Reference Manual

Here is a list of all topics with brief descriptions:

[detail level 123]

▼Analytics API	Statistics and Time-series functions
Configuration APIs	Initialize the NumSDK Environment (e.g. Logging, configuration, database connection, Licensing, etc.)
▼Descriptive Statistics	Descriptive or summary statistical metrics of a dataset
Statistical Distribution	Sample-based empirical statistical distributions functions
Statistical Testing	Statistical/hypothesis testing is a common method of drawing inferences about a population based on statistical evidence from a sample
Forecast Performance	Statistical metrics for a forecast performance functions,
Transfom	Common transform function for data set in preparation for further analysis
Statistical Sampling	Statistical Sampling functions
Smoothing	Smoothing API functions calls
▼Factors Analysis	Factors Analysis
Multiple Linear Regression (MLR)	Multiple Linear Regression (MLR)
Principal Component Analysis (PCA)	Principal Component Analysis (PCA)
Gneralized Linear Model (GLM)	Gneralized Linear Model (GLM)
▼ARMA-ARIMA Analysis	Autoregressive Moving Average (ARMA) Analysis
ARMA Model	Auto-Regressive Moving Average (ARMA) Model functions
ARIMA Model	Autoregressive Integrated Moving Average (ARIMA) Model
FARIMA Model	Fractional ARIMA Model functions
SARIMA Model	Seasonal Autoregressive Integrated Moving Average (SARIMA) Model
AirLine Model	Airline Model functions
ARMAX Model	ARMAX model functions
SARIMAX Model	Seasonal ARIMA-X model functions
X12-ARIMA Model	Seasonal ajustments using X12-ARIMA functions
X-13ARIMA-SEATS Model	Seasonal ajustments using X-13ARIMA-SEATS functions
▼ARCH-GARCH Analysis	ARCH/GARCH Analysis
GARCH Model	GARCH model functions
EGARCH Model	EGARCH model functions
GARCH-M Model	GARCH-in-mean (GARCH-M) model functions
Speactral Analysis	Spectral Analytis functions
Portfolio Analysis	Portfolio Analytis functions
Data Fitting	Data Fitting functions
Utilities	Miscellanous utility functions
NDK return codes
▼Logging APIs [external]
Logging Levels [external]
Configurations [external]
▼Message logging [external]
Helper Macros [external]
▼Licensing API [external]
Configurations [external]
Licensing functions [external]
▼date/calendar API [external]
Initialzation and shutdown APIs [external]
Date Calculation. [external]
Holidays based Calculations. [external]
Weekend based Calculations. [external]
Calendar based Calculations. [external]
Country's Calendar based Calculations. [external]
Currency's Calendar based Calculations. [external]
FX API. [external]
▼Locality APIs [external]
Configurations [external]
Lookup functions [external]