Data Analysis in Pavement Engineering

Data Analysis in Pavement Engineering portes grátis

Data Analysis in Pavement Engineering

Methodologies and Applications

Dong, Qiao; Chen, Xueqin; Huang, Baoshan

Elsevier - Health Sciences Division

11/2023

376

Mole

Inglês

9780443159282

15 a 20 dias

Descrição não disponível.
Preface
Chapter 1 Pavement Performance Data
Chapter 2 Fundamentals of statistics
Chapter 3 Design of experiments
Chapter 4 Regression
Chapter 5 Logistic regression
Chapter 6 Count data models
Chapter 7 Survival analysis
Chapter 8 Time series
Chapter 9 Stochastic process
Chapter 10 Decision trees and ensemble learning
Chapter 11 Neural networks
Chapter 12 Support vector machine and k-nearest neighbors
Chapter 13 Principal component analysis
Chapter 14 Factor analysis
Chapter 15 Cluster analysis
Chapter 16 Discriminant analysis
Chapter 17 Structural equation model
Chapter 18 Markov chain Monte Carlo
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Quadrilateral; nodes; linear; matrix; triangle; linear elasticity; polynomial; interpolation