Książka Sensitivity Analysis in Linear Regression Samprit Chatterjee

Sensitivity Analysis in Linear Regression

Język: Angielski
Oprawa: Twarda
Dostępność: Dostępna u dostawcy
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This volume treats linear regression diagnostics as a tool for the application of linear regression...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
strony
316
EAN
9780471822165
ISBN
0471822167
Enbook ID
04894280
Waga
668
Wymiary
161 x 232 x 26

Pełny opis

This volume treats linear regression diagnostics as a tool for the application of linear regression models to real-life data. The presentation makes extensive use of examples to illustrate theory. The text assesses the effect of measurement errors on the estimated coefficients, which is not accounted for in a standard least squares estimate, but is important where regression coefficients are used to apportion effects due to different variables. The robustness of the regression fit is assessed qualitatively and numerically.

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