Sales forecasting

Sales forecasting

In the forecasting detail page
What does quote Mean where does it come from?
Committ amount found a nice explanation of what it is but again where does it come form like wise with best case amount?
 
Please advise what is the connection if any between pipeline stages, probability and forecasting?
 
How to I bring the expected revenue through to forecasting?