An evaluation of R2 as an inadequate measure for nonlinear models in pharmacological and biochemical research: a Monte Carlo approach

Author:

Spiess Andrej-Nikolai,Neumeyer Natalie

Publisher

Springer Science and Business Media LLC

Subject

Pharmacology (medical),Pharmacology

Reference22 articles.

1. Montgomery DC, Peck EA, Vining GG: Introduction to Linear Regression Analysis. 2006, Wiley & Sons, Hoboken

2. Juliano SA, Williams FM: A comparison of methods for estimating the functional response parameters of the random predator equation. J Anim Ecol. 1987, 56: 641-653. 10.2307/5074.

3. Miaou SP, Lu A, Lum HS: Pitfalls of using r-squared to evaluate goodness of fit of accident prediction models. Transportation Research Record #1542. 1996, 6-13. 10.3141/1542-02.

4. Willet JB, Singer JD: Another cautionary note about R-square: Its use in weighted least-squares regression analysis. Amer Stat. 1988, 42: 236-238. 10.2307/2685031.

5. Anderson-Sprecher R: Model comparisons and R-square. Amer Stat. 1994, 48: 113-117. 10.2307/2684259.

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