TY  - BOOK
AU  - Mark,Howard
AU  - Workman,Jerry
TI  - Chemometrics in spectroscopy
SN  - 9780123740243
AV  - QD95.5.S72 M36 2007
PY  - 2007///
CY  - Amsterdam, Boston
PB  - Academic Press
KW  - Spectrum analysis
KW  - Statistical methods
KW  - Chemometrics
N1  - Includes bibliographical references and index; Contents; 1A new beginning; 2Elementary matrix algebra : part 1; 3Elementary matrix algebra : part 2; 4Matrix algebra and multiple linear regression : part 1; 5Matrix algebra and multiple linear regression : part 2; 6Matrix algebra and multiple linear regression : part 3 - the concept of determinants; 7Matrix algebra and multiple linear regression : part 4 - concluding remarks; 8Experimental designs : part 1; 9Experimental designs : part 2; 10Experimental designs : part 3; 11Analytic geometry : part 1 - the basics in two and three dimensions; 12Analytic geometry : part 2 - geometric representation of vectors and algebraic operations; 13Analytic geometry : part 3 - reducing dimensionality; 14Analytic geometry : part 4 - the geometry of vectors and matrices; 15Experimental designs : part 4 - varying parameters to expand the design; 16Experimental designs : part 5 - one-at-a-time designs; 17Experimental designs : part 6 - sequential designs; 18Experimental designs : part 7 - [beta], the power of a test; 19Experimental designs : part 8 - [beta], the power of a test (continued); 20Experimental designs : part 9 - sequential designs concluded; 21Calculating the solution for regression techniques : part 1 - multivariate regression made simple; 22Calculating the solution for regression techniques : part 2 - principal component(s) regression made simple; 23Calculating the solution for regression techniques : part 3 - partial least squares regression made simple; 24Looking behind and ahead : interlude; 25A simple question : the meaning of chemometrics pondered; 26Calculating the solution for regression techniques : part 4 - singular value decomposition; 27Linearity in calibration; 28Challenges : unsolved problems in chemometrics; 29Linearity in calibration : act II scene I; 30Linearity in calibration : act II scene II - reader's comments; 31Linearity in calibration : act II scene III; 32Linearity in calibration : act II scene IV; 33Linearity in calibration : act II scene V; 34Collaborative laboratory studies : part 1 - a blueprint; 35Collaborative laboratory studies : part 2 - using ANOVA; 36Collaborative laboratory studies : part 3 - testing for systematic error; 37Collaborative laboratory studies : part 4 - ranking test; 38Collaborative laboratory studies : part 5 - efficient comparison of two methods; 39Collaborative laboratory studies : part 6 - MathCad worksheet text; 40Is noise brought by the stork? : analysis of noise : part 1; 41Analysis of noise : part 2; 42Analysis of noise : part 3; 43Analysis of noise : part 4; 44Analysis of noise : part 5; 45Analysis of noise : part 6; 46Analysis of noise : part 7; 47Analysis of noise : part 8; 48Analysis of noise : part 9; 49Analysis of noise : part 10; 50Analysis of noise : part 11; 51Analysis of noise : part 12; 52Analysis of noise : part 13; 53Analysis of noise : part 14; 54Derivatives in spectroscopy : part 1 - the behavior of the derivative; 55Derivatives in spectroscopy : part 2 - the "true" derivative; 56Derivatives in spectroscopy : part 3 - computing the derivative; 57Derivatives in spectroscopy : part 4 - calibrating with derivatives; 58Comparison of goodness of fit statistics for linear regression : part 1 - introduction; 59Comparison of goodness of fit statistics for linear regression : part 2 - the correlation coefficient; 60Comparison of goodness of fit statistics for linear regression : part 3 - computing confidence limits for the correlation coefficient; 61Comparison of goodness of fit statistics for linear regression : part 4 - confidence limits for slope and intercept; 62Correction and discussion regarding derivatives; 63Linearity in calibration : act III scene I - importance of nonlinearity; 64Linearity in calibration : act III scene II - a discussion of the Durbin-Watson statistic, a step in the right direction; 65Linearity in calibration : act III scene III - other tests for nonlinearity; 66Linearity in calibration : act III scene IV - how to test for nonlinearity; 67Linearity in calibration : act III scene V - quantifying nonlinearity; 68Linearity in calibration : act III scene VI - quantifying nonlinearity, part II, and a news flash; 69Connecting chemometrics to statistics : part 1 - the chemometrics side; 70Connecting chemometrics to statistics : part 2 - the statistics side; 71Limitations in analytical accuracy : part 1 - Horwitz's trumpet; 72Limitations in analytical accuracy : part 2 - theories to describe the limits in analytical accuracy; 73Limitations in analytical accuracy : part 3 - comparing test results for analytical uncertainty; 74The statistics of spectral searches; 75The chemometrics of imaging spectroscopy
ER  -