Scanned old pages from a handbook which had a simple structured way of looking at what type of statistical analysis to use when and also on how to go about doing the same. And yes, this is just a basic overview and if you need to use any statistical method extensively, it is best to read it up from other sources! Each method is structured into 6 simple bits, 1.What it does 2.Typical Applications 3.Input requirements and cautions 4.Tools and How to use them 5.Guidelines and Rules Of Thumb 6.Output & How to interpret Hope this helps out when you are totally lost in statistics and have a pile of numbers to work with!!!

1. Data Analysis Methods
Just came across some old files which had a simple structured way of looking at
what type of analysis to use when and also on how to go about doing the
same. And yes, this is just a basic overview and if you need to use any statistical
method extensively, it is best to read it up from other sources!
Each method is structured into 6 simple bits,
•What it does
•Typical Applications
•Input requirements and cautions
•Tools and How to use them
•Guidelines and Rules Of Thumb
•Output & How to interpret
Hope this helps out when you are totally lost in statistics and have a pile of
numbers to work with!!! 
-Sashi (yepitsmesashi@gmail.com)

2. The different methods that can be used

3. Correlation Analysis

4. Factor Analysis

5. Correspondence Analysis

6. Cluster Analysis

7. Regression Analysis: Linear

8. Regression Analysis: Logistic

9. Discriminant Analysis