generalCorr
Generalized Correlations, Causal Paths and Portfolio Selection
Description
Function gmcmtx0() computes a more reliable (general) correlation matrix. Since causal paths from data are important for all sciences, the package provides many sophisticated functions. causeSummBlk() and causeSum2Blk() give easy-to-interpret causal paths. Let Z denote control variables and compare two flipped kernel regressions: X=f(Y, Z)+e1 and Y=g(X, Z)+e2. Our criterion Cr1 says that if |e1*Y|>|e2*X| then variation in X is more "exogenous or independent" than in Y, and the causal path is X to Y. Criterion Cr2 requires |e2|<|e1|. These inequalities between many absolute values are quantified by four orders of stochastic dominance. Our third criterion Cr3, for the causal path X to Y, requires new generalized partial correlations to satisfy |r*(x|y,z)|< |r*(y|x,z)|. The function parcorVec() reports generalized partials between the first variable and all others. The package provides several R functions including get0outliers() for outlier detection, bigfp() for numerical integration by the trapezoidal rule, stochdom2() for stochastic dominance, pillar3D() for 3D charts, canonRho() for generalized canonical correlations, depMeas() measures nonlinear dependence, and causeSummary(mtx) reports summary of causal paths among matrix columns. Portfolio selection: decileVote(), momentVote(), dif4mtx(), exactSdMtx() can rank several stocks. Functions whose names begin with 'boot' provide bootstrap statistical inference, including a new bootGcRsq() test for "Granger-causality" allowing nonlinear relations. A new tool for evaluation of out-of-sample portfolio performance is outOFsamp(). Panel data implementation is now included. See eight vignettes of the package for theory, examples, and usage tips. See Vinod (2019) \doi{10.1080/03610918.2015.1122048}.
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Check details (16 non-OK)
CRAN incoming feasibility
Maintainer: ‘H. D. Vinod <vinod@fordham.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Prof.", "H.", "D."),
family = "Vinod",
role = "aut"),
person(given = "Fordham",
family = "University",
role = "aut"),
person(family = "NY.",
role = "aut"),
person(given = c("H.", "D."),
family = "Vinod",
role = "cre",
email = "vinod@fordham.edu"))
as necessary.
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootGcRsq.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootPairs.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootPairs0.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootQuantile.Rd:20-28: Lost braces
20 | CI {k quantiles evaluated at probs as a matrix with k rows
| ^
checkRd: (-1) bootSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSignPcent.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSummary.Rd:16-21: Lost braces
16 | summ {summary output from the (n999 by p-1) matrix
| ^
checkRd: (-1) bootSummary2.Rd:16-21: Lost braces
16 | summ {a summary matrix (n999 by p-1) having usual parameters
| ^
checkRd: (-1) causeSum2Panel.Rd:94: Lost braces
94 | fminmax=function(x){min(x)==max(x)}.
| ^
checkRd: (-1) causeSum2Panel.Rd:106: Lost braces
106 | We identify degeneracy using "fminmax=function(x){min(x)==max(x)}"
| ^
checkRd: (-1) probSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) somePairs.Rd:39: Lost braces; missing escapes or markup?
39 | {(typ=2)}
| ^
checkRd: (-1) somePairs.Rd:44: Lost braces; missing escapes or markup?
44 | {(typ=3)}
| ^
checkRd: (-1) somePairs2.Rd:43: Lost braces; missing escapes or markup?
43 | {(typ=2)}
| ^
checkRd: (-1) somePairs2.Rd:48: Lost braces; missing escapes or markup?
48 | {(typ=3)}
| ^
CRAN incoming feasibility
Maintainer: ‘H. D. Vinod <vinod@fordham.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Prof.", "H.", "D."),
family = "Vinod",
role = "aut"),
person(given = "Fordham",
family = "University",
role = "aut"),
person(family = "NY.",
role = "aut"),
person(given = c("H.", "D."),
family = "Vinod",
role = "cre",
email = "vinod@fordham.edu"))
as necessary.
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootGcRsq.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootPairs.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootPairs0.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootQuantile.Rd:20-28: Lost braces
20 | CI {k quantiles evaluated at probs as a matrix with k rows
| ^
checkRd: (-1) bootSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSignPcent.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSummary.Rd:16-21: Lost braces
16 | summ {summary output from the (n999 by p-1) matrix
| ^
checkRd: (-1) bootSummary2.Rd:16-21: Lost braces
16 | summ {a summary matrix (n999 by p-1) having usual parameters
| ^
checkRd: (-1) causeSum2Panel.Rd:94: Lost braces
94 | fminmax=function(x){min(x)==max(x)}.
| ^
checkRd: (-1) causeSum2Panel.Rd:106: Lost braces
106 | We identify degeneracy using "fminmax=function(x){min(x)==max(x)}"
| ^
checkRd: (-1) probSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) somePairs.Rd:39: Lost braces; missing escapes or markup?
39 | {(typ=2)}
| ^
checkRd: (-1) somePairs.Rd:44: Lost braces; missing escapes or markup?
44 | {(typ=3)}
| ^
checkRd: (-1) somePairs2.Rd:43: Lost braces; missing escapes or markup?
43 | {(typ=2)}
| ^
checkRd: (-1) somePairs2.Rd:48: Lost braces; missing escapes or markup?
48 | {(typ=3)}
| ^
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootGcRsq.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootPairs.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootPairs0.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootQuantile.Rd:20-28: Lost braces
20 | CI {k quantiles evaluated at probs as a matrix with k rows
| ^
checkRd: (-1) bootSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSignPcent.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSummary.Rd:16-21: Lost braces
16 | summ {summary output from the (n999 by p-1) matrix
| ^
checkRd: (-1) bootSummary2.Rd:16-21: Lost braces
16 | summ {a summary matrix (n999 by p-1) having usual parameters
| ^
checkRd: (-1) causeSum2Panel.Rd:94: Lost braces
94 | fminmax=function(x){min(x)==max(x)}.
| ^
checkRd: (-1) causeSum2Panel.Rd:106: Lost braces
106 | We identify degeneracy using "fminmax=function(x){min(x)==max(x)}"
| ^
checkRd: (-1) probSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) somePairs.Rd:39: Lost braces; missing escapes or markup?
39 | {(typ=2)}
| ^
checkRd: (-1) somePairs.Rd:44: Lost braces; missing escapes or markup?
44 | {(typ=3)}
| ^
checkRd: (-1) somePairs2.Rd:43: Lost braces; missing escapes or markup?
43 | {(typ=2)}
| ^
checkRd: (-1) somePairs2.Rd:48: Lost braces; missing escapes or markup?
48 | {(typ=3)}
| ^
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootGcRsq.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootPairs.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootPairs0.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootQuantile.Rd:20-28: Lost braces
20 | CI {k quantiles evaluated at probs as a matrix with k rows
| ^
checkRd: (-1) bootSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSignPcent.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSummary.Rd:16-21: Lost braces
16 | summ {summary output from the (n999 by p-1) matrix
| ^
checkRd: (-1) bootSummary2.Rd:16-21: Lost braces
16 | summ {a summary matrix (n999 by p-1) having usual parameters
| ^
checkRd: (-1) causeSum2Panel.Rd:94: Lost braces
94 | fminmax=function(x){min(x)==max(x)}.
| ^
checkRd: (-1) causeSum2Panel.Rd:106: Lost braces
106 | We identify degeneracy using "fminmax=function(x){min(x)==max(x)}"
| ^
checkRd: (-1) probSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) somePairs.Rd:39: Lost braces; missing escapes or markup?
39 | {(typ=2)}
| ^
checkRd: (-1) somePairs.Rd:44: Lost braces; missing escapes or markup?
44 | {(typ=3)}
| ^
checkRd: (-1) somePairs2.Rd:43: Lost braces; missing escapes or markup?
43 | {(typ=2)}
| ^
checkRd: (-1) somePairs2.Rd:48: Lost braces; missing escapes or markup?
48 | {(typ=3)}
| ^
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootGcRsq.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootPairs.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootPairs0.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootQuantile.Rd:20-28: Lost braces
20 | CI {k quantiles evaluated at probs as a matrix with k rows
| ^
checkRd: (-1) bootSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSignPcent.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSummary.Rd:16-21: Lost braces
16 | summ {summary output from the (n999 by p-1) matrix
| ^
checkRd: (-1) bootSummary2.Rd:16-21: Lost braces
16 | summ {a summary matrix (n999 by p-1) having usual parameters
| ^
checkRd: (-1) causeSum2Panel.Rd:94: Lost braces
94 | fminmax=function(x){min(x)==max(x)}.
| ^
checkRd: (-1) causeSum2Panel.Rd:106: Lost braces
106 | We identify degeneracy using "fminmax=function(x){min(x)==max(x)}"
| ^
checkRd: (-1) probSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) somePairs.Rd:39: Lost braces; missing escapes or markup?
39 | {(typ=2)}
| ^
checkRd: (-1) somePairs.Rd:44: Lost braces; missing escapes or markup?
44 | {(typ=3)}
| ^
checkRd: (-1) somePairs2.Rd:43: Lost braces; missing escapes or markup?
43 | {(typ=2)}
| ^
checkRd: (-1) somePairs2.Rd:48: Lost braces; missing escapes or markup?
48 | {(typ=3)}
| ^
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootGcRsq.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootPairs.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootPairs0.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootQuantile.Rd:20-28: Lost braces
20 | CI {k quantiles evaluated at probs as a matrix with k rows
| ^
checkRd: (-1) bootSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSignPcent.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSummary.Rd:16-21: Lost braces
16 | summ {summary output from the (n999 by p-1) matrix
| ^
checkRd: (-1) bootSummary2.Rd:16-21: Lost braces
16 | summ {a summary matrix (n999 by p-1) having usual parameters
| ^
checkRd: (-1) causeSum2Panel.Rd:94: Lost braces
94 | fminmax=function(x){min(x)==max(x)}.
| ^
checkRd: (-1) causeSum2Panel.Rd:106: Lost braces
106 | We identify degeneracy using "fminmax=function(x){min(x)==max(x)}"
| ^
checkRd: (-1) probSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) somePairs.Rd:39: Lost braces; missing escapes or markup?
39 | {(typ=2)}
| ^
checkRd: (-1) somePairs.Rd:44: Lost braces; missing escapes or markup?
44 | {(typ=3)}
| ^
checkRd: (-1) somePairs2.Rd:43: Lost braces; missing escapes or markup?
43 | {(typ=2)}
| ^
checkRd: (-1) somePairs2.Rd:48: Lost braces; missing escapes or markup?
48 | {(typ=3)}
| ^
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootGcRsq.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootPairs.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootPairs0.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootQuantile.Rd:20-28: Lost braces
20 | CI {k quantiles evaluated at probs as a matrix with k rows
| ^
checkRd: (-1) bootSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSignPcent.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSummary.Rd:16-21: Lost braces
16 | summ {summary output from the (n999 by p-1) matrix
| ^
checkRd: (-1) bootSummary2.Rd:16-21: Lost braces
16 | summ {a summary matrix (n999 by p-1) having usual parameters
| ^
checkRd: (-1) causeSum2Panel.Rd:94: Lost braces
94 | fminmax=function(x){min(x)==max(x)}.
| ^
checkRd: (-1) causeSum2Panel.Rd:106: Lost braces
106 | We identify degeneracy using "fminmax=function(x){min(x)==max(x)}"
| ^
checkRd: (-1) probSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) somePairs.Rd:39: Lost braces; missing escapes or markup?
39 | {(typ=2)}
| ^
checkRd: (-1) somePairs.Rd:44: Lost braces; missing escapes or markup?
44 | {(typ=3)}
| ^
checkRd: (-1) somePairs2.Rd:43: Lost braces; missing escapes or markup?
43 | {(typ=2)}
| ^
checkRd: (-1) somePairs2.Rd:48: Lost braces; missing escapes or markup?
48 | {(typ=3)}
| ^
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootGcRsq.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootPairs.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootPairs0.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootQuantile.Rd:20-28: Lost braces
20 | CI {k quantiles evaluated at probs as a matrix with k rows
| ^
checkRd: (-1) bootSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSignPcent.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSummary.Rd:16-21: Lost braces
16 | summ {summary output from the (n999 by p-1) matrix
| ^
checkRd: (-1) bootSummary2.Rd:16-21: Lost braces
16 | summ {a summary matrix (n999 by p-1) having usual parameters
| ^
checkRd: (-1) causeSum2Panel.Rd:94: Lost braces
94 | fminmax=function(x){min(x)==max(x)}.
| ^
checkRd: (-1) causeSum2Panel.Rd:106: Lost braces
106 | We identify degeneracy using "fminmax=function(x){min(x)==max(x)}"
| ^
checkRd: (-1) probSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) somePairs.Rd:39: Lost braces; missing escapes or markup?
39 | {(typ=2)}
| ^
checkRd: (-1) somePairs.Rd:44: Lost braces; missing escapes or markup?
44 | {(typ=3)}
| ^
checkRd: (-1) somePairs2.Rd:43: Lost braces; missing escapes or markup?
43 | {(typ=2)}
| ^
checkRd: (-1) somePairs2.Rd:48: Lost braces; missing escapes or markup?
48 | {(typ=3)}
| ^
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootGcRsq.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootPairs.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootPairs0.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootQuantile.Rd:20-28: Lost braces
20 | CI {k quantiles evaluated at probs as a matrix with k rows
| ^
checkRd: (-1) bootSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSignPcent.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSummary.Rd:16-21: Lost braces
16 | summ {summary output from the (n999 by p-1) matrix
| ^
checkRd: (-1) bootSummary2.Rd:16-21: Lost braces
16 | summ {a summary matrix (n999 by p-1) having usual parameters
| ^
checkRd: (-1) causeSum2Panel.Rd:94: Lost braces
94 | fminmax=function(x){min(x)==max(x)}.
| ^
checkRd: (-1) causeSum2Panel.Rd:106: Lost braces
106 | We identify degeneracy using "fminmax=function(x){min(x)==max(x)}"
| ^
checkRd: (-1) probSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) somePairs.Rd:39: Lost braces; missing escapes or markup?
39 | {(typ=2)}
| ^
checkRd: (-1) somePairs.Rd:44: Lost braces; missing escapes or markup?
44 | {(typ=3)}
| ^
checkRd: (-1) somePairs2.Rd:43: Lost braces; missing escapes or markup?
43 | {(typ=2)}
| ^
checkRd: (-1) somePairs2.Rd:48: Lost braces; missing escapes or markup?
48 | {(typ=3)}
| ^
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootGcRsq.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootPairs.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootPairs0.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootQuantile.Rd:20-28: Lost braces
20 | CI {k quantiles evaluated at probs as a matrix with k rows
| ^
checkRd: (-1) bootSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSignPcent.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSummary.Rd:16-21: Lost braces
16 | summ {summary output from the (n999 by p-1) matrix
| ^
checkRd: (-1) bootSummary2.Rd:16-21: Lost braces
16 | summ {a summary matrix (n999 by p-1) having usual parameters
| ^
checkRd: (-1) causeSum2Panel.Rd:94: Lost braces
94 | fminmax=function(x){min(x)==max(x)}.
| ^
checkRd: (-1) causeSum2Panel.Rd:106: Lost braces
106 | We identify degeneracy using "fminmax=function(x){min(x)==max(x)}"
| ^
checkRd: (-1) probSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) somePairs.Rd:39: Lost braces; missing escapes or markup?
39 | {(typ=2)}
| ^
checkRd: (-1) somePairs.Rd:44: Lost braces; missing escapes or markup?
44 | {(typ=3)}
| ^
checkRd: (-1) somePairs2.Rd:43: Lost braces; missing escapes or markup?
43 | {(typ=2)}
| ^
checkRd: (-1) somePairs2.Rd:48: Lost braces; missing escapes or markup?
48 | {(typ=3)}
| ^
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootGcRsq.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootPairs.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootPairs0.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootQuantile.Rd:20-28: Lost braces
20 | CI {k quantiles evaluated at probs as a matrix with k rows
| ^
checkRd: (-1) bootSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSignPcent.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSummary.Rd:16-21: Lost braces
16 | summ {summary output from the (n999 by p-1) matrix
| ^
checkRd: (-1) bootSummary2.Rd:16-21: Lost braces
16 | summ {a summary matrix (n999 by p-1) having usual parameters
| ^
checkRd: (-1) causeSum2Panel.Rd:94: Lost braces
94 | fminmax=function(x){min(x)==max(x)}.
| ^
checkRd: (-1) causeSum2Panel.Rd:106: Lost braces
106 | We identify degeneracy using "fminmax=function(x){min(x)==max(x)}"
| ^
checkRd: (-1) probSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) somePairs.Rd:39: Lost braces; missing escapes or markup?
39 | {(typ=2)}
| ^
checkRd: (-1) somePairs.Rd:44: Lost braces; missing escapes or markup?
44 | {(typ=3)}
| ^
checkRd: (-1) somePairs2.Rd:43: Lost braces; missing escapes or markup?
43 | {(typ=2)}
| ^
checkRd: (-1) somePairs2.Rd:48: Lost braces; missing escapes or markup?
48 | {(typ=3)}
| ^
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootGcRsq.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootPairs.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootPairs0.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootQuantile.Rd:20-28: Lost braces
20 | CI {k quantiles evaluated at probs as a matrix with k rows
| ^
checkRd: (-1) bootSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSignPcent.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSummary.Rd:16-21: Lost braces
16 | summ {summary output from the (n999 by p-1) matrix
| ^
checkRd: (-1) bootSummary2.Rd:16-21: Lost braces
16 | summ {a summary matrix (n999 by p-1) having usual parameters
| ^
checkRd: (-1) causeSum2Panel.Rd:94: Lost braces
94 | fminmax=function(x){min(x)==max(x)}.
| ^
checkRd: (-1) causeSum2Panel.Rd:106: Lost braces
106 | We identify degeneracy using "fminmax=function(x){min(x)==max(x)}"
| ^
checkRd: (-1) probSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) somePairs.Rd:39: Lost braces; missing escapes or markup?
39 | {(typ=2)}
| ^
checkRd: (-1) somePairs.Rd:44: Lost braces; missing escapes or markup?
44 | {(typ=3)}
| ^
checkRd: (-1) somePairs2.Rd:43: Lost braces; missing escapes or markup?
43 | {(typ=2)}
| ^
checkRd: (-1) somePairs2.Rd:48: Lost braces; missing escapes or markup?
48 | {(typ=3)}
| ^
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootGcRsq.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootPairs.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootPairs0.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootQuantile.Rd:20-28: Lost braces
20 | CI {k quantiles evaluated at probs as a matrix with k rows
| ^
checkRd: (-1) bootSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSignPcent.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSummary.Rd:16-21: Lost braces
16 | summ {summary output from the (n999 by p-1) matrix
| ^
checkRd: (-1) bootSummary2.Rd:16-21: Lost braces
16 | summ {a summary matrix (n999 by p-1) having usual parameters
| ^
checkRd: (-1) causeSum2Panel.Rd:94: Lost braces
94 | fminmax=function(x){min(x)==max(x)}.
| ^
checkRd: (-1) causeSum2Panel.Rd:106: Lost braces
106 | We identify degeneracy using "fminmax=function(x){min(x)==max(x)}"
| ^
checkRd: (-1) probSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) somePairs.Rd:39: Lost braces; missing escapes or markup?
39 | {(typ=2)}
| ^
checkRd: (-1) somePairs.Rd:44: Lost braces; missing escapes or markup?
44 | {(typ=3)}
| ^
checkRd: (-1) somePairs2.Rd:43: Lost braces; missing escapes or markup?
43 | {(typ=2)}
| ^
checkRd: (-1) somePairs2.Rd:48: Lost braces; missing escapes or markup?
48 | {(typ=3)}
| ^
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootGcRsq.Rd:26: Lost braces; missing escapes or markup?
26 | out {is n999 X 3 matrix for 3 outputs of GcauseX12 resampled}
| ^
checkRd: (-1) bootPairs.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootPairs0.Rd:18-22: Lost braces
18 | out {When \code{mtx} has p columns, \code{out}
| ^
checkRd: (-1) bootQuantile.Rd:20-28: Lost braces
20 | CI {k quantiles evaluated at probs as a matrix with k rows
| ^
checkRd: (-1) bootSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSignPcent.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) bootSummary.Rd:16-21: Lost braces
16 | summ {summary output from the (n999 by p-1) matrix
| ^
checkRd: (-1) bootSummary2.Rd:16-21: Lost braces
16 | summ {a summary matrix (n999 by p-1) having usual parameters
| ^
checkRd: (-1) causeSum2Panel.Rd:94: Lost braces
94 | fminmax=function(x){min(x)==max(x)}.
| ^
checkRd: (-1) causeSum2Panel.Rd:106: Lost braces
106 | We identify degeneracy using "fminmax=function(x){min(x)==max(x)}"
| ^
checkRd: (-1) probSign.Rd:17-25: Lost braces
17 | sgn {When \code{mtx} has p columns, \code{sgn}
| ^
checkRd: (-1) somePairs.Rd:39: Lost braces; missing escapes or markup?
39 | {(typ=2)}
| ^
checkRd: (-1) somePairs.Rd:44: Lost braces; missing escapes or markup?
44 | {(typ=3)}
| ^
checkRd: (-1) somePairs2.Rd:43: Lost braces; missing escapes or markup?
43 | {(typ=2)}
| ^
checkRd: (-1) somePairs2.Rd:48: Lost braces; missing escapes or markup?
48 | {(typ=3)}
| ^
Check History
NOTE 0 OK · 14 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
CRAN incoming feasibility
Maintainer: ‘H. D. Vinod <vinod@fordham.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Prof.", "H.", "D."),
family = "Vinod",
role = "aut"),
person(given = "Fordham",
family = "University",
role = "aut"),
person(family = "NY.",
role = "aut"),
person(given = c("H.", "D."),
CRAN incoming feasibility
Maintainer: ‘H. D. Vinod <vinod@fordham.edu>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Prof.", "H.", "D."),
family = "Vinod",
role = "aut"),
person(given = "Fordham",
family = "University",
role = "aut"),
person(family = "NY.",
role = "aut"),
person(given = c("H.", "D."),
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.
Rd files
checkRd: (-1) EuroCrime.Rd:18: Lost braces; missing escapes or markup?
18 | \item\code{Country} {Name of the European country}
| ^
checkRd: (-1) EuroCrime.Rd:19: Lost braces; missing escapes or markup?
19 | \item\code{crim} {Per capita crime rate}
| ^
checkRd: (-1) EuroCrime.Rd:20: Lost braces; missing escapes or markup?
20 | \item\code{off} {Per capita deployment of police officers}
| ^
checkRd: (-1) bootGcLC.