The Centre organised a training course on 'Statistical Data Analysis' at the Central Department of Statistics and Information in Riyadh, Saudi Arabia on 16-19 September 2013. The course was provided by Dr. Ali Said, an expert from the BPS-Statistics, Indonesia.
The training course on ‘Statistical Data Analysis’ covered the following topics:
Introduction to Statistical Analysis of Time Series
-
The importance of projection and forecasting
-
Method of forecasting
Descriptive Analysis of Time Series
-
What is a time series
-
Components of time series
-
Steps of time series analysis
-
Measures of forecast accuracy
-
Data Preparations
-
Estimation of Missing Values
-
Transformations
Time Series Models
-
Classical Forecasting
-
Forecasting with Growth Rate
-
Using Trend Models
-
Smoothing Techniques
-
Moving Average
-
Single Exponential Smoothing (SES)
-
Holt’s Linear Exponential Smoothing (Double ES)
-
Holt-Winter Exponential Smoothing
-
Modern Approach to Forecasting
-
Decomposition Methods
-
Additive decomposition
-
Multiplicative decomposition
-
Seasonal variation
-
Determining seasonal index
-
Population Projection
Computer Software for Forecasting
|