Man pages for jeanmarcgp/xtsanalytics
A library of functions to do advanced analytics of time series data (xts matrices).

acf_highmomentsPlot the higher moment auto-correlations and their...
backtest_optFunction to backtest a periodically optimized portfolio...
backtest_qualityCompute the quality of a price forecast using backtest...
bubbleweightsGenerate a bubble plot of asset weights.
cumsum_naCompute cumulative sums or products and ignores NAs.
dual_momentumImplements the dual momentum strategy as implied by...
emptyxtsCreate an empty xts matrix filled with NAs
find_outliersFind outliers in a distribution and optionally removes them
flip_xtslistFlips the elements of a list of xts with the elements of the...
fnamestampExtends a file name with a datetime stamp.
funapplyApply a function to an xts using multiple rolling windows.
getnameGet the name of an object
interpolate_returnsInterpolate returns in a time series containing NAs.
jdanalyzeFunction to analyze the predictive power of a joint...
jdplotFunction to visualize the predictive power of a joint...
load_parametersLoads parameters from an excel file to spawn multiple...
make_benchCreate an asset benchmark timer from a standard indicator and...
make_colorsMake a nice color palette appropriate for plotting functions
make_equitycurveBuilds equity curves based on a daily timer and a set of...
make_featurecurveConvert a matrix of features into a corresponding set of...
make_featurematGenerate a predictor xts matrix to use with a Machine...
make_featuresGenerates a list of features from a universe of assets
make_mltimerConverts the output list of a machine learning predictor into...
make_syntheticCreates a synthetic time series by adding white Gaussian...
make_timerCreate an asset timer from an indicator.
make_transformMake simple transformations of an xts matrix
mget_symbolDataGet close price and additional data for multiple symbols.
mget_symbolsGet multiple symbols and store in a single xts matrix
mirrorbarplotFunction to create a mirrored bar plot. This is two overlaid...
perfstatsCompute performance statistics on equity curves
periods_in_classCumulatively counts the periods since the latest prediction
plot_dfPlot a data frame or xts matrix to plotting device
plot_performanceGenerate combination plots to illustrate portfolio...
plot_rsquareScatterplot of a regressed predictor vs. actual to visualize...
pngfileFunction to ease the creation of a png graphic file
predictor_corAnalyzes correlations between an asset and a predictor...
predictor_statsPredictive statistics of a classifier or a market timer
QscoreCalculate the Quality score of a prediction
rand_portGenerates N random portfolios based on an asset universe
rawreturnsCompute the raw returns on an xts of prices
RcolorsPlots a map of the default colors for easy reference
rebalancePeriodic portfolio rebalance to a given set of weights
recycleRecycle a data object and truncate to a length of N.
recycle_betterRecycle a vector using names and smart rules
roll_bootstrapGenerates a rolling window bootstrap index vector to...
rollcorRolling correlation of one or multiple features vs. a target...
rounded_sumRound a vector of numbers such that their sum stays.
save_RdataSave an object to an .Rdata file with dateTime stamp and file...
split_vectorSplit a vector into chunks of size k.
splotSimple scatterplot of two xts matrices with linear...
sprintPrint to console using C-like sprintf formatting.
start_parallelStarts the parallel backend.
startpointsFinds the beginning of a period in an xts matrix
starttimeStart a timer and report the elapsed time
stop_parallelStops the parallel backend
tailratiofcnCalculate the tail ratio on a set of returns
trimspacesRemove leading or trailing white spaces from a character...
ulcerindexCalculate the ulcer index of equity curves
update_xtsanalyticsFunction to update xtsanalytics from github
xtsanalyticsxtsanalytics: Portfolio analysis using optimization and...
xtsbindBinds xts columns from two or more xts matrices.
xtscagrCompute the annualized return from an xts of equity curves...
xtsdiffNormalize a time series and compute its difference to a...
xtsmddCompute the maximum drawdown of an xts matrix of returns.
xtsnormalizeNormalizes an xts matrix agaist its first row.
xtsoverlayAligns time series to a common overlap point (time zero).
xtsplotPlot xts time series objects via multiple methods.
jeanmarcgp/xtsanalytics documentation built on May 19, 2019, 12:38 a.m.