Hi,

I have some questions regarding Weighted Least Squares

1. Under what situation is it normally used?
2. Can I use 1/(Variance of Error) as the weight factor?
3. What are the things I need to check for model adequacy if I use this 
method?
4. Any recommended text for this topic?

Lastly a question on prediction (related to economics):
Say, I have obtained a model to predict expenditure from several towns 
/cities in a particular state (and I'm interest to actual predict the 
expenditure of Town X in the near future, with some variables held 
constant). As we know, based on the dataset to build the model, we have 
residual on the prediction for Town X's expenditure. How do I make use of 
this residual to adjust the prediction (since it's a mean value of several 
towns) of Town X's expenditure in the near future?

If my explaination above is unclear, pls let me know and I'll try to 
elaborate more if possible.

Thanks in advance!

Regards,
Beng Hai
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