.
#note that n999=29 is too small for real problems, chosen for quickness here.
bootSummary2(bb)#signs for n999 bootstrap sum computations

## End(Not run)

generalCorr documentation built on Oct. 10, 2023, 1:06 a.m.