A simple nonparametric estimator of a strictly monotone regression function
By Holger Dette, Natalie Neumeyer, Kay F. Pilz. 2006
164 citations recorded by the source corpus.
Subfields: Control and Systems Engineering, Management Science and Operations Research, Statistics and Probability
View Paper: https://www.semanticscholar.org/paper/8589efd01ce1cefa75e3c540e0c6ef9431cbfd4e
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Control and Systems Engineering
- Iv'an Fern'andez-Val
- Victor Chernozhukov
- Melanie Birke
- D. Chetverikov
- D. Wilhelm
- Holger Dette
- Alexandre Belloni
- Antonio F. Galvao
In Management Science and Operations Research
- Victor Chernozhukov
- D. Chetverikov
- Melanie Birke
- Iv'an Fern'andez-Val
- D. Wilhelm
- Alfred Galichon
- Holger Dette
- T. Armstrong
In Statistics and Probability
- Victor Chernozhukov
- D. Chetverikov
- Iv'an Fern'andez-Val
- Kengo Kato
- Holger Dette
- Alexandre Belloni
- Alfred Galichon
- Stefan Wager
Citations in the corpus
- Estimating a Convex Function in Nonparametric Regression (2007, methodology): “If the resulting convex estimate m̂C would not be decreasing it could be easily monotonized by the method described in Dette et al. (2006).”
- QUANTILE AND PROBABILITY CURVES WITHOUT CROSSING (2007, background): “This approach is fruitful for location-scale situations, but in numerous cases the data do not satisfy the location-scale paradigm, as discussed in Lehmann (1974), Doksum (1974), and Koenker (2005).”
- Nonparametric Instrumental Variable Estimation Under Monotonicity (2015, background): “…been studied; see, for example, Mukerjee (1988), Cheng and Lin (1981), Wright (1981), Friedman and Tibshirani (1984), Ramsay (1988), Mammen (1991), Ramsay (1998), Mammen and Thomas-Agnan (1999), Hall and Huang (2001), Mammen, Marron, Turlach, and Wand (2001), and Dette, Neumeyer, and Pilz (2006).”