How & When to Use Different Data Analysis Methods

Post on 02-Dec-2014

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description

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!!!

transcript

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)

Data Analysis Methods

The different methods that can be used

Correlation Analysis

Factor Analysis

Correspondence Analysis

Cluster Analysis

Regression Analysis: Linear

Regression Analysis: Logistic

Discriminant Analysis