Data Analysis Using the Method of Least Squares: Extracting the Most Information from Experiments

2006 | ISBN: 3540256741, 3540317201 | English | 257 Pages | PDF | 7 MB

The purpose of this book is to fill this gap and include the type of information required to help scientists and engineers apply the method to problems in their special fields of interest. In addition, graduate students in science and engineering doing work of experimental nature can benefit from this book.

Develops the full power of the least-squares method
Enables engineers and scientists to apply the method to their specific problem
Deals with linear as well as with non-linear least-squares, parametric as well as non-parametric methods

Contents
Chapter 1 INTRODUCTION
Chapter 2 THE METHOD OF LEAST SQUARES
Chapter 3 MODEL EVALUATION
Chapter 4 CANDIDATE PREDICTORS
Chapter 5 DESIGNING QUANTITATIVE EXPERIMENTS
Chapter 6 SOFTWARE
Chapter 7 KERNEL REGRESSION
Appendix A: Generating Random Noise
Appendix B: Approximating the Standard Normal Distribution
References
Index

Download:

http://longfiles.com/v00w26ar8b3d/Data_Analysis_Using_the_Method_of_Least_Squares_Extracting_the_Most_Information_from_Experiments.pdf.html

[Fast Download] Data Analysis Using the Method of Least Squares: Extracting the Most Information from Experiments

Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.