Statistical Models of Characteristics of Metal Vapor Lasers

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Authors:
Snezhana Georgieva Gocheva-Ilieva (Plovdiv University, Plovdiv, Bulgaria)
Iliycho Petkov Iliev (Technical University, Plodiv, Bulgaria)

Series:
Lasers and Electro-Optics Research and Technology

In this book, various multivariate statistical techniques are applied in order to assess and predict the experiment. There are developed multiple linear and quasilinear regression and other parametric and nonparametric models for modeling laser efficiency and output power. The best models are obtained using nonparametric method of multivariate adaptive regression splines which can account for the local changes in the behavior of the investigated quantities and possess powerful predictive capabilities. The obtained results can be considered a first attempt and foundation for the statistical processing of the accumulated experimental data for guiding future experiment in the field of lasers.

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Chapter 1 – Introduction pp. 1-24
Authors / Editors: Snezhana Georgieva Gocheva-Ilieva (Plovdiv University, Plovdiv, Bulgaria), Iliycho Petkov Iliev (Technical University, Plodiv, Bulgaria)

Chapter 2 – Data and Statistical Methods pp. 25-72
Authors / Editors: Snezhana Georgieva Gocheva-Ilieva (Plovdiv University, Plovdiv, Bulgaria), Iliycho Petkov Iliev (Technical University, Plodiv, Bulgaria)

Chapter 3 – Parametric Models of Efficiency and Output Power of Cooper Bromide Laser pp. 73-112
Authors / Editors: Snezhana Georgieva Gocheva-Ilieva (Plovdiv University, Plovdiv, Bulgaria), Iliycho Petkov Iliev (Technical University, Plodiv, Bulgaria)

Chapter 4 – Polynomial and Nonlinear Models of the Output Characteristics of a Copper Bromide Vapor Laser pp. 113-132
Authors / Editors: Snezhana Georgieva Gocheva-Ilieva (Plovdiv University, Plovdiv, Bulgaria), Iliycho Petkov Iliev (Technical University, Plodiv, Bulgaria)

Chapter 5 – Mars Models and Prediction of Laser Efficiency and Power of a Copper Bromide Vapor Laser pp. 133-164
Authors / Editors: Snezhana Georgieva Gocheva-Ilieva (Plovdiv University, Plovdiv, Bulgaria), Iliycho Petkov Iliev (Technical University, Plovdiv, Bulgaria)

Chapter 6 – Models of Ultraviolet Copper-Ion Lasers pp. 165-188
Authors / Editors: Snezhana Georgieva Gocheva-Ilieva (Plovdiv University, Plovdiv, Bulgaria), Iliycho Petkov Iliev (Technical University, Plodiv, Bulgaria)

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