Robust procedures can sometimes reveal this structure but downweight or discard some observations the novelty in our book is to combine robustness and a forward search through the data with regression diagnostics and computer graphics we provide easily understood plots that use information from the whole sample to display the effect of each observation on a wide variety of aspects of the . I would recommend robust diagnostics regression analysis and tools for anyone who does a fair amount of applied regression analysis on small to moderate sized datasets it would be especially useful for anyone who uses nonlinear regression and or generalized linear regression where many fewer diagnostic tools are available as a textbook it would be good as a supplemental or even a primary . Robust diagnostic regression analysis springer series in statistics by anthony atkinson 2000 09 01 anthony atkinsonmarco riani isbn kostenloser versand fur alle bucher mit versand und verkauf duch amazon. This book is about using graphs to understand the relationship between a regression model and the data to which it is fitted because of the way in which models are fitted for example by least squares we can lose infor mation about the effect of individual observations on inferences about the
How it works:
1. Register a Free 1 month Trial Account.
2. Download as many books as you like ( Personal use )
3. No Commitment. Cancel anytime.
4. Join Over 100.000 Happy Readers.
5. That's it. What you waiting for? Sign Up and Get Your Books.