CHROM: Data frame of Chromatogram values

Description Usage Format Source Examples

Description

This file contains a data.frame of sample chromotography data. The 6th column is data without noise and the first five all have some gaussian noise added; these data sets showcase the advantages of ADPF over Savitzky-Golay.

Usage

1
data("CHROM")

Format

A data frame with 201 observations on the following 6 variables.

CHROM1

a numeric vector

CHROM2

a numeric vector

CHROM3

a numeric vector

CHROM4

a numeric vector

CHROM5

a numeric vector

CHROM6

a numeric vector

Source

Barak, P., 1995. Smoothing and Differentiation by and Adaptive-Degree Polynomial filter; Anal. Chem. 67, 2758-2762.

Examples

1
2
3
4
5
 ADPF::CHROM

smooth<-ADPF(CHROM[,6],0,9,13)
numpoints=length(CHROM[,6])
plot(x=1:numpoints,y=CHROM[,6]);lines(x=1:numpoints, y=smooth[,3])

Example output

       CHROM1    CHROM2    CHROM3    CHROM4    CHROM5       CHROM6
1    0.183192 -0.077100 -0.097790  0.085859 -0.015870 4.700000e-19
2    0.088376 -0.063420 -0.063600  0.110152  0.048321 1.760000e-17
3   -0.072840 -0.085390  0.110528  0.012572  0.202929 9.560000e-16
4    0.128431  0.015256 -0.013490 -0.067100  0.082466 4.550000e-14
5    0.119575 -0.066040 -0.028600  0.053063 -0.086860 1.760000e-12
6   -0.199410  0.039792 -0.017920 -0.126630  0.123046 5.470000e-11
7    0.040590 -0.089160 -0.043780  0.140374  0.074715 1.360000e-09
8    0.092326 -0.177840 -0.209760  0.132093 -0.213380 2.720000e-08
9   -0.091940 -0.101440  0.078893  0.041012 -0.179560 4.360000e-07
10  -0.094640  0.002308  0.076917  0.094290  0.134481 5.580000e-06
11   0.070087 -0.111620  0.007978  0.285423 -0.082420 5.730000e-05
12   0.161250 -0.180160 -0.165240  0.195209 -0.084230 4.720000e-04
13   0.047456  0.099548  0.065598  0.123258  0.108483 3.107000e-03
14  -0.158500  0.020264 -0.051910 -0.305660  0.147701 1.640000e-02
15   0.038277  0.013084  0.025097 -0.032830  0.140370 6.934300e-02
16   0.189976  0.231089  0.407469  0.222584  0.090781 2.348630e-01
17   0.554081  0.637579  0.539573  0.560152  0.623190 6.372360e-01
18   1.137895  1.439328  1.525363  1.327127  1.365192 1.385037e+00
19   2.482179  2.485186  2.135531  2.571268  2.310528 2.411585e+00
20   3.318081  3.467494  3.384045  3.383296  3.145881 3.363897e+00
21   3.802219  3.771384  3.679843  3.729906  3.829173 3.759614e+00
22   3.430846  3.473944  3.389636  3.142499  3.316220 3.368475e+00
23   2.291993  2.374536  2.466892  2.551373  2.475516 2.424760e+00
24   1.284388  1.355914  1.567083  1.509848  1.493184 1.416725e+00
25   0.771506  0.714968  0.585334  0.613898  0.616618 7.068270e-01
26   0.447267  0.340220  0.306156  0.380005  0.199603 3.757770e-01
27   0.457652  0.335132  0.155057  0.406151  0.406913 3.327420e-01
28   0.528975  0.713707  0.468823  0.338205  0.553593 4.709590e-01
29   0.737145  0.750956  0.747670  0.563377  0.587405 7.273540e-01
30   1.041526  1.222454  1.184476  1.154409  0.943357 1.065857e+00
31   1.416056  1.515097  1.289067  1.513094  1.506781 1.447008e+00
32   1.949770  1.779072  1.642669  1.887522  1.866382 1.814400e+00
33   2.295997  2.080210  2.061740  2.223770  2.302627 2.100631e+00
34   2.233980  2.450411  2.319851  2.299799  2.207935 2.245572e+00
35   2.168587  2.238335  2.087764  2.254645  2.193686 2.216696e+00
36   1.993711  1.912865  2.034424  2.002580  2.007512 2.021085e+00
37   1.618881  1.675580  1.747407  1.715116  1.627487 1.702920e+00
38   1.231362  1.464918  1.305617  1.296634  1.242181 1.327734e+00
39   0.944486  0.828652  0.896973  0.974934  0.954158 9.611990e-01
40   0.603963  0.676361  0.785121  0.659289  0.633261 6.519200e-01
41   0.403079  0.391854  0.509394  0.210238  0.415123 4.240960e-01
42   0.369298  0.121623  0.355337  0.303795  0.386839 2.801100e-01
43   0.230226  0.212247  0.332393  0.544275  0.231269 2.088160e-01
44   0.176901  0.330760  0.211745  0.145679  0.173720 1.944020e-01
45   0.110948  0.277561  0.004308  0.300098  0.122442 2.224830e-01
46   0.195889  0.380353  0.409716  0.117067  0.203066 2.825750e-01
47   0.266256  0.257539  0.269592  0.278540  0.269824 3.678740e-01
48   0.513061  0.642830  0.442606  0.421857  0.504081 4.737300e-01
49   0.635306  0.611347  0.489853  0.538985  0.626343 5.959560e-01
50   0.656062  0.779924  0.875408  0.721566  0.749272 7.295780e-01
51   0.920193  1.011321  0.930559  0.900069  0.854867 8.682050e-01
52   0.982109  0.941035  1.079677  1.293033  1.116758 1.004004e+00
53   1.082910  1.229201  1.161334  1.103248  1.185405 1.128184e+00
54   1.224433  1.116552  1.144761  1.326514  1.203611 1.231827e+00
55   1.351451  1.326272  1.178898  1.345450  1.224605 1.306915e+00
56   1.616125  1.311193  1.286408  1.277859  1.327716 1.347343e+00
57   1.255885  1.434597  1.314821  1.225701  1.555796 1.349749e+00
58   1.321110  1.458040  1.442041  1.339351  1.470976 1.313979e+00
59   1.244005  1.268972  1.037710  1.215430  1.159695 1.243117e+00
60   1.080194  1.168992  1.066199  1.121724  1.145020 1.143065e+00
61   0.980430  1.120019  1.046347  0.986990  1.020365 1.021752e+00
62   0.996703  0.719151  0.935541  1.091591  0.841582 8.881270e-01
63   0.703691  0.824854  0.573293  0.696432  0.723759 7.511120e-01
64   0.713647  0.574690  0.691909  0.597179  0.749596 6.186860e-01
65   0.420859  0.434388  0.477626  0.430831  0.440785 4.972220e-01
66   0.295705  0.471665  0.341266  0.452537  0.485787 3.911520e-01
67   0.329296  0.275545  0.308620  0.404064  0.241942 3.029360e-01
68   0.169391  0.379653  0.203064  0.150638  0.118341 2.332890e-01
69   0.322366  0.213956  0.195661  0.202945  0.201468 1.815700e-01
70  -0.056240  0.405477  0.147286  0.135090  0.088611 1.462400e-01
71  -0.067280  0.045312 -0.008140  0.067537  0.210668 1.252890e-01
72   0.186612  0.134874  0.123066  0.039116 -0.108100 1.166030e-01
73   0.139614  0.213357  0.004777  0.384022  0.084100 1.182090e-01
74   0.194052  0.187542  0.049964 -0.041290  0.111927 1.284180e-01
75   0.117704  0.050403  0.244822  0.298976  0.169551 1.458770e-01
76   0.100929  0.193954  0.116335  0.077285  0.250703 1.695450e-01
77   0.107383  0.191374  0.333121  0.006834  0.176224 1.986330e-01
78   0.328811  0.349734  0.003613  0.266120  0.181489 2.325190e-01
79   0.323307  0.216812  0.498429  0.348356  0.171315 2.706660e-01
80   0.194183  0.311425  0.092254  0.135748  0.400082 3.125440e-01
81   0.318539  0.345792  0.421593  0.357757  0.398828 3.575740e-01
82   0.458549  0.454024  0.378565  0.465313  0.288015 4.050820e-01
83   0.327141  0.422827  0.566187  0.564028  0.410371 4.542810e-01
84   0.429923  0.428317  0.559960  0.480427  0.556913 5.042620e-01
85   0.563492  0.545149  0.587952  0.545578  0.439794 5.540060e-01
86   0.407893  0.585862  0.736573  0.517740  0.532039 6.024020e-01
87   0.553001  0.693663  0.547791  0.555066  0.638782 6.482910e-01
88   0.718344  0.781656  0.666688  0.943546  0.506656 6.904990e-01
89   0.763007  0.756636  0.849882  0.900692  0.602075 7.278880e-01
90   0.814815  0.785571  0.792014  0.781271  0.795159 7.594100e-01
91   0.752396  0.851697  0.855258  0.704068  0.827565 7.841490e-01
92   0.982012  0.779861  0.728068  0.759692  0.872204 8.013690e-01
93   0.599758  0.805466  0.736777  0.710520  0.755357 8.105510e-01
94   0.736251  1.039656  0.848518  0.693340  0.994516 8.114190e-01
95   0.796723  0.653724  0.935146  0.765574  0.722310 8.039520e-01
96   0.567726  0.771785  0.702094  0.900813  0.751555 7.883870e-01
97   0.746547  0.473883  0.813592  0.609928  0.741544 7.652100e-01
98   0.743280  0.828979  0.804625  0.527185  0.640182 7.351270e-01
99   0.740484  0.809990  0.607802  0.865351  0.776117 6.990310e-01
100  0.596423  0.838259  0.909418  0.715285  0.775707 6.579610e-01
101  0.684732  0.610363  0.822759  0.593643  0.762327 6.130510e-01
102  0.670835  0.623318  0.699896  0.600924  0.456227 5.654830e-01
103  0.674243  0.486834  0.486524  0.548217  0.537224 5.164330e-01
104  0.316342  0.420393  0.576181  0.457592  0.487629 4.670300e-01
105  0.452165  0.556691  0.353058  0.481859  0.366149 4.183160e-01
106  0.414384  0.350531  0.322968  0.280191  0.431915 3.712110e-01
107  0.279661  0.326501  0.179240  0.206261  0.184696 3.264980e-01
108  0.347385  0.381789  0.180903  0.330713  0.371667 2.848020e-01
109  0.113765 -0.001770  0.145894  0.167332  0.155299 2.465930e-01
110  0.316309  0.354401  0.279438  0.169221  0.245359 2.121880e-01
111  0.087615  0.264979  0.125078  0.191586  0.250480 1.817610e-01
112  0.197074  0.220026  0.054788  0.069494  0.201082 1.553610e-01
113  0.186422  0.029237  0.002483  0.127045  0.109469 1.329300e-01
114  0.150905  0.282648  0.177086  0.039832  0.129236 1.143260e-01
115  0.070984  0.084534  0.022591  0.107856 -0.018030 9.934600e-02
116  0.108186  0.073040  0.031920  0.194467  0.141877 8.774300e-02
117  0.090989  0.126885  0.289286  0.048890  0.072376 7.924800e-02
118  0.077521  0.165946 -0.150730  0.163449 -0.024280 7.358200e-02
119  0.046305 -0.000360 -0.029730  0.143199  0.020195 7.047400e-02
120 -0.031180  0.090210  0.040443  0.117641  0.239225 6.966700e-02
121  0.039994  0.103949  0.198520  0.049683 -0.085110 7.092400e-02
122  0.240631  0.033952  0.103104  0.087051  0.092142 7.403700e-02
123 -0.046900  0.009607  0.097702  0.059531  0.166128 7.881900e-02
124  0.104801 -0.040370  0.053146  0.109239  0.123178 8.511400e-02
125  0.089279  0.153238  0.104474  0.133445  0.134202 9.278700e-02
126  0.066879 -0.053660  0.198294  0.018205  0.050197 1.017250e-01
127  0.075529  0.266710  0.088070  0.040589  0.080698 1.118310e-01
128  0.137644  0.041256  0.208372  0.231222  0.059188 1.230230e-01
129  0.180883  0.208735 -0.024140  0.211630  0.282383 1.352270e-01
130  0.098542  0.306492  0.129180  0.034615  0.231813 1.483730e-01
131  0.125971  0.198369  0.019243  0.134567  0.330588 1.623940e-01
132  0.097998  0.271993  0.336524  0.227365  0.304360 1.772220e-01
133  0.326072  0.056203  0.094276  0.161645  0.358038 1.927830e-01
134  0.289651  0.197146  0.183859  0.202062  0.130302 2.089980e-01
135  0.378846  0.349530  0.235475  0.292290  0.267957 2.257810e-01
136  0.363786  0.395676  0.191400  0.040655  0.440417 2.430360e-01
137  0.428787  0.342572  0.331367  0.245135  0.085376 2.606570e-01
138  0.222043  0.225021  0.279697  0.293462  0.324188 2.785290e-01
139  0.499455  0.223779  0.313103  0.348379  0.116668 2.965290e-01
140  0.132756  0.372346  0.188243  0.332294  0.203593 3.145240e-01
141  0.426627  0.469285  0.205615  0.370117  0.242435 3.323740e-01
142  0.272232  0.308369  0.447532  0.552099  0.435606 3.499330e-01
143  0.206777  0.374818  0.485275  0.397430  0.332014 3.670510e-01
144  0.435691  0.474653  0.426122  0.383817  0.448425 3.835760e-01
145  0.199267  0.521355  0.279201  0.394154  0.521685 3.993550e-01
146  0.304061  0.456671  0.543811  0.557504  0.412620 4.142360e-01
147  0.345924  0.397993  0.380543  0.536912  0.307491 4.280750e-01
148  0.533563  0.400858  0.475510  0.605430  0.532134 4.407310e-01
149  0.423613  0.421215  0.470393  0.451830  0.436726 4.520750e-01
150  0.523564  0.434439  0.532042  0.504501  0.267651 4.619850e-01
151  0.582569  0.470277  0.550228  0.480686  0.509933 4.703580e-01
152  0.482017  0.443242  0.399901  0.369973  0.622662 4.771010e-01
153  0.370740  0.470171  0.607978  0.444444  0.305384 4.821420e-01
154  0.589526  0.474652  0.441486  0.507243  0.288425 4.854240e-01
155  0.493238  0.462579  0.474959  0.490807  0.434770 4.869110e-01
156  0.280270  0.486001  0.353811  0.573260  0.434880 4.865860e-01
157  0.527125  0.440451  0.559269  0.654714  0.520705 4.844540e-01
158  0.612758  0.493887  0.434323  0.518326  0.544393 4.805370e-01
159  0.284714  0.531917  0.372532  0.590867  0.393874 4.748790e-01
160  0.243674  0.320862  0.590638  0.557520  0.502291 4.675430e-01
161  0.394529  0.415976  0.323832  0.271444  0.412206 4.586090e-01
162  0.384665  0.441301  0.394187  0.268261  0.437241 4.481720e-01
163  0.463729  0.210564  0.456969  0.389336  0.477354 4.363440e-01
164  0.469676  0.469990  0.489457  0.631259  0.388528 4.232490e-01
165  0.502990  0.356837  0.379761  0.375333  0.377435 4.090200e-01
166  0.377906  0.340479  0.452954  0.403572  0.256434 3.938000e-01
167  0.504716  0.485896  0.287525  0.287173  0.491551 3.777360e-01
168  0.325179  0.470584  0.501380  0.348086  0.216194 3.609800e-01
169  0.384600  0.212788  0.367923  0.535516  0.497130 3.436840e-01
170  0.295486  0.271928  0.337719  0.267838  0.300825 3.260010e-01
171  0.282167  0.349243  0.507354  0.236268  0.375765 3.080770e-01
172  0.140040  0.181167  0.346874  0.135924  0.404926 2.900560e-01
173  0.363313  0.286530  0.176333  0.461825  0.292983 2.720740e-01
174  0.063786  0.139299  0.129196  0.361732  0.298449 2.542580e-01
175  0.383356  0.249117  0.095047  0.037101  0.144304 2.367240e-01
176  0.207590  0.271243  0.188132  0.235968  0.134180 2.195810e-01
177  0.266002  0.190896  0.272498  0.313275  0.302477 2.029210e-01
178  0.288958  0.040433  0.261369  0.216037  0.301523 1.868280e-01
179  0.176408 -0.076250  0.106603  0.107079  0.248442 1.713720e-01
180  0.166736  0.245114  0.097774  0.225448  0.127043 1.566100e-01
181  0.039844  0.094168  0.114474  0.092980  0.176467 1.425870e-01
182  0.035103  0.322826  0.234488  0.156309  0.132794 1.293370e-01
183  0.208267 -0.088060  0.115824  0.167960  0.235250 1.168820e-01
184  0.209123  0.062363  0.034043  0.062214  0.097523 1.052340e-01
185  0.165992  0.122666  0.080903  0.265066  0.164647 9.439400e-02
186  0.061793  0.008120  0.075596  0.030658  0.240427 8.435600e-02
187  0.071567  0.182097  0.032557 -0.059290  0.154520 7.510500e-02
188 -0.099040 -0.022380 -0.051430 -0.143690  0.103100 6.662000e-02
189 -0.015390 -0.035390  0.156183  0.062848 -0.001410 5.887400e-02
190  0.188687  0.045427  0.118406 -0.099870 -0.033820 5.183500e-02
191  0.109516  0.236585  0.163285  0.041062  0.000894 4.546800e-02
192  0.070950 -0.069720  0.139584  0.036800 -0.009600 3.973400e-02
193 -0.032350  0.056601  0.189228  0.135967  0.009197 3.459500e-02
194 -0.068030  0.074587  0.022008 -0.028960 -0.055970 3.000800e-02
195 -0.030320 -0.063200 -0.193410 -0.010380 -0.038810 2.593300e-02
196 -0.040370  0.102238  0.007398  0.010545 -0.031660 2.232800e-02
197  0.030853 -0.031680 -0.053430 -0.237350 -0.057050 1.915200e-02
198  0.000184  0.108425  0.031435 -0.064710  0.025681 1.636700e-02
199  0.032875  0.029809 -0.138190 -0.049690 -0.050210 1.393500e-02
200 -0.010280  0.122832  0.105476  0.113587  0.045060 1.182000e-02
201 -0.067110 -0.087800  0.095848 -0.005880 -0.079650 9.989000e-03

ADPF documentation built on May 2, 2019, 8:33 a.m.

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