Advanced and Fast Data Transformation


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Documentation for package ‘collapse’ version 1.0.0

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A B C D F G H I L M N P Q R S T U V W misc

collapse-package Advanced and Fast Data Transformation

-- A --

A0-collapse-documentation Collapse Documentation & Overview
A1-fast-statistical-functions Fast (Grouped, Weighted) Statistical Functions for Matrix-Like Objects
A2-fast-grouping Fast Grouping / 'collapse' Grouping Objects
A3-select-replace-vars Quick Select and Replace Data Frame Columns
A4-quick-conversion Quick Data Conversion
A5-advanced-aggregation Advanced Data Aggregation
A6-data-transformations 'collapse' Data Transformations
A7-time-series-panel-series 'collapse' Time-Series and Panel-Series
A8-list-processing 'collapse' List Processing
A9-summary-statistics 'collapse' Summary Statistics
AA1-recode-replace Recode and Replace Values in Matrix-Like Objects
AA2-small-helpers 'collapse' Small (Helper) Functions
add_stub 'collapse' Small (Helper) Functions
add_vars Quick Select and Replace Data Frame Columns
add_vars<- Quick Select and Replace Data Frame Columns
all_identical 'collapse' Small (Helper) Functions
all_obj_equal 'collapse' Small (Helper) Functions
aperm.psmat Matrix / Array from Panel-Series
as.data.frame.descr Detailed Statistical Description of Data Frame
as.factor.GRP Fast Grouping / 'collapse' Grouping Objects
as.numeric_factor 'collapse' Small (Helper) Functions
atomic_elem Find and Extract / Subset List Elements
atomic_elem<- Find and Extract / Subset List Elements
av Quick Select and Replace Data Frame Columns
av<- Quick Select and Replace Data Frame Columns

-- B --

B Fast Between (Averaging) and Within (Centering) Transformations
B.data.frame Fast Between (Averaging) and Within (Centering) Transformations
B.default Fast Between (Averaging) and Within (Centering) Transformations
B.grouped_df Fast Between (Averaging) and Within (Centering) Transformations
B.matrix Fast Between (Averaging) and Within (Centering) Transformations
B.pdata.frame Fast Between (Averaging) and Within (Centering) Transformations
B.pseries Fast Between (Averaging) and Within (Centering) Transformations
BY Split-Apply-Combine Computing
BY.data.frame Split-Apply-Combine Computing
BY.default Split-Apply-Combine Computing
BY.grouped_df Split-Apply-Combine Computing
BY.matrix Split-Apply-Combine Computing

-- C --

cat_vars Quick Select and Replace Data Frame Columns
cat_vars<- Quick Select and Replace Data Frame Columns
char_vars Quick Select and Replace Data Frame Columns
char_vars<- Quick Select and Replace Data Frame Columns
collap Advanced Data Aggregation
collapg Advanced Data Aggregation
collapse Advanced and Fast Data Transformation
collapse-documentation Collapse Documentation & Overview
collapv Advanced Data Aggregation

-- D --

D Fast Differences and Growth Rates for Time-Series and Panel Data
D.data.frame Fast Differences and Growth Rates for Time-Series and Panel Data
D.default Fast Differences and Growth Rates for Time-Series and Panel Data
D.grouped_df Fast Differences and Growth Rates for Time-Series and Panel Data
D.matrix Fast Differences and Growth Rates for Time-Series and Panel Data
D.pdata.frame Fast Differences and Growth Rates for Time-Series and Panel Data
D.pseries Fast Differences and Growth Rates for Time-Series and Panel Data
dapply Data Apply
Date_vars Quick Select and Replace Data Frame Columns
Date_vars<- Quick Select and Replace Data Frame Columns
descr Detailed Statistical Description of Data Frame

-- F --

F Fast Lags and Leads for Time-Series and Panel Data
F.data.frame Fast Lags and Leads for Time-Series and Panel Data
F.default Fast Lags and Leads for Time-Series and Panel Data
F.grouped_df Fast Lags and Leads for Time-Series and Panel Data
F.matrix Fast Lags and Leads for Time-Series and Panel Data
F.pdata.frame Fast Lags and Leads for Time-Series and Panel Data
F.pseries Fast Lags and Leads for Time-Series and Panel Data
fact_vars Quick Select and Replace Data Frame Columns
fact_vars<- Quick Select and Replace Data Frame Columns
fbetween Fast Between (Averaging) and Within (Centering) Transformations
fbetween.data.frame Fast Between (Averaging) and Within (Centering) Transformations
fbetween.default Fast Between (Averaging) and Within (Centering) Transformations
fbetween.grouped_df Fast Between (Averaging) and Within (Centering) Transformations
fbetween.matrix Fast Between (Averaging) and Within (Centering) Transformations
fbetween.pdata.frame Fast Between (Averaging) and Within (Centering) Transformations
fbetween.pseries Fast Between (Averaging) and Within (Centering) Transformations
fdiff Fast Differences and Growth Rates for Time-Series and Panel Data
fdiff.data.frame Fast Differences and Growth Rates for Time-Series and Panel Data
fdiff.default Fast Differences and Growth Rates for Time-Series and Panel Data
fdiff.grouped_df Fast Differences and Growth Rates for Time-Series and Panel Data
fdiff.matrix Fast Differences and Growth Rates for Time-Series and Panel Data
fdiff.pdata.frame Fast Differences and Growth Rates for Time-Series and Panel Data
fdiff.pseries Fast Differences and Growth Rates for Time-Series and Panel Data
ffirst Fast (Grouped) First and Last Value for Matrix-Like Objects
ffirst.data.frame Fast (Grouped) First and Last Value for Matrix-Like Objects
ffirst.default Fast (Grouped) First and Last Value for Matrix-Like Objects
ffirst.grouped_df Fast (Grouped) First and Last Value for Matrix-Like Objects
ffirst.matrix Fast (Grouped) First and Last Value for Matrix-Like Objects
fFtest Fast F-test of Linear Models (with Factors)
fgrowth Fast Differences and Growth Rates for Time-Series and Panel Data
fgrowth.data.frame Fast Differences and Growth Rates for Time-Series and Panel Data
fgrowth.default Fast Differences and Growth Rates for Time-Series and Panel Data
fgrowth.grouped_df Fast Differences and Growth Rates for Time-Series and Panel Data
fgrowth.matrix Fast Differences and Growth Rates for Time-Series and Panel Data
fgrowth.pdata.frame Fast Differences and Growth Rates for Time-Series and Panel Data
fgrowth.pseries Fast Differences and Growth Rates for Time-Series and Panel Data
fHDbetween Higher-Dimensional Centering and Linear Prediction
fHDbetween.data.frame Higher-Dimensional Centering and Linear Prediction
fHDbetween.default Higher-Dimensional Centering and Linear Prediction
fHDbetween.matrix Higher-Dimensional Centering and Linear Prediction
fHDbetween.pdata.frame Higher-Dimensional Centering and Linear Prediction
fHDbetween.pseries Higher-Dimensional Centering and Linear Prediction
fHDwithin Higher-Dimensional Centering and Linear Prediction
fHDwithin.data.frame Higher-Dimensional Centering and Linear Prediction
fHDwithin.default Higher-Dimensional Centering and Linear Prediction
fHDwithin.matrix Higher-Dimensional Centering and Linear Prediction
fHDwithin.pdata.frame Higher-Dimensional Centering and Linear Prediction
fHDwithin.pseries Higher-Dimensional Centering and Linear Prediction
flag Fast Lags and Leads for Time-Series and Panel Data
flag.data.frame Fast Lags and Leads for Time-Series and Panel Data
flag.default Fast Lags and Leads for Time-Series and Panel Data
flag.grouped_df Fast Lags and Leads for Time-Series and Panel Data
flag.matrix Fast Lags and Leads for Time-Series and Panel Data
flag.pdata.frame Fast Lags and Leads for Time-Series and Panel Data
flag.pseries Fast Lags and Leads for Time-Series and Panel Data
flast Fast (Grouped) First and Last Value for Matrix-Like Objects
flast.data.frame Fast (Grouped) First and Last Value for Matrix-Like Objects
flast.default Fast (Grouped) First and Last Value for Matrix-Like Objects
flast.grouped_df Fast (Grouped) First and Last Value for Matrix-Like Objects
flast.matrix Fast (Grouped) First and Last Value for Matrix-Like Objects
fmax Fast (Grouped) Maxima and Minima for Matrix-Like Objects
fmax.data.frame Fast (Grouped) Maxima and Minima for Matrix-Like Objects
fmax.default Fast (Grouped) Maxima and Minima for Matrix-Like Objects
fmax.grouped_df Fast (Grouped) Maxima and Minima for Matrix-Like Objects
fmax.matrix Fast (Grouped) Maxima and Minima for Matrix-Like Objects
fmean Fast (Grouped, Weighted) Mean for Matrix-Like Objects
fmean.data.frame Fast (Grouped, Weighted) Mean for Matrix-Like Objects
fmean.default Fast (Grouped, Weighted) Mean for Matrix-Like Objects
fmean.grouped_df Fast (Grouped, Weighted) Mean for Matrix-Like Objects
fmean.matrix Fast (Grouped, Weighted) Mean for Matrix-Like Objects
fmedian Fast (Grouped) Median Value for Matrix-Like Objects
fmedian.data.frame Fast (Grouped) Median Value for Matrix-Like Objects
fmedian.default Fast (Grouped) Median Value for Matrix-Like Objects
fmedian.grouped_df Fast (Grouped) Median Value for Matrix-Like Objects
fmedian.matrix Fast (Grouped) Median Value for Matrix-Like Objects
fmin Fast (Grouped) Maxima and Minima for Matrix-Like Objects
fmin.data.frame Fast (Grouped) Maxima and Minima for Matrix-Like Objects
fmin.default Fast (Grouped) Maxima and Minima for Matrix-Like Objects
fmin.grouped_df Fast (Grouped) Maxima and Minima for Matrix-Like Objects
fmin.matrix Fast (Grouped) Maxima and Minima for Matrix-Like Objects
fmode Fast (Grouped, Weighted) Statistical Mode for Matrix-Like Objects
fmode.data.frame Fast (Grouped, Weighted) Statistical Mode for Matrix-Like Objects
fmode.default Fast (Grouped, Weighted) Statistical Mode for Matrix-Like Objects
fmode.grouped_df Fast (Grouped, Weighted) Statistical Mode for Matrix-Like Objects
fmode.matrix Fast (Grouped, Weighted) Statistical Mode for Matrix-Like Objects
fNdistinct Fast (Grouped) Distinct Value Count for Matrix-Like Objects
fNdistinct.data.frame Fast (Grouped) Distinct Value Count for Matrix-Like Objects
fNdistinct.default Fast (Grouped) Distinct Value Count for Matrix-Like Objects
fNdistinct.grouped_df Fast (Grouped) Distinct Value Count for Matrix-Like Objects
fNdistinct.matrix Fast (Grouped) Distinct Value Count for Matrix-Like Objects
fnlevels 'collapse' Small (Helper) Functions
fNobs Fast (Grouped) Observation Count for Matrix-Like Objects
fNobs.data.frame Fast (Grouped) Observation Count for Matrix-Like Objects
fNobs.default Fast (Grouped) Observation Count for Matrix-Like Objects
fNobs.grouped_df Fast (Grouped) Observation Count for Matrix-Like Objects
fNobs.matrix Fast (Grouped) Observation Count for Matrix-Like Objects
fprod Fast (Grouped) Product for Matrix-Like Objects
fprod.data.frame Fast (Grouped) Product for Matrix-Like Objects
fprod.default Fast (Grouped) Product for Matrix-Like Objects
fprod.grouped_df Fast (Grouped) Product for Matrix-Like Objects
fprod.matrix Fast (Grouped) Product for Matrix-Like Objects
fscale Fast (Grouped, Weighted) Scaling and Centering of Matrix-like Objects
fscale.data.frame Fast (Grouped, Weighted) Scaling and Centering of Matrix-like Objects
fscale.default Fast (Grouped, Weighted) Scaling and Centering of Matrix-like Objects
fscale.grouped_df Fast (Grouped, Weighted) Scaling and Centering of Matrix-like Objects
fscale.matrix Fast (Grouped, Weighted) Scaling and Centering of Matrix-like Objects
fscale.pdata.frame Fast (Grouped, Weighted) Scaling and Centering of Matrix-like Objects
fscale.pseries Fast (Grouped, Weighted) Scaling and Centering of Matrix-like Objects
fsd Fast (Grouped, Weighted) Variance and Standard Deviation for Matrix-Like Objects
fsd.data.frame Fast (Grouped, Weighted) Variance and Standard Deviation for Matrix-Like Objects
fsd.default Fast (Grouped, Weighted) Variance and Standard Deviation for Matrix-Like Objects
fsd.grouped_df Fast (Grouped, Weighted) Variance and Standard Deviation for Matrix-Like Objects
fsd.matrix Fast (Grouped, Weighted) Variance and Standard Deviation for Matrix-Like Objects
fsum Fast (Grouped) Sum for Matrix-Like Objects
fsum.data.frame Fast (Grouped) Sum for Matrix-Like Objects
fsum.default Fast (Grouped) Sum for Matrix-Like Objects
fsum.grouped_df Fast (Grouped) Sum for Matrix-Like Objects
fsum.matrix Fast (Grouped) Sum for Matrix-Like Objects
funique 'collapse' Small (Helper) Functions
fvar Fast (Grouped, Weighted) Variance and Standard Deviation for Matrix-Like Objects
fvar.data.frame Fast (Grouped, Weighted) Variance and Standard Deviation for Matrix-Like Objects
fvar.default Fast (Grouped, Weighted) Variance and Standard Deviation for Matrix-Like Objects
fvar.grouped_df Fast (Grouped, Weighted) Variance and Standard Deviation for Matrix-Like Objects
fvar.matrix Fast (Grouped, Weighted) Variance and Standard Deviation for Matrix-Like Objects
fwithin Fast Between (Averaging) and Within (Centering) Transformations
fwithin.data.frame Fast Between (Averaging) and Within (Centering) Transformations
fwithin.default Fast Between (Averaging) and Within (Centering) Transformations
fwithin.grouped_df Fast Between (Averaging) and Within (Centering) Transformations
fwithin.matrix Fast Between (Averaging) and Within (Centering) Transformations
fwithin.pdata.frame Fast Between (Averaging) and Within (Centering) Transformations
fwithin.pseries Fast Between (Averaging) and Within (Centering) Transformations

-- G --

G Fast Differences and Growth Rates for Time-Series and Panel Data
G.data.frame Fast Differences and Growth Rates for Time-Series and Panel Data
G.default Fast Differences and Growth Rates for Time-Series and Panel Data
G.grouped_df Fast Differences and Growth Rates for Time-Series and Panel Data
G.matrix Fast Differences and Growth Rates for Time-Series and Panel Data
G.pdata.frame Fast Differences and Growth Rates for Time-Series and Panel Data
G.pseries Fast Differences and Growth Rates for Time-Series and Panel Data
get_elem Find and Extract / Subset List Elements
get_vars Quick Select and Replace Data Frame Columns
get_vars<- Quick Select and Replace Data Frame Columns
GGDC10S Groningen Growth and Development Centre 10-Sector Database
group_names.GRP Fast Grouping / 'collapse' Grouping Objects
GRP Fast Grouping / 'collapse' Grouping Objects
GRP.default Fast Grouping / 'collapse' Grouping Objects
GRP.factor Fast Grouping / 'collapse' Grouping Objects
GRP.grouped_df Fast Grouping / 'collapse' Grouping Objects
GRP.pdata.frame Fast Grouping / 'collapse' Grouping Objects
GRP.pseries Fast Grouping / 'collapse' Grouping Objects
GRP.qG Fast Grouping / 'collapse' Grouping Objects
gv Quick Select and Replace Data Frame Columns
gv<- Quick Select and Replace Data Frame Columns

-- H --

has_elem Find and Extract / Subset List Elements
HDB Higher-Dimensional Centering and Linear Prediction
HDB.data.frame Higher-Dimensional Centering and Linear Prediction
HDB.default Higher-Dimensional Centering and Linear Prediction
HDB.matrix Higher-Dimensional Centering and Linear Prediction
HDB.pdata.frame Higher-Dimensional Centering and Linear Prediction
HDB.pseries Higher-Dimensional Centering and Linear Prediction
HDW Higher-Dimensional Centering and Linear Prediction
HDW.data.frame Higher-Dimensional Centering and Linear Prediction
HDW.default Higher-Dimensional Centering and Linear Prediction
HDW.matrix Higher-Dimensional Centering and Linear Prediction
HDW.pdata.frame Higher-Dimensional Centering and Linear Prediction
HDW.pseries Higher-Dimensional Centering and Linear Prediction

-- I --

irreg_elem Find and Extract / Subset List Elements
is.categorical 'collapse' Small (Helper) Functions
is.Date 'collapse' Small (Helper) Functions
is.GRP Fast Grouping / 'collapse' Grouping Objects
is.regular Regular Objects and Unlistable Lists
is.unlistable Regular Objects and Unlistable Lists

-- L --

L Fast Lags and Leads for Time-Series and Panel Data
L.data.frame Fast Lags and Leads for Time-Series and Panel Data
L.default Fast Lags and Leads for Time-Series and Panel Data
L.grouped_df Fast Lags and Leads for Time-Series and Panel Data
L.matrix Fast Lags and Leads for Time-Series and Panel Data
L.pdata.frame Fast Lags and Leads for Time-Series and Panel Data
L.pseries Fast Lags and Leads for Time-Series and Panel Data
ldepth Determine the Depth / Level of Nesting of a List
list_elem Find and Extract / Subset List Elements
list_elem<- Find and Extract / Subset List Elements
logi_vars Quick Select and Replace Data Frame Columns
logi_vars<- Quick Select and Replace Data Frame Columns

-- M --

mctl Quick Data Conversion
mrtl Quick Data Conversion

-- N --

namlab 'collapse' Small (Helper) Functions
na_insert 'collapse' Small (Helper) Functions
na_rm 'collapse' Small (Helper) Functions
num_vars Quick Select and Replace Data Frame Columns
num_vars<- Quick Select and Replace Data Frame Columns
nv Quick Select and Replace Data Frame Columns
nv<- Quick Select and Replace Data Frame Columns

-- P --

plot.GRP Fast Grouping / 'collapse' Grouping Objects
plot.psmat Matrix / Array from Panel-Series
print.descr Detailed Statistical Description of Data Frame
print.GRP Fast Grouping / 'collapse' Grouping Objects
print.pwcor Pairwise Correlations, Covariances and Observation Count
print.pwcov Pairwise Correlations, Covariances and Observation Count
print.qsu Fast (Grouped, Weighted) Summary Statistics for Cross-Sectional and Panel-Data
psacf Auto- and Cross- Covariance and -Correlation Function Estimation for Panel-Series
psacf.data.frame Auto- and Cross- Covariance and -Correlation Function Estimation for Panel-Series
psacf.default Auto- and Cross- Covariance and -Correlation Function Estimation for Panel-Series
psacf.pdata.frame Auto- and Cross- Covariance and -Correlation Function Estimation for Panel-Series
psacf.pseries Auto- and Cross- Covariance and -Correlation Function Estimation for Panel-Series
psccf Auto- and Cross- Covariance and -Correlation Function Estimation for Panel-Series
psccf.default Auto- and Cross- Covariance and -Correlation Function Estimation for Panel-Series
psccf.pseries Auto- and Cross- Covariance and -Correlation Function Estimation for Panel-Series
psmat Matrix / Array from Panel-Series
psmat.data.frame Matrix / Array from Panel-Series
psmat.default Matrix / Array from Panel-Series
psmat.pdata.frame Matrix / Array from Panel-Series
psmat.pseries Matrix / Array from Panel-Series
pspacf Auto- and Cross- Covariance and -Correlation Function Estimation for Panel-Series
pspacf.data.frame Auto- and Cross- Covariance and -Correlation Function Estimation for Panel-Series
pspacf.default Auto- and Cross- Covariance and -Correlation Function Estimation for Panel-Series
pspacf.pdata.frame Auto- and Cross- Covariance and -Correlation Function Estimation for Panel-Series
pspacf.pseries Auto- and Cross- Covariance and -Correlation Function Estimation for Panel-Series
pwcor Pairwise Correlations, Covariances and Observation Count
pwcov Pairwise Correlations, Covariances and Observation Count
pwNobs Pairwise Correlations, Covariances and Observation Count

-- Q --

qDF Quick Data Conversion
qDT Quick Data Conversion
qF Quick Data Conversion
qG Quick Data Conversion
qM Quick Data Conversion
qsu Fast (Grouped, Weighted) Summary Statistics for Cross-Sectional and Panel-Data
qsu.data.frame Fast (Grouped, Weighted) Summary Statistics for Cross-Sectional and Panel-Data
qsu.default Fast (Grouped, Weighted) Summary Statistics for Cross-Sectional and Panel-Data
qsu.matrix Fast (Grouped, Weighted) Summary Statistics for Cross-Sectional and Panel-Data
qsu.pdata.frame Fast (Grouped, Weighted) Summary Statistics for Cross-Sectional and Panel-Data
qsu.pseries Fast (Grouped, Weighted) Summary Statistics for Cross-Sectional and Panel-Data

-- R --

rapply2d Recursively Apply a Function to a List of Data Objects
Recode Recode and Replace Values in Matrix-Like Objects
reg_elem Find and Extract / Subset List Elements
replace_non_finite Recode and Replace Values in Matrix-Like Objects
replace_outliers Recode and Replace Values in Matrix-Like Objects
rm_stub 'collapse' Small (Helper) Functions

-- S --

seq_col 'collapse' Small (Helper) Functions
seq_row 'collapse' Small (Helper) Functions
setColnames 'collapse' Small (Helper) Functions
setDimnames 'collapse' Small (Helper) Functions
setRownames 'collapse' Small (Helper) Functions
STD Fast (Grouped, Weighted) Scaling and Centering of Matrix-like Objects
STD.data.frame Fast (Grouped, Weighted) Scaling and Centering of Matrix-like Objects
STD.default Fast (Grouped, Weighted) Scaling and Centering of Matrix-like Objects
STD.grouped_df Fast (Grouped, Weighted) Scaling and Centering of Matrix-like Objects
STD.matrix Fast (Grouped, Weighted) Scaling and Centering of Matrix-like Objects
STD.pdata.frame Fast (Grouped, Weighted) Scaling and Centering of Matrix-like Objects
STD.pseries Fast (Grouped, Weighted) Scaling and Centering of Matrix-like Objects

-- T --

TRA Transform Data by (Groupwise) Replacing or Sweeping out Statistics
TRA.data.frame Transform Data by (Groupwise) Replacing or Sweeping out Statistics
TRA.default Transform Data by (Groupwise) Replacing or Sweeping out Statistics
TRA.grouped_df Transform Data by (Groupwise) Replacing or Sweeping out Statistics
TRA.matrix Transform Data by (Groupwise) Replacing or Sweeping out Statistics

-- U --

unlist2d Recursive Row-Binding / Unlisting in 2D - to Data Frame

-- V --

vclasses 'collapse' Small (Helper) Functions
vlabels 'collapse' Small (Helper) Functions
vlabels<- 'collapse' Small (Helper) Functions
vtypes 'collapse' Small (Helper) Functions

-- W --

W Fast Between (Averaging) and Within (Centering) Transformations
W.data.frame Fast Between (Averaging) and Within (Centering) Transformations
W.default Fast Between (Averaging) and Within (Centering) Transformations
W.grouped_df Fast Between (Averaging) and Within (Centering) Transformations
W.matrix Fast Between (Averaging) and Within (Centering) Transformations
W.pdata.frame Fast Between (Averaging) and Within (Centering) Transformations
W.pseries Fast Between (Averaging) and Within (Centering) Transformations
wlddev World Bank Development Data

-- misc --

%!in% 'collapse' Small (Helper) Functions
.COLLAPSE_ALL Collapse Documentation & Overview
.COLLAPSE_DATA Collapse Documentation & Overview
.COLLAPSE_GENERIC Collapse Documentation & Overview
.COLLAPSE_TOPICS Collapse Documentation & Overview
.FAST_FUN Fast (Grouped, Weighted) Statistical Functions for Matrix-Like Objects
.FAST_STAT_FUN Fast (Grouped, Weighted) Statistical Functions for Matrix-Like Objects
.OPERATOR_FUN 'collapse' Data Transformations
[.psmat Matrix / Array from Panel-Series