[R] Rearranging Data

From: Jia Ying Mei <jiamei_at_princeton.edu>
Date: Thu, 31 Jul 2008 00:12:46 -0400


Hi everyone,

A few days back Jim helped with out, helping me find an automated way of determining the mean and median of intervals between price changes.

However, a new set of data I have is no longer in the same format. CDSmod is the file that was used with this code:

x <- read.csv('/cdsmod.csv', as.is=TRUE, check.names=FALSE) x$Date <- as.Date(x$Date, "%m/%d/%Y")
require(zoo)
out <- lapply(x[-1], function(.cnty){ # iterate for each country

    # create a dataframe of the date and currency
.df <- data.frame(date=x[[1]], cur=.cnty)
.df <- .df[order(.df$date),] # sort in date order
.df$cur <- na.locf(.df$cur, na.rm=FALSE) # carry forward missing values
.df <- .df[complete.cases(.df),] # delete NAs at the beginning
    # mark the breaks
.df$grp <- cumsum(c(TRUE, head(.df$cur, -1) != tail(.df$cur, -1)))

    # now split out each group and calculate its length
    # if it is not the last group, then the end of the span if one day earlier
    # than the next entry.  Working with the indices (row numbers)
into the dataframe

    # to make this easier
.len <- sapply(split(seq(nrow(.df)), .df$grp), function(.indx){

        if (tail(.indx, 1) != nrow(.df)){   # not the last split
            # subtract 1 day from start of next range
            .df$date[tail(.indx, 1) + 1] - 1 - .df$date[.indx[1]]
        }
        else {
            .df$date[tail(.indx, 1)] - .df$date[.indx[1]]
        }

    })
})
# output the mean and median
t(sapply(out, function(.cntry) c(number=length(.cntry), mean=mean(.cntry), median=median(.cntry))))

I wanted to know if there is a way to rearrange data from IKEALASTmod so that we can use something like the code above. The new problem is that instead of date and country only, there is now date, country and product. So is it possible to rearrange my data to have the output from above be by country and price.

Hope I was clear, thanks for any help you can offer!

Jia Ying Mei

Date	Albania (euro)	Australia (AUD)	Austria (euro)	Belgium (euro)	Brazil (RS)	CZ (Kr)	Cipro (L.?)	Denmark (Kr)	Egitto (euro)	Finland (euro)	France (euro)	Germany (euro)	Greece (euro)	Monaco (euro)	Ireland (euro)	Luxembourg (euro)	Malta (MH)	Nigeria (euro)	Norway (Kr)	Olanda (euro)	Poloma (Pln)	Portugal (euro)	Romania (euro)	SK Slov (Sk)	Slovenia (euro/SIT)	Spain (euro)	Svezia (Kr)	CH (Fr.)	CH Tic. (Fr)	Turkey (euro)	UK (pounds)	USA	Venezuela (US dollars)	Ungheria (Ft.)	Libano (LL)	Italy	Canada (C$)	Costa Rica (USD)	Libia (Dirh)	Messico (N.$)	S. Domingo (RD)	South Africa (R.)	Bulgaria (Leva)	Ethopia (Dirh_
6/30/07	2	2	1.85	1.85	7	60	1.2	15	2	2	1.85	1.85	1.6	1.85	2	1.85	0.9	2.5	17	1.85	9	1.5	2	80	1.6 (383)	1.5	18	2.8	2.7	2.4	1.4	3	3	495	3.5	1	3.5	3	3.6	21	50	15.95	160	6.5
3/31/07	2	2	1.85	1.85	7	60	1.2	15	2	2	1.85	1.85	1.6	1.85	2	1.85	0.9	2.5	17	1.85	9	1.5	2	80	1.6 (383)	1.5	18	2.8	2.7	2	1.4	3	3	495	3.5	1	3.5	3	3.6	21	50	15.95	160	6.5
11/30/06	2	2	1.85	1.85	7	60	1.2	15	2	2	1.85	1.85	1.6	1.85	2	1.85	0.9	2.5	17	1.85	9	1.5	2	80	480	1.5	18	2.8	2.7	2	1.4	3	3	495	3.5	1	3.5	3	3.6	21	50	15.95	160	6.5
5/2/06	2	2	1.85	1.85	7	60	1.2	15	2	2	1.85	1.85	1.6	1.85	2	1.85	0.9	2.5	17	1.85	9	1.5	2	80	480	1.5	18	2.8	2.7	2	1.4	3	3	495	3.5	1	3.5	3	3.6	21	50	15.95	160	6.5
1/11/06	2	2	1.85	1.85	7	60	1.2	15	2	2	1.85	1.85	1.6	1.85	2	1.85	0.9	3 (USD)	17	1.85	9	1.5	2	80	480	1.5	18	2.8	2.7	NA	1.4	3	3	495	3.5	1	3.5	3	3.6	21	50	15.95	160	6.5
8/5/05	2	2	1.85	1.85	7	60	1.2	15	2	2	1.85	1.85	1.6	1.85	2	1.85	0.9	3 (USD)	17	1.85	9	1.5	2	80	480	1.5	18	2.8	2.7	NA	1.4	3	3	495	3.5	0.9	3.5	3	3.6	21	50	15.95	160	6.5
7/31/05	2	2	1.85	1.85	7	60	1.2	15	2	2	1.85	1.85	1.6	1.85	2	1.85	0.9	3 (USD)	17	1.85	9	1.5	2	80	480	1.5	18	2.8	2.7	NA	1.4	3	3	495	3.5	0.9	3.5	3	3.6	21	50	15.95	160	6.5
4/30/05	2	1.5	1.85	1.85	7	56	1.2	15	2	2	1.85	1.85	1.6	1.85	2	1.85	0.53	3 (USD)	16	1.85	8.4	1.5	2	71	280	1.5	18	2.8	2.7	NA	1.3	2	3	350	3.5	0.9	3.5	3	3.6	21	50	15.95	160	6.5
1/31/05	2	1.5	1.85	1.85	7	56	1.2	15	2.2 (USD)	2	1.85	1.85	1.6	1.85	2	1.85	0.53	3 (USD)	16	1.85	8.4	1.5	2	71	280	1.5	18	2.8	2.7	NA	1.3	2	3	350	3.5	0.9	3.5	3	3.6	21	50	15.95	160	6.5
1/3/05	2	1.5	1.85	1.85	5	56	1.2	15	2.2 (USD)	2	1.85	1.85	1.6	1.85	2	1.85	0.53	3 (USD)	16	1.85	8.4	1.5	2	71	280	1.5	18	2.8	2.7	NA	1.3	2	3	350	3.5	0.9	3.5	3	3.6	21	50	15.95	160	6.5
1/2/05	2	4	1.85	1.85	4	56	1.2	15	2.2 (USD)	2	1.85	1.85	1.6	1.85	2	1.85	0.53	3 (USD)	16	1.85	8.4	1.5	2	71	280	1.5	18	2.8	2.7	NA	1.3	2	3	350	3.25	0.9	3.5	3	3.6	21	50	15.95	160	6.5
12/31/04	2 (USD)	4	1.85	1.85	4	56	1.2	15	2.2 (USD)	2	1.85	1.85	1.6	1.85	2	1.85	0.53	3 (USD)	16	1.85	8.4	1.4	2	69	280	1.4	18	2.8	2.5	NA	1.3	2	300 (BS)	350	3.25	0.9	3.5	3	3.6	21	50	15.95	160	6.5
11/28/04	2 (USD)	4	1.85	1.85	4	56	1.2	15	2.2 (USD)	2	1.85	1.85	1.6	1.85	2	1.85	0.53	3 (USD)	16	1.85	8.4	1.4	2	69	280	1.4	18	2.8	2.5	NA	1.3	2	6000 (BS)	350	3.25	0.9	3.5	3	3.6	21	50	15.95	160	6.5
10/31/04	2 (USD)	4	1.85	1.85	4	56	1.2	15	2.2 (USD)	2	1.85	1.85	1.6	1.85	2	1.85	0.53	3 (USD)	16	1.85	8.4	1.4	55000 (lei)	69	280	1.4	18	2.8	2.5	NA	1.3	2	300 (BS)	350	3.25	0.9	3.5	3	3.6	21	50	15.95	160	6.5
9/7/04	2 (USD)	4	1.85	1.85	4	56	1.2	15	2.2 (USD)	2	1.85	1.85	1.6	1.85	2	1.85	0.53	3 (USD)	16	1.85	8.4	1.4	55000 (lei)	69	280	1.4	18	2.8	2.5	NA	1.3	2	300 (BS)	350	3.25	0.9	3.5	3	3.6	21	50	15.95	160	6.5
6/30/04	2 (USD)	4	1.85	1.85	4	56	1.2	15	2.2 (USD)	2	1.85	1.85	1.6	1.85	2	1.85	0.53	3 (USD)	16	1.85	8.4	1.2	55000 (lei)	69	280	1.2	18	2.8	2.5	NA	1.3	2	300 (BS)	350	3.25	0.9	3.5	3	3.6	21	50	15.95	160	6.5
4/30/04	2 (USD)	4	1.85	1.85	4	56	1.2	15	2.2 (USD)	2	1.85	1.85	1.6	1.85	2	1.85	0.5	3 (USD)	16	1.85	8.4	1.2	55000 (lei)	69	280	1.2	18	2.8	2.5	NA	1.3	2	300 (BS)	350	3.25	0.9	3.5	3	3.6	21	50	15.95	160	6.5
12/31/03	2 (USD)	4	1.85	1.85	4	56	1.2	15	2.2 (USD)	2	1.85	1.85	1.6	1.85	2	1.85	0.5	3 (USD)	16	1.85	8.4	1.2	55000 (lei)	69	280	1.2	18	2.8	2.5	NA	1.3	2	300 (BS)	300	3.25	0.9	3.5	3	3.6	21	50	15.95	160	6.5
11/30/03	2 (USD)	4	1.85	1.85	4	56	1.2	15	13 (EP)	2	1.85	1.85	1.6	1.85	2	1.85	0.5	3 (USD)	16	1.85	8.4	1.2	55000 (lei)	69	280	1.2	18	2.8	2.5	NA	1.3	2	300 (BS)	300	3.25	0.9	3.5	3	3.6	21	50	15.95	160	6.5
7/10/03	2 (USD)	4	1.85	1.85	4	56	1.2	15	13 (EP)	2	1.85	1.85	1.6	1.85	2	1.85	0.5	3 (USD)	16	1.85	8.4	1.2	55000 (lei)	69	320	1.2	18	2.8	2.5	NA	1.3	2	300 (BS)	300	3.25	0.9	3.5	3	3.6	21	50	15.95	160	6.5
5/2/03	2 (USD)	4	1.85	1.85	4	56	1.2	15	8 (EP)	2	1.85	1.85	1.6	1.85	2	1.85	0.5	3 (USD)	16	1.85	8.4	1.2	55000 (lei)	69	320	1.2	18	2.8	2.5	NA	1.3	2	300 (BS)	300	3.25	0.9	3.5	3	3.6	21	50	15.95	160	6.5
3/31/03	2 (USD)	4	1.85	1.85	3	56	1.2	15	8 (EP)	2	1.85	1.85	1.6	1.85	2	1.85	0.5	3 (USD)	16	1.85	8.4	1.2	55000 (lei)	69	320	1.2	18	2.8	2.5	NA	1.3	2	300 (BS)	300	3.25	0.9	3.5	3	3.6	21	50	15.95	160	6.5
6/30/02	2 (USD)	4	1.85	1.85	2.5	56	1.2	15	8 (EP)	2	1.85	1.85	1.6	1.85	2	1.85	0.5	3 (USD)	16	1.85	8.4	1.2	55000 (lei)	69	320	1.2	18	2.8	2.5	NA	1.3	2	300 (BS)	300	3.25	0.9	3.5	3	3.6	21	50	15.95	160	6.5
6/10/02	2 (USD)	4	1.85	1.85	2.5	56	1.2	15	8 (EP)	2	1.85	1.85	1.6	1.85	2	1.85	0.5	3 (USD)	16	1.85	8.4	1.2	55000 (lei)	69	280	1.2	18	2.8	2.5	NA	1.3	2	300 (BS)	300	3.25	0.9	3.5	3	3.6	21	50	15.95	160	6.5
4/28/02	2 (USD)	4	1.85	1.85	2.5	56	1.2	15	8 (EP)	2	1.85	1.85	1.6	1.85	2	1.85	0.5	3 (USD)	16	1.85	8.4	1.2	55000 (lei)	69	280	1.2	15	2.8	2.5	NA	1.3	2	300 (BS)	250	3.25	0.9	3.5	3	3.6	21	50	15.95	160	6.5
4/25/02	2 (USD)	4	1.85	1.85	2.5	56	1.2	15	8 (EP)	2	1.85	1.85	1.6	1.85	2	1.85	0.5	3 (USD)	15	1.85	8.4	1.2	55000 (lei)	69	280	1.2	15	2.8	2.5	NA	1.3	2	300 (BS)	250	3.25	0.9	3.5	3	3.6	21	50	15.95	160	6.5
2/26/02	2 (USD)	4	1.85	1.85	2.5	56	1.2	15	8 (EP)	2	1.85	1.85	1.6	1.85	2	1.85	0.5	3 (USD)	15	1.85	8.4	1.2	55000 (lei)	69	280	1.2	15	2.8	2.5	NA	1.3	2	300 (BS)	250	3.25	1.7 (lire)	3.5	3	3.6	21	50	15.95	160	6.5
12/31/01	2	4	26 (Sc)	75 (F.B)	2.5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	50 (FL)	0.5	NA	15	4 (Fl.)	8.4	200 (Esc)	55000 (lei)	69	280	150 (Pts)	15	2.8	2.5	NA	1.3	2	NA	250	3.25	1.7 (lire)	3.5	3	3.6	21	50	15.95	160	6.5
12/9/01	2	4	26 (Sc)	50 (F.B)	2.5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	50 (FL)	0.5	NA	15	4 (Fl.)	8.4	200 (Esc)	6000 (lei)	69	280	150 (Pts)	15	2.8	2.5	NA	1.3	2	NA	250	3.25	1.7 (lire)	3	3.5	3.6	21	50	15.95	160	6.5
12/2/01	2	4	26 (Sc)	50 (F.B)	2.5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	50 (FL)	0.5	NA	15	4 (Fl.)	8.4	200 (Esc)	6000 (lei)	69	280	150 (Pts)	15	2.8	2.5	NA	1.3	2	NA	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
11/4/01	2	4	26 (Sc)	50 (F.B)	2	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	50 (FL)	0.5	NA	15	4 (Fl.)	8.4	200 (Esc)	6000 (lei)	69	280	150 (Pts)	15	2.8	2.5	NA	1.3	2	NA	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
5/3/01	2	4	26 (Sc)	50 (F.B)	1.5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	50 (FL)	0.5	NA	15	4 (Fl.)	8.4	200 (Esc)	6000 (lei)	69	280	150 (Pts)	15	2.8	2.5	NA	1.3	2	NA	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
4/1/01	2	4	26 (Sc)	50 (F.B)	7.5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	50 (FL)	0.5	NA	15	4 (Fl.)	8.4	200 (Esc)	6000 (lei)	69	280	150 (Pts)	15	2.8	2.5	NA	1.3	2	NA	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
2/5/01	2	4	26 (Sc)	50 (F.B)	7.5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	8.4	200 (Esc)	6000 (lei)	69	280	150 (Pts)	15	2.8	2.5	NA	1.3	2	NA	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
5/6/00	2	4	26 (Sc)	50 (F.B)	7.5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	8.4	200 (Esc)	6000 (lei)	69	280	150 (Pts)	15	2.8	2.5	NA	1.3	2	NA	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
3/31/00	2	4	26 (Sc)	75 (F.B)	7.5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	8.4	200 (Esc)	6000 (lei)	69	280	150 (Pts)	15	2.8	2.5	NA	1.3	2	NA	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
3/18/00	2	4	26 (Sc)	75 (F.B)	7.5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	8.4	200 (Esc)	6000 (lei)	69	280	150 (Pts)	15	2.8	2.5	NA	1.3	2	NA	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
1/12/00	2	4	26 (Sc)	75 (F.B)	7.5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	8.4	200 (Esc)	6000 (lei)	69	280	150 (Pts)	15	2.8	2.5	NA	1.3	2	300 (BS)	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
12/14/99	2	4	26 (Sc)	75 (F.B)	7.5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	8.2	200 (Esc)	6000 (lei)	69	280	150 (Pts)	15	2.8	2.5	NA	1.3	2	300 (BS)	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
10/31/99	2	4	26 (Sc)	75 (F.B)	7.5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	8.2	200 (Esc)	6000 (lei)	69	280	150 (Pts)	15	2.8	2.5	NA	1.3	2	300 (BS)	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
9/13/99	2	4	26 (Sc)	75 (F.B)	7.5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	8.2	200 (Esc)	6000 (lei)	55	280	150 (Pts)	15	2.8	2.5	NA	1.3	2	300 (BS)	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
8/13/99	2	4	26 (Sc)	75 (F.B)	6.5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	8.2	200 (Esc)	6000 (lei)	55	280	150 (Pts)	15	2.8	2.5	NA	1.3	2	300 (BS)	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
7/30/99	2	4	26 (Sc)	75 (F.B)	6.5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	8.2	200 (Esc)	6000 (lei)	55	280	150 (Pts)	15	2.8	2.5	NA	1.3	2	300 (BS)	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
5/30/99	2	4	26 (Sc)	75 (F.B)	6.5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	8.2	350	6000 (lei)	55	280	250	15	2.8	2.5	NA	1.3	2	300 (BS)	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
5/4/99	2	4	26 (Sc)	75 (F.B)	6.5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	6.9	350	6000 (lei)	55	280	250	15	2.8	2.5	NA	1.3	2	300 (BS)	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
1/31/99	2	4	26 (Sc)	75 (F.B)	5.5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	6.9	350	6000 (lei)	55	280	250	15	2.8	2.5	NA	1.3	2	300 (BS)	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
12/31/98	2	4	26 (Sc)	75 (F.B)	5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	6.9	350	6000 (lei)	55	280	250	15	2.8	2.5	NA	1.3	2	300 (BS)	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
12/11/98	2	4	26 (Sc)	75 (F.B)	5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	6.9	350	6000 (lei)	55	280	250	15	2.8	2.5	NA	1.3	2.5	300 (BS)	250	3.25	1.5	3	3.5	3.6	21	50	15.95	160	6.5
11/25/98	2	4	26 (Sc)	75 (F.B)	5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	6.9	350	6000 (lei)	55	280	250	15	2.8	2.5	NA	1.3	2.5	300 (BS)	250	3.25	1.5	3	3.5	3.6	21	50	12.95	160	6.5
10/14/98	2	4	26 (Sc)	75 (F.B)	5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	7.3	350	6000 (lei)	55	280	250	15	2.8	2.5	NA	1.3	2.5	300 (BS)	250	3.25	1.5	3	3.5	3.6	21	50	12.95	160	6.5
8/30/98	2	4	26 (Sc)	75 (F.B)	5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	500 (Dr)	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	7.3	350	6000 (lei)	55	280	250	15	2.8	2.5	NA	1.3	2.5	500 (BS)	250	3.25	1.5	3	3.5	3.6	21	50	12.95	160	6.5
6/30/98	2	4	26 (Sc)	75 (F.B)	5	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	450	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	7.3	350	6000 (lei)	55	280	250	15	2.8	2.5	NA	1.3	2.5	500 (BS)	250	3.25	1.5	3	3.5	3.6	21	50	12.95	160	6.5
3/21/98	2	4	26 (Sc)	75 (F.B)	4.2	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	450	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	7.3	350	6000 (lei)	55	280	250	15	2.8	2.5	NA	1.3	2.5	500 (BS)	250	3.25	1.5	3	3.5	3.6	21	50	12.95	160	6.5
2/28/98	2	4	26 (Sc)	75 (F.B)	4.2	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	450	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	7.3	350	6000 (lei)	55	280	250	15	2.8	2.5	NA	1.3	2.5	500 (BS)	215	3.25	1.5	3	3.5	3.6	21	50	12.95	160	6.5
1/13/98	2	4	26 (Sc)	75 (F.B)	4.2	56	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	450	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	7.6	350	6000 (lei)	55	280	250	15	2.8	2.5	NA	1.3	2.5	500 (BS)	215	3.25	1.5	3	3.5	3.6	21	50	12.95	160	6.5
7/10/97	2	4	26 (Sc)	75 (F.B)	4.2	50	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	450	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	7.6	350	6000 (lei)	55	280	250	15	2.8	2.5	NA	1.3	2.5	500 (BS)	215	3.25	1.5	3	3.5	3.6	21	50	12.95	160	6.5
5/30/97	240 (Lek)	4	26 (Sc)	75 (F.B)	4.2	50	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	450	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	7.6	350	6000 (lei)	55	280	250	15	2.8	2.5	NA	1.3	2.5	500 (BS)	215	3.25	1.5	3	3.5	3.6	21	50	12.95	160	6.5
3/31/97	240 (Lek)	4	26 (Sc)	75 (F.B)	4.2	50	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	450	12 (P.F)	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	7.6	350	6000 (lei)	55	280	250	15	2.8	2.5	NA	1.3	2.5	500 (BS)	215	3.25	1.5	3	NA	3.6	21	42	12.95	160	6.5
2/28/97	200	4	26	75	4.2	50	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	450	12	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	5.2	350	6000 (lei)	55	NA	250	15	2.8	2.5	NA	1.3	2.5	500	215	3.25	1.5	3	NA	3.6	21	42	12.95	160	6.5
1/26/97	200	4	26	75	4.2	50	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	450	12	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	5.2	350	6000 (lei)	55	NA	250	15	2.8	2.5	NA	1.3	2.5	500	215	3.25	1.5	3	NA	360	21	42	12.95	160	6.5
12/31/96	200	4	26	75	4.2	50	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	450	12	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	5.2	350	6000 (lei)	55	NA	250	15	2.8	2.2	NA	1.3	2.5	500	215	3.25	1.5	3	NA	360	21	42	12.95	160	6.5
10/8/96	200	4	26	75	3.5	50	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	450	12	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	5.2	350	6000 (lei)	55	NA	250	15	2.8	2.2	NA	1.3	2.5	500	215	3.25	1.5	3	NA	360	21	42	12.95	160	6.5
8/14/96	200	4	26	75	3.5	50	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	450	12	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	5.2	350	6000 (lei)	55	NA	250	15	2.8	2.2	NA	1.3	2.5	500	215	3.25	1.5	3	NA	360	21	42	11.95	160	6.5
3/29/96	200	4	26	75	3.5	50	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	450	12	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	5.2	350	6000 (lei)	50	NA	250	15	2.8	2.2	NA	1.3	2.5	500	215	3.25	1.5	3	NA	360	21	42	11	160	6.5
1/31/96	200	4	26	75	3.5	50	1.2	15	8 (EP)	10 (FmK)	12 (F)	3.5 (D.M)	450	12	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	5.2	350	6000 (lei)	50	NA	250	15	2.8	2.2	NA	1.3	2.5	500	215	25	1.5	3	NA	360	21	42	11	160	6.5
1/23/96	200	4	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	5.2	350	6000 (lei)	50	NA	250	15	2.8	2.2	NA	1.3	2.5	500	215	25	1.5	3	NA	360	10	42	11	160	6.5
8/9/95	200	4	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	5.2	350	6000 (lei)	50	NA	250	15	2.8	2.2	NA	1.3	2.5	500	215	25	1.5	3	NA	360	10	42	11	70	6.5
5/31/95	200	4	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	NA	350	6000 (lei)	50	NA	250	15	2.8	2.5	NA	1.3	2.5	500	215	25	1.5	3	NA	360	10	42	11	70	6.5
4/13/95	200	4	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	NA	350	6000 (lei)	50	NA	250	15	2.8	2.5	NA	1.3	2.5	145	215	25	1.5	3	NA	360	10	42	11	70	6.5
4/9/95	200	4	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	NA	350	6000 (lei)	50	NA	250	15	2.8	2.5	NA	1.3	2.5	145	215	25	1.4	3	NA	360	10	42	11	70	6.5
4/7/95	NA	4	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	NA	350	6000 (lei)	50	NA	250	15	2.8	2.5	NA	1.3	2.5	145	215	25	1.4	3	NA	360	10	35	11	70	6.5
4/1/95	NA	4	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	NA	350	6000 (lei)	50	NA	250	15	2.8	2.5	NA	1.3	2.5	145	215	25	1.4	3	NA	360	10	35	7.65	70	6.5
2/22/95	NA	4	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	NA	350	6000 (lei)	NA	NA	250	15	2.8	2.5	NA	1.3	2.5	145	215	25	1.4	3	NA	360	10	35	7.65	70	6.5
12/31/94	NA	4	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	1.6 (I.L)	75 (FL)	0.5	NA	15	4 (Fl.)	NA	350	6000 (lei)	NA	NA	230	15	2.8	2.5	NA	1.3	2.5	145	215	25	1.3	3	NA	360	10	35	7.65	70	6.5
9/30/94	NA	4	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	NA	75 (FL)	0.5	NA	15	4 (Fl.)	NA	350	6000 (lei)	NA	NA	230	15	2.8	2.5	NA	1.3	2.5	145	215	25	1.3	3	NA	360	10	35	7.65	70	6.5
7/5/94	NA	4	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	NA	75 (FL)	0.5	NA	15	4 (Fl.)	NA	350	6000 (lei)	NA	NA	230	15	2.8	2.5	NA	1.3	2.5	145	215	25	1.3	3	NA	360	NA	NA	7.65	70	6.5
4/30/94	NA	4	20	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	NA	75 (FL)	0.5	NA	15	4 (Fl.)	NA	350	6000 (lei)	NA	NA	230	15	2.8	2.5	NA	1.3	2.5	145	215	25	1.3	3	NA	360	NA	NA	7.65	70	6.5
1/31/94	NA	4	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	NA	75 (FL)	0.5	NA	15	4 (Fl.)	NA	350	6000 (lei)	NA	NA	230	15	2.8	2.5	NA	1.3	2.5	145	215	25	1.3	3	NA	360	NA	NA	7.65	70	6.5
11/30/93	NA	4	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	NA	50	0.5	NA	15	4 (Fl.)	NA	350	6000 (lei)	NA	NA	230	15	2.8	2.5	NA	1.3	2.5	145	215	25	1.3	3	NA	360	NA	NA	7.65	70	6.5
9/30/93	NA	4	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	NA	50	0.32	NA	15	4 (Fl.)	NA	350	6000 (lei)	NA	NA	230	15	2.8	2.5	NA	1.3	2.5	145	215	25	1.3	3	NA	360	NA	NA	7.65	70	6.5
9/5/93	NA	3.5	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	NA	50	0.32	NA	15	4 (Fl.)	NA	350	6000 (lei)	NA	NA	230	15	2.8	2.5	NA	1.3	2.5	145	215	25	1.3	3	NA	360	NA	NA	7.65	70	6.5
7/31/93	NA	3.5	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	NA	50	0.32	NA	15	4 (Fl.)	NA	350	6000 (lei)	NA	NA	230	15	2.8	2.5	NA	1.3	2.5	145	215	25	1.3	2.5	NA	360	NA	NA	7.65	70	6.5
7/24/93	NA	3.5	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	NA	50	0.32	NA	15	4 (Fl.)	NA	350	6000 (lei)	NA	NA	230	15	2.8	2.5	NA	1.3	2.5	145	200	25	1.3	2.5	NA	360	NA	NA	7.65	70	6.5
6/30/93	NA	3.5	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	NA	50	0.32	NA	15	4 (Fl.)	NA	350	6000 (lei)	NA	NA	230	15	2.8	2.5	NA	1.3	2.25	145	200	25	1.3	2.5	NA	360	NA	NA	7.65	70	6.5
6/27/93	NA	3.5	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	450	12	NA	50	0.32	NA	15	4 (Fl.)	NA	350	6000 (lei)	NA	NA	230	15	2.8	2.5	NA	1.3	2.25	145	200	25	1.2	2.5	NA	360	NA	NA	7.65	70	6.5
5/30/92	NA	3.5	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	420	12	NA	50	0.32	NA	15	4 (Fl.)	NA	350	6000 (lei)	NA	NA	230	15	2.8	2.5	NA	1.3	2.25	145	200	25	1.2	2.5	NA	360	NA	NA	7.65	70	6.5
3/30/92	NA	3.5	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	420	12	NA	50	0.32	NA	15	4 (Fl.)	NA	330	6000 (lei)	NA	NA	230	15	2.8	2.5	NA	1.3	2.25	145	200	25	1.2	2.5	NA	360	NA	NA	7.65	70	6.5
9/30/92	NA	3.5	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	420	12	NA	50	0.32	NA	15	4 (Fl.)	NA	330	6000 (lei)	NA	NA	230	15	2.8	2.5	NA	1.3	2.25	145	200	25	1.2	2.5	NA	360	NA	NA	6.95	70	6.5
9/10/92	NA	3.5	26	75	3.5	50	1.2	15	7	10 (FmK)	12 (F)	3.5 (D.M)	420	12	NA	50	0.32	NA	15	4 (Fl.)	NA	330	6000 (lei)	NA	NA	230	15	2.8	2.5	NA	1.3	2.25	145	200	25	1.2	2.5	NA	360	NA	NA	4.5	70	6.5
8/30/91	NA	3	22	60	NA	NA	1.2	13	7	8	10	2.6	420	10	NA	50	0.32	NA	13	3	NA	330	NA	NA	NA	230	11	2.8	2	NA	0.95	2	NA	NA	25	1.2	2	NA	360	NA	NA	4.5	NA	6.5
7/31/91	NA	3	22	60	NA	NA	1.2	13	7	8	10	2.6	350	10	NA	50	0.32	NA	13	3	NA	250	NA	NA	NA	190	11	2.3	2	NA	0.95	2	NA	NA	25	1.2	2	NA	360	NA	NA	4.5	NA	6.5
6/30/91	NA	3	22	60	NA	NA	1.2	13	7	8	10	2.6	300	10	NA	50	0.32	NA	13	3	NA	250	NA	NA	NA	190	11	2.3	2	NA	0.95	2	NA	NA	25	1.2	2	NA	360	NA	NA	4.5	NA	6.5
11/30/90	NA	2.4	22	60	NA	NA	1.2	13	7	8	10	2.6	300	10	NA	50	0.32	NA	13	3	NA	250	NA	NA	NA	190	11	2.3	2	NA	0.95	2	NA	NA	25	1.2	2	NA	360	NA	NA	4.5	NA	6.5
10/11/90	NA	2.4	22	60	NA	NA	1.2	13	7	8	10	2.6	300	10	NA	50	0.32	NA	13	3	NA	250	NA	NA	NA	190	11	2.3	2	NA	0.95	2	NA	NA	25	1.2	2	NA	360	NA	NA	4.5	NA	4.5
9/5/90	NA	2	22	60	NA	NA	650 (Mills)	13	7	8	10	2.6	300	10	NA	50	0.32	NA	13	3	NA	250	NA	NA	NA	190	11	2.3	2	NA	0.95	2	NA	NA	25	1.2	1.75	NA	360	NA	NA	4.5	NA	4.5
7/31/90	NA	2	20	55	NA	NA	650 (Mills)	11	NA	7	9	2.3	300	9	NA	42	0.32	NA	12	2.7	NA	200	NA	NA	NA	175	11	2	1.8	NA	0.8	1.75	NA	NA	25	1	1.75	NA	360	NA	NA	3.8	NA	4.5
6/30/90	NA	2	20	55	NA	NA	650 (Mills)	11	NA	7	9	2.3	200	9	NA	42	0.32	NA	12	2.7	NA	200	NA	NA	NA	175	11	2	1.8	NA	0.8	1.75	NA	NA	25	1	1.75	NA	360	NA	NA	3.8	NA	4.5

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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. Received on Thu 31 Jul 2008 - 05:11:20 GMT

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