NumXL 1.57 SINGA Release
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Transcript of NumXL 1.57 SINGA Release
NumXL 1.57 SINGAWhat’s New?
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Spider Financial
X12-ARIMA – Support for U.S. Census X12-ARIMA modeling, seasonal adjustment and trend filtering.
Statistics of fit – Measurement of prediction power: SSE, SAE, MAPE and RMSE
Regression – Least squares regression.
Empirical Distribution – EDF and KDE
NumXL 1.57 (SINGA)New Functions
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X12-ARIMA
New user-interface to aid users to select options for:
Seasonal adjustment
Trend Filtering
Calendar and Outliers adjustment
Automatic model identification
Forecast
Reference input data in Excel
Access outputs via worksheet functions
X12-ARIMA Support
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Support for U.S. Census X12-ARIMA program (i.e. x12a) version 0.3
Full interface with the x12a program:
Translate user’s options into a native x12a script.
Run the x12a program
Avail program output to user via worksheet functions.
Avail x12a generated scripts and output files to users.
X12-ARIMA Support – Cont’d
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New statistical functions to serve as a measure of prediction power for any predictor/model:
SSE – Sum of Squared Errors
SAE – Sum of Absolute Errors
MAPE – Mean Absolute Percentage error
RMSE/RMSD – Root Mean Squares Error/deviation
Statistics of fit
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NxRegress support for the following functions:
Linear
Polynomial
Exponential
Logarithmic
Power
Least Squares Regression
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Y X2
1 2 ... p
pY X X X
XY e
ln( )Y X
Y X
Enhanced histogram function – NxHistogram.
Computes histogram value for a given bin
Computes cumulative histogram value for given bin
Enhanced empirical density function - EDF
Compute the cumulative density function
Computed the inverse of EDF
Kernel density estimation - KDE
Support for Gaussian kernel function
Empirical Distribution
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Enhanced the cross correlation function - XCF
(Optional) Accepts lag order as an input
Support for Spearman, Pearson (default) and Kendall methods
(Optional) Returns the standard error of the computed correlation value.
Miscellaneous
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What about X13-SEATS?Answer: Plan for integrating the X13-ARIMA-SEATS program is underway for future releases.
How can I help?Answer: Let us know what you like to see in NumXL future releases.
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Q&A
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Spider Financial Corp
1507 E 53rd Street, Ste. 480
Chicago, IL 60615
(888)427-9486
+1 (312) 324-0367
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Thank you!