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Felinger A. — Data analysis and signal processing in chromatography
Felinger A. — Data analysis and signal processing in chromatography

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Название: Data analysis and signal processing in chromatography

Автор: Felinger A.

Аннотация:

An overview of the numerical data analysis and signal treatment techniques used in chromatography and related separation techniques, with emphasis on the description of the symmetrical and asymmetrical chromatographic peak shape models. Includes sections on data acquisition, noise, peak detection, and information theory. Contains a thorough overview of the statistics of peak overlap. Both theoretical and empirical models are discussed. Of use not only in chromatography, but in studying spectroscopic and other analytical signals.


Язык: en

Рубрика: Математика/Вероятность/Статистика и приложения/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 1998

Количество страниц: 414

Добавлена в каталог: 29.05.2005

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
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Предметный указатель
A/D converter      93 324
Abstract factor analysis      262
Acceptance error      309
Accuracy      308
Accuracy of peak area      203
Aliasing      82
Alternating regression      272
Amplitude function      26
Apodization function      171
Area measurement      202
Artificial neural network      256
Asymmetrical peak shapes      62
Asymmetry factor      114 118
Autocorrelation      17
Autocorrelation normalized      18
Autocovariance      286
Autocovariance cyclic      396
Autocovariance function      17
Autocovariance function of multicomponent chromatogram      393
Autocovariance function of Poissonian chromatogram      394
Average ensemble      17 162
Average time      17
Band broadening      243
Bartlett window      170
Baseline drift      131
Baseline noise      131
Baseline wander      131
Bernoulli distribution      15
Bias      308
BiGaussian peak shape      98 118
Binomial distribution      15
Blackman window      170
Boxcar filtering      146
Brown noise      129 140
Burst noise      128
Calibration      316
Cauchy distribution      16
Characteristic function      10 55
Chemometrics      1
Chesler — Cram peak shape      101
Chi-square distribution      16
Chromatographic ratioing      274
Chromatographic response function      212
Coefficient of variation      309
Colored noise      129
Column overload      62
Column overload, global      407
Combinatoryial analysis      340
Compound family      366
Confidence level      310
Confidence limit      310
Convolution      29
Correlation      14 164
Correlation chromatography      166
Correlation coefficient      14 317
Correspondence analysis      263
Covariance      14
Craig plate model      45
Critical resolution      217 333
Cross-correlation      18
Cubic splines      159
Cumulant      11
Cumulant coefficients      12
Cumulant function      11
Curve fitting      113
Curve fitting in frequency domain      233
Cut-off frequency      171 247
Data acquisition      79
Data acquisition, frequency      82 87
Data compression      286
Decomposition of density functions      253
Deconvolution      237 288 294
Deconvolution iterative      248
Deconvolution, Fourier-domain      241
Deconvolution, Gold's ratio      249
Deconvolution, Jansson's method      249
Deconvolution, natural computation      256
Denoising      292
Dependent variable      316
Determinate error      307
Determination limit      338
Differentiation      187 284
Digital filter      143
Digitization      79
Dirac delta      34
Discrete Fourier Transform      37
Discrimination factor      212
Disordered chromatogram      345 378
Distribution function      6
Distribution function method      119
Edgeworth — Cramer series      104 107
Eigenanalysis      263
Eigenvalue      262
Eigenvector      262
EMG      69 118 216 234 238
Ensemble averaging      162
entropy      299 363
Environmental noise      128
Equilibrium model of chromatography      48
Equilibriumm renewal process      366
Equivalent width      87 171
Ergodic process      17
Error      307
Error of peak area      199
Error of peak height      199
Error of the first kind      309
Error of the second kind      309
Error propagation      314
Even function      20
Evolutionary factor analysis      268
Evolving factor analysis      269
Excess      12 13
Excess of an EMG peak      72
Excess of overlapping peaks      254
Expectation      9
Expected value      9
Exponential averaging      148
Exponential distribution      16
Exponentially modified Gaussian      see EM
Extent of separation      342
Extra-column effects      67
F-test      311
Factor analysis      262
Fast Fourier Transform      40 280
Flicker noise      127 135 140
Fourier analysis      19
Fourier analysis of multicomponent chromatogram      385
Fourier analysis simplified      403
Fourier integral      22
Fourier series      20
Fourier transform      23 279
Fourier transform cosine      24
Fourier transform discrete      37
Fourier transform fast      40 280
Fourier transform numerical aspects      280
Fourier transform pairs      24
Fourier transform properties      24
Fourier transform properties, area      27
Fourier transform properties, autocorrelation theorem      32
Fourier transform properties, convolution      29
Fourier transform properties, duality      27
Fourier transform properties, frequency-domain differentiation      34
Fourier transform properties, frequency-shift      28
Fourier transform properties, integration      34
Fourier transform properties, linearity      28
Fourier transform properties, moment theorem      34
Fourier transform properties, Parseval's theorem      31
Fourier transform properties, power theorem      32
Fourier transform properties, scaling      28
Fourier transform properties, time-domain differentiation      32
Fourier transform properties, time-shift      28
Fourier transform short-time      289
Fourier transform sine      24
Fourier transform windowed      289
Fourier-domain filtering      167
Fractional informational content      377
Fraser — Suzuki peak shape      104
Frenkel equation      60
Function of mutual information      304
Gamma distribution      16 359
Generalized exponential peak shape      99
Generalized rank annihilation      270
Geometric distribution      15
Gradient method      226
Gram polynomial      154
Gram — Charlier series      104 105
Gross error      307
Haarhoff-van der Linde model      64
Hamming window      170
Hanning window      170
Hartley transform      287
Hartley's formula      300
Hermite polynomials      106
Hessian matrix      226
Hessian method      226
Heteroscedastic noise      293 320
Heuristic evolving latent projection      269
Holistic testing      324
Homoscedastic noise      293 320
Houghton model      63
Hypothesis test      308
Impulse function      34
Independent variable      316
Indeterminate error      307
Information orthogonality      377
Information theory      299
Informational similarity      377
Informing power      302
Integration      284
Integration Condal — Bosch method      193
Integration graphical      191
Integration, asymmetrical peaks      194
Integration, overlapping peaks      197
Integration, triangulation      19
Integrator      324
Interpolation      282
Inverse filtering      237
Iterative deconvolution      248
Iterative target testing factor analysis      266
Johnson noise      126
Kahnan filter      176 229
Kahnan filter extended      232
Kahnan filter smoothing      178
Kaiser f/g factor      212
Kinetic model of chromatography      49
Laplace distribution      16
Laplace transform      287
Leakage      282
Least-squares regression      219
Levenberg — Marquardt method      225
Levy distance      119
Limit of detection      321
Line chromatogram      350
Loading matrix      262
Lognormal peak shape      102
Markov process      135
Martin — Synge plate model      44
Mass balance model of chromatography      46
Matched filters      183
Maximum entropy method      304
Maximum observable frequency      39
Measurement model      177
Median filtering      149
Modular testing      324
Moments      12
Moments of an EMG peak      72
Moments of overlapping peaks      254
Moving Average      145
Moving window smoothing      145
Multidimensional separations      374
Natural computation      256
Negative binomial distribution      15
Noise      125 402
Noise colored      129
Noise environmental      128
Noise filtering      143
Noise flicker      127 135
Noise heteroscedastic      228 293
Noise homoscedastic      228 293
Noise shot      126
Noise thermal      126
Noise white      129
Noise, baseline      131
Noise, burst      128
Nonlinear chromatography      62
Nonlinear regression      220 225
Normal distribution      8 16 359
Normalized measure of peak overlap      214
Null hypothesis      308
Nyquist noise      126
Nyquist sampling theorem      82
Odd function      20
Optimum filtering      173
Overdetermmed system      261
Parseval's theorem      31
Partial least-squares method      263
Parzen window      170
Peak asymmetry      114
Peak capacity      338 341
Peak density      350
Peak detection      183
Peak detection by derivatives      185
Peak height      192
Peak height distribution      335
Peak height measurement      202
Peak overlap      331
Peak resolution      212
Peak shape      239
Peak shape analysis      97
Peak sharpening      237
Peak tracking      328
Peak width      192
Perpendicular drop      197
Phase function      25
Plate model of chromatography      43
Plate model of chromatography, Craig      45
Plate model of chromatography, Martin — Synge      44
Point process      331
Poisson distribution      15
Poisson process      344
Poisson process inhomogeneous      350
Polynomial-modified Gaussian peak      112
Power spectrum      26 286 385
Power spectrum of multicomponent chromatogram      387
Power spectrum of noise      129
Power spectrum of Poissonian chromatogram      389
PRECISION      308
Precision of peak area      203
Precision of peak height      203
Precision of retention time      203 207
Principal component analysis      263 264
Principal factor analysis      263
Probability density function      8
Propagation of random errors      314 315
Propagation of systematic errors      315
Pseudo derivative      188
Pseudo random binary sequence      166
Quality assurance      307
Quantitative analysis      191
Quantization      90
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