Suzen, Mehmet

2017-Sep-12 11:24 UTC

### [R] comparition of occurrence of multiple variables between two dataframes

Do you have a simplified example with a code? It is not clear to me what do you mean by tree but if you refer to tree data structure, maybe you could change the data structure to tree (https://cran.r-project.org/web/packages/data.tree/vignettes/data.tree.html) and try to write comparison of two tree objects. It might be easier that data.frame alone. On 12 September 2017 at 12:27, C?line L?scher <c-luescher at hispeed.ch> wrote:> Hi everyone, I need your help to solve a problem with occurrence and two dataframes. > I have an excel table of 15200 lines. Each line correspond to a tree analyzed for its structures. I have all the structures in columns (48 structures). The occurrence of these structures has been counted on every tree. For example, the tree 12607 has 3 structures CV11, 1 structure IN12 and none (0) of the rest of all the other structures. The very last column is the value given to the tree, according to the structures found on it (each structure giving a number of point to the tree by its presence on it). > The question is: Are there some structures, or combination of structures, which give a high value to the tree ? Of course, according to the value of each structure, we can see which one has a higher value than the others (ex: structure CV11 has a value of 15, structure IN12 has a value of 4). But what I want to know is, if we take all the trees having a final value higher than 100 (we create a new dataframe "data100"), and we compare with the trees having a final value under 100 (we create another dataframe "data0"), can we find a significant difference in the number and occurrence of structures found on these trees? And which structure is related to trees with a higher value than 100 ? > For now, I have only a visual answer to the question. I did two boxplot of the data100 and data0, and I have seen some diff?rences : 2 structures are only found in the data100, which can be caracteristic of a final value higher than 100. The problem is that I?m looking for a test to prove this. > If you have any idea or proposition for solving this problem.. it will be great! > Best wishes, > C. > > > Gesendet von Mail f?r Windows 10 > > > [[alternative HTML version deleted]] > > ______________________________________________ > R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see > https://stat.ethz.ch/mailman/listinfo/r-help > PLEASE do read the posting guide http://www.R-project.org/posting-guide.html > and provide commented, minimal, self-contained, reproducible code.

Céline Lüscher

2017-Sep-12 11:57 UTC

### [R] comparition of occurrence of multiple variables between two dataframes

Yes of course, I can share this short view of the datas. Here is the head() of data100, containing all the trees with a final value higher than 100?: CV11 CV12 CV13 CV14 CV15 CV21 CV22 CV23 CV24 CV25 CV26 CV31 CV32 CV33 CV41 CV42 CV43 CV44 CV51 CV52 IN11 IN12 IN13 1291 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1083 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3919 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 14685 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 4021 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 5452 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 IN14 IN21 IN22 IN23 IN31 IN32 IN33 IN34 BA11 BA12 BA21 DE11 DE12 DE13 DE14 DE15 GR11 GR12 GR13 GR21 GR22 GR31 GR32 1291 0 0 0 0 0 0 0 0 30 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1083 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3919 0 0 1 0 2 0 0 0 2 0 0 0 3 0 0 0 0 0 0 11 0 0 0 14685 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4021 0 0 0 0 0 0 0 0 11 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5452 0 0 1 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 EP11 EP12 EP13 EP14 EP21 EP31 EP32 EP33 EP34 EP35 NE11 NE12 NE21 OT11 OT12 OT21 OT22 ecoval 1291 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1192 1083 0 8 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 424 3919 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 380 14685 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 370 4021 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 358 5452 0 0 0 0 0 0 1 0 0 11 0 0 0 0 1 0 0 356 The columns are the possible structures found on a tree (cavity, scar?) And the same for the data0?: CV11 CV12 CV13 CV14 CV15 CV21 CV22 CV23 CV24 CV25 CV26 CV31 CV32 CV33 CV41 CV42 CV43 CV44 CV51 CV52 IN11 IN12 IN13 4728 0 0 0 1 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 5339 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 11766 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 796 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3561 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 10581 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 IN14 IN21 IN22 IN23 IN31 IN32 IN33 IN34 BA11 BA12 BA21 DE11 DE12 DE13 DE14 DE15 GR11 GR12 GR13 GR21 GR22 GR31 GR32 4728 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 5339 1 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 11766 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 796 1 1 0 0 1 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3561 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10581 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 EP11 EP12 EP13 EP14 EP21 EP31 EP32 EP33 EP34 EP35 NE11 NE12 NE21 OT11 OT12 OT21 OT22 ecoval 4728 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 99 5339 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 99 11766 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 99 796 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 98 3561 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 98 10581 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 1 0 98 In short, the question is about to find a test to compare the occurrence of the structures between the group higher than 100 and the group under 100. Thank you for your help, C. Gesendet von Mail f?r Windows 10 Von: Suzen, Mehmet Gesendet: mardi, 12 septembre 2017 13:24 An: C?line L?scher Cc: r-help at r-project.org Betreff: Re: [R] comparition of occurrence of multiple variables between two dataframes Do you have a simplified example with a code? It is not clear to me what do you mean by tree but if you refer to tree data structure, maybe you could change the data structure to tree (https://cran.r-project.org/web/packages/data.tree/vignettes/data.tree.html) and try to write comparison of two tree objects. It might be easier that data.frame alone. On 12 September 2017 at 12:27, C?line L?scher <c-luescher at hispeed.ch> wrote:> Hi everyone, I need your help to solve a problem with occurrence and two dataframes. > I have an excel table of 15200 lines. Each line correspond to a tree analyzed for its structures. I have all the structures in columns (48 structures). The occurrence of these structures has been counted on every tree. For example, the tree 12607 has 3 structures CV11, 1 structure IN12 and none (0) of the rest of all the other structures. The very last column is the value given to the tree, according to the structures found on it (each structure giving a number of point to the tree by its presence on it). > The question is: Are there some structures, or combination of structures, which give a high value to the tree ? Of course, according to the value of each structure, we can see which one has a higher value than the others (ex: structure CV11 has a value of 15, structure IN12 has a value of 4). But what I want to know is, if we take all the trees having a final value higher than 100 (we create a new dataframe "data100"), and we compare with the trees having a final value under 100 (we create another dataframe "data0"), can we find a significant difference in the number and occurrence of structures found on these trees? And which structure is related to trees with a higher value than 100 ? > For now, I have only a visual answer to the question. I did two boxplot of the data100 and data0, and I have seen some diff?rences : 2 structures are only found in the data100, which can be caracteristic of a final value higher than 100. The problem is that I?m looking for a test to prove this. > If you have any idea or proposition for solving this problem.. it will be great! > Best wishes, > C. > > > Gesendet von Mail f?r Windows 10 > > > [[alternative HTML version deleted]] > > ______________________________________________ > R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see > https://stat.ethz.ch/mailman/listinfo/r-help > PLEASE do read the posting guide http://www.R-project.org/posting-guide.html > and provide commented, minimal, self-contained, reproducible code.[[alternative HTML version deleted]]

Suzen, Mehmet

2017-Sep-12 12:10 UTC

### [R] comparition of occurrence of multiple variables between two dataframes

Hi C?line, Looks like you are looking for a statistical test between two sets of distributions, such as KS test, for example, generate histogram for each row in an identical way and run KS test. But if you are after simple difference you may use compare package ( https://cran.r-project.org/web/packages/compare/index.html). Best, -m PS: Data is already plural :) datas does not exist. On 12 September 2017 at 13:57, C?line L?scher <c-luescher at hispeed.ch> wrote:> Yes of course, I can share this short view of the datas. > > > > Here is the head() of data100, containing all the trees with a final value > higher than 100 : > > CV11 > > CV12 > > CV13 > > CV14 > > CV15 > > CV21 > > CV22 > > CV23 > > CV24 > > CV25 > > CV26 > > CV31 > > CV32 > > CV33 > > CV41 > > CV42 > > CV43 > > CV44 > > CV51 > > CV52 > > IN11 > > IN12 > > IN13 > > 1291 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1083 > > 0 > > 4 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 3919 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 2 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 14685 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 4021 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 5452 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > IN14 > > IN21 > > IN22 > > IN23 > > IN31 > > IN32 > > IN33 > > IN34 > > BA11 > > BA12 > > BA21 > > DE11 > > DE12 > > DE13 > > DE14 > > DE15 > > GR11 > > GR12 > > GR13 > > GR21 > > GR22 > > GR31 > > GR32 > > 1291 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 30 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1083 > > 3 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 3919 > > 0 > > 0 > > 1 > > 0 > > 2 > > 0 > > 0 > > 0 > > 2 > > 0 > > 0 > > 0 > > 3 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 11 > > 0 > > 0 > > 0 > > 14685 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 11 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 4021 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 11 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 5452 > > 0 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 2 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > EP11 > > EP12 > > EP13 > > EP14 > > EP21 > > EP31 > > EP32 > > EP33 > > EP34 > > EP35 > > NE11 > > NE12 > > NE21 > > OT11 > > OT12 > > OT21 > > OT22 > > ecoval > > 1291 > > 0 > > 8 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1192 > > 1083 > > 0 > > 8 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 424 > > 3919 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 380 > > 14685 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 370 > > 4021 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 358 > > 5452 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 11 > > 0 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 356 > > > > The columns are the possible structures found on a tree (cavity, scar?) > > > > And the same for the data0 : > > CV11 > > CV12 > > CV13 > > CV14 > > CV15 > > CV21 > > CV22 > > CV23 > > CV24 > > CV25 > > CV26 > > CV31 > > CV32 > > CV33 > > CV41 > > CV42 > > CV43 > > CV44 > > CV51 > > CV52 > > IN11 > > IN12 > > IN13 > > 4728 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 0 > > 3 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1 > > 1 > > 0 > > 0 > > 5339 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 11766 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 796 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 3561 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 10581 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > IN14 > > IN21 > > IN22 > > IN23 > > IN31 > > IN32 > > IN33 > > IN34 > > BA11 > > BA12 > > BA21 > > DE11 > > DE12 > > DE13 > > DE14 > > DE15 > > GR11 > > GR12 > > GR13 > > GR21 > > GR22 > > GR31 > > GR32 > > 4728 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 5339 > > 1 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 11766 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 796 > > 1 > > 1 > > 0 > > 0 > > 1 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 3561 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 3 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 10581 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > EP11 > > EP12 > > EP13 > > EP14 > > EP21 > > EP31 > > EP32 > > EP33 > > EP34 > > EP35 > > NE11 > > NE12 > > NE21 > > OT11 > > OT12 > > OT21 > > OT22 > > ecoval > > 4728 > > 0 > > 0 > > 1 > > 0 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 99 > > 5339 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 99 > > 11766 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1 > > 99 > > 796 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 98 > > 3561 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 98 > > 10581 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 0 > > 1 > > 0 > > 98 > > > > > > In short, the question is about to find a test to compare the occurrence > of the structures between the group higher than 100 and the group under 100. > > > > Thank you for your help, > > C. > > > > > > > > Gesendet von Mail <https://go.microsoft.com/fwlink/?LinkId=550986> f?r > Windows 10 > > > > *Von: *Suzen, Mehmet <msuzen at gmail.com> > *Gesendet: *mardi, 12 septembre 2017 13:24 > *An: *C?line L?scher <c-luescher at hispeed.ch> > *Cc: *r-help at r-project.org > *Betreff: *Re: [R] comparition of occurrence of multiple variables > between two dataframes > > > > Do you have a simplified example with a code? It is not clear to me > > what do you mean by tree but if you refer to tree data structure, > > maybe you could change the data structure to tree > > (https://cran.r-project.org/web/packages/data.tree/ > vignettes/data.tree.html) > > and try to write comparison of two tree objects. It might be easier > > that data.frame alone. > > > > On 12 September 2017 at 12:27, C?line L?scher <c-luescher at hispeed.ch> > wrote: > > > Hi everyone, I need your help to solve a problem with occurrence and two > dataframes. > > > I have an excel table of 15200 lines. Each line correspond to a tree > analyzed for its structures. I have all the structures in columns (48 > structures). The occurrence of these structures has been counted on every > tree. For example, the tree 12607 has 3 structures CV11, 1 structure IN12 > and none (0) of the rest of all the other structures. The very last column > is the value given to the tree, according to the structures found on it > (each structure giving a number of point to the tree by its presence on it). > > > The question is: Are there some structures, or combination of > structures, which give a high value to the tree ? Of course, according to > the value of each structure, we can see which one has a higher value than > the others (ex: structure CV11 has a value of 15, structure IN12 has a > value of 4). But what I want to know is, if we take all the trees having a > final value higher than 100 (we create a new dataframe "data100"), and we > compare with the trees having a final value under 100 (we create another > dataframe "data0"), can we find a significant difference in the number and > occurrence of structures found on these trees? And which structure is > related to trees with a higher value than 100 ? > > > For now, I have only a visual answer to the question. I did two boxplot > of the data100 and data0, and I have seen some diff?rences : 2 structures > are only found in the data100, which can be caracteristic of a final value > higher than 100. The problem is that I?m looking for a test to prove this. > > > If you have any idea or proposition for solving this problem.. it will > be great! > > > Best wishes, > > > C. > > > > > > > > > Gesendet von Mail f?r Windows 10 > > > > > > > > > [[alternative HTML version deleted]] > > > > > > ______________________________________________ > > > R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see > > > https://stat.ethz.ch/mailman/listinfo/r-help > > > PLEASE do read the posting guide http://www.R-project.org/ > posting-guide.html > > > and provide commented, minimal, self-contained, reproducible code. > > >[[alternative HTML version deleted]]

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