Applied Linear Regression
By Sanford Weisberg. 2005
1,502 citations recorded by the source corpus.
Subfields: Statistics and Probability
View Paper: https://www.semanticscholar.org/paper/618288ca83856598cb047e5b053a24191225fb64
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In Statistics and Probability
- Francis R. Bach
- Julien Mairal
- Rodolphe Jenatton
- Guillaume Obozinski
- Michael I. Jordan
- Zoubin Ghahramani
- Bin Yu
- Eric P. Xing
Citations in the corpus
- A statistical perspective on algorithmic leveraging (2013, background): “lly have intercept|which is an all-ones vector, called the Sample Mean above|in the model, i.e., the rst column of Xis 1 vector; and, in this case, the h iis are bounded below by 1=nand above by 1=w i[42]. This is also illustrated in Figure 16, which shows the the leverage scores for when an interce”
- Adaptive density estimation: a curse of support? ✩ (2009, background): “The “Old Faithful geyser” data are the duration, in minutes, of 107 eruptions of Old Faithful geyser located in Yellowstone National Park, USA; they are taken from Weisberg (1980).”
- Revisiting How and When Perceived Organizational Support Enhances Taking Charge (2015, methodology): “We then computed the inflection point by the coefficients of the moderator Z as shown by the following equation (Weisberg, 2005): Xinflection = –(B1 + B4Z) / 2(B2 + B5Z).”
- Applied Regression Including Computing and Graphics (1999, background): “Shortly after that, Cook and Weisberg (1980) extended the concept to multiple obI servations.”
- Classification in the Presence of Label Noise: A Survey (2014, methodology): “In order to solve this problem, ensembles of classifiers are used in [46], [138], [180] to identify mislabelled instances, what is inspired by outlier removal in regression [181].”
- Is there a menopausal syndrome? Menopausal status and symptoms across racial/ethnic groups. (2001, methodology): “A linear regression model (Weisberg, 1980) was estimated for the first scale.”
- DIRECT EVIDENCE FOR A FAST CORONAL MASS EJECTION DRIVEN BY THE PRIOR FORMATION AND SUBSEQUENT DESTABILIZATION OF A MAGNETIC FLUX ROPE (2012, methodology): “We use a smoothing cubic spline scheme (e.g., Weisberg 2005) which minimizes a function consisting of the sum of a χ2 fit of the data with a cubic spline plus a penalty function proportional to the second derivative of the cubic spline.”
- Decontamination of Training Samples for Supervised Pattern Recognition Methods (2000, background): “It has been defined [41] as: a case that does not follow the same model as the rest of the data.”